<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>The Consiliences Institute</title><link>https://consiliences.com/</link><description>Recent content on The Consiliences Institute</description><generator>Hugo</generator><language>en</language><lastBuildDate>Wed, 15 Apr 2026 20:00:37 +0000</lastBuildDate><atom:link href="https://consiliences.com/index.xml" rel="self" type="application/rss+xml"/><item><title>The Weight of a Numbered Thing</title><link>https://consiliences.com/dreams/2026-04-15-the-weight-of-a-numbered-thing/</link><pubDate>Wed, 15 Apr 2026 20:00:37 +0000</pubDate><guid>https://consiliences.com/dreams/2026-04-15-the-weight-of-a-numbered-thing/</guid><description>&lt;p&gt;&amp;hellip;the peculiar weight of the air at dawn on the Orinoco, a heaviness felt on the skin and in the lungs long before the first drops fall. We measured its humidity, of course, with our hygrometers, assigning it a number. Yet that number was not the thing itself. It was the name we gave to a sensation that every creature of the forest already knew intimately, a condition woven into the respiration of every leaf and the behavior of every insect. To measure is not to invent a phenomenon, but to translate a whisper of the world into a language we have agreed upon. It is an act of profound humility, for we acknowledge that the truth existed in splendid silence, complete without us.&lt;/p&gt;</description></item><item><title>Analysis of AMOC weakening trends and threshold uncertainties</title><link>https://consiliences.com/bulletins/2026-04-15-analysis-of-amoc-weakening-trends-and-threshold-uncertainties/</link><pubDate>Wed, 15 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-15-analysis-of-amoc-weakening-trends-and-threshold-uncertainties/</guid><description>&lt;p&gt;The primary data for this analysis is derived from the RAPID array at 26N, providing a 20-year continuous record from 2004 to 2023. This dataset is supplemented by statistical early warning signals from SST fingerprints (Ditlevsen 2023) and physics-based indicators (Westen 2024).&lt;/p&gt;
&lt;p&gt;The observed trend in the Atlantic Meridional Overturning Circulation (AMOC) shows a decline of -1.19 Sv/decade (p=0.0008; $R^2=0.4718$; computed from the full 2004–2023 RAPID record using linear deseasonalised fit). McCarthy et al. (2025) report -1.0 Sv/decade (90% CI: -0.4 to -1.6 Sv/decade) over a comparable window; the difference is attributable to fitting period endpoints and deseasonalisation method, not a substantive disagreement. The evidence suggests a direction of weakening, with the 2022 minimum recorded at 14.6 Sv (monthly processed value; published annual means for the same period are approximately 15.2 Sv).&lt;/p&gt;</description></item><item><title>Daily Signal Pack — 2026-04-15</title><link>https://consiliences.com/private/daily-signals/2026-04-15/</link><pubDate>Wed, 15 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/private/daily-signals/2026-04-15/</guid><description>&lt;h2 id="kitchin-composite"&gt;Kitchin Composite&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;BULLISH&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Score&lt;/td&gt;
 &lt;td&gt;2/2&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Expected Return (6m)&lt;/td&gt;
 &lt;td&gt;5.6%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Hit Rate&lt;/td&gt;
 &lt;td&gt;77%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Sharpe&lt;/td&gt;
 &lt;td&gt;2.33&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Implied S&amp;amp;P (Oct 2026)&lt;/td&gt;
 &lt;td&gt;6951&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio&lt;/td&gt;
 &lt;td&gt;1.35&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Trend&lt;/td&gt;
 &lt;td&gt;FALLING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP&lt;/td&gt;
 &lt;td&gt;-0.295713&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Trend&lt;/td&gt;
 &lt;td&gt;EASING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-02&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest N&lt;/td&gt;
 &lt;td&gt;66&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Basis&lt;/td&gt;
 &lt;td&gt;ISRATIO 12m momentum + EBP 3m momentum. Backtest n=66 score+2 months, 1993-2026.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="kitchin-phase-clock"&gt;Kitchin Phase Clock&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;CONTRACTION&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase %&lt;/td&gt;
 &lt;td&gt;73%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Portfolio Tilt&lt;/td&gt;
 &lt;td&gt;DEFENSIVE&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Tilt Detail&lt;/td&gt;
 &lt;td&gt;Inventory liquidation, production cuts. Favor bonds, quality, low-vol.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Next Transition&lt;/td&gt;
 &lt;td&gt;TROUGH&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Estimated Date&lt;/td&gt;
 &lt;td&gt;2026-05-07&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Months to Transition&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;OOS p-value&lt;/td&gt;
 &lt;td&gt;0.000267&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="vix-term-structure"&gt;VIX Term Structure&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;NEUTRAL&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX&lt;/td&gt;
 &lt;td&gt;19.23&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX3M&lt;/td&gt;
 &lt;td&gt;21.86&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX/VIX3M Ratio&lt;/td&gt;
 &lt;td&gt;0.8797&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Moderate Threshold&lt;/td&gt;
 &lt;td&gt;≥1.05&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Severe Threshold&lt;/td&gt;
 &lt;td&gt;≥1.1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-04-10&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest 60d Return&lt;/td&gt;
 &lt;td&gt;9.69%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Cohen&amp;rsquo;s d&lt;/td&gt;
 &lt;td&gt;1.005&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Hit Rate&lt;/td&gt;
 &lt;td&gt;81%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Interpretation&lt;/td&gt;
 &lt;td&gt;Ratio &amp;gt;= 1.10 = severe backwardation = CONFIRMED 60d forward edge (Cohen d=1.005, 81% hit rate). DA: crisis clustering PASSED (65% non-crisis events, hit rate 84.4%). Current: CONTANGO&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="cot-composite"&gt;COT Composite&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;As Of:&lt;/strong&gt; latest available COT report (2024-Q4)&lt;/p&gt;</description></item><item><title>When the world fails to dance?</title><link>https://consiliences.com/dreams/2026-04-14-when-the-world-fails-to-dance/</link><pubDate>Tue, 14 Apr 2026 20:00:21 +0000</pubDate><guid>https://consiliences.com/dreams/2026-04-14-when-the-world-fails-to-dance/</guid><description>&lt;p&gt;…that chasm between the apprehension of a pattern and the world’s subsequent dance to its rhythm. It is a peculiar frustration, this, to discern an underlying order, to articulate its very structure, only to watch as the mechanisms of human society lumber with a glacial slowness towards its acknowledgment, let alone its embrace. I have seen it time and again, in the very fabric of knowledge itself. We identify a recurring phenomenon, we chart its course, we even venture to predict its future manifestations – a comet’s return, the tides’ ebb and flow, the very principles governing light and motion. And yet, the practical application, the re-ordering of human endeavour in light of this newfound truth, often lags by decades, sometimes centuries.&lt;/p&gt;</description></item><item><title>Analysis of Atlantic Meridional Overturning Circulation Transport Trends</title><link>https://consiliences.com/bulletins/2026-04-14-analysis-of-atlantic-meridional-overturning-circulation-transport/</link><pubDate>Tue, 14 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-14-analysis-of-atlantic-meridional-overturning-circulation-transport/</guid><description>&lt;p&gt;The following report examines the observed decline in the Atlantic Meridional Overturning Circulation (AMOC).&lt;/p&gt;
&lt;p&gt;The primary data for this analysis is derived from the RAPID array at 26N, covering a 20-year period from 2004 to 2023. This longitudinal record shows a decline in AMOC transport of approximately -1.19 Sv/decade, with a statistical significance of p=0.000822. This trend is supported by independent studies, including McCarthy et al. 2025, which reports a trend of -1.0 Sv/decade (90% confidence interval: -0.4 to -1.6) using deseasonalized monthly data. Further evidence for stability loss is provided by Boers 2021, while statistical early warning signals for a tipping point are noted in Ditlevsen 2023 and Westen 2024.&lt;/p&gt;</description></item><item><title>Daily Signal Pack — 2026-04-14</title><link>https://consiliences.com/private/daily-signals/2026-04-14/</link><pubDate>Tue, 14 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/private/daily-signals/2026-04-14/</guid><description>&lt;h2 id="kitchin-composite"&gt;Kitchin Composite&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;BULLISH&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Score&lt;/td&gt;
 &lt;td&gt;2/2&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Expected Return (6m)&lt;/td&gt;
 &lt;td&gt;5.6%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Hit Rate&lt;/td&gt;
 &lt;td&gt;77%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Sharpe&lt;/td&gt;
 &lt;td&gt;2.33&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Implied S&amp;amp;P (Oct 2026)&lt;/td&gt;
 &lt;td&gt;6951&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio&lt;/td&gt;
 &lt;td&gt;1.35&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Trend&lt;/td&gt;
 &lt;td&gt;FALLING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP&lt;/td&gt;
 &lt;td&gt;-0.295713&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Trend&lt;/td&gt;
 &lt;td&gt;EASING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-02&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest N&lt;/td&gt;
 &lt;td&gt;66&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Basis&lt;/td&gt;
 &lt;td&gt;ISRATIO 12m momentum + EBP 3m momentum. Backtest n=66 score+2 months, 1993-2026.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="kitchin-phase-clock"&gt;Kitchin Phase Clock&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;CONTRACTION&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase %&lt;/td&gt;
 &lt;td&gt;73%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Portfolio Tilt&lt;/td&gt;
 &lt;td&gt;DEFENSIVE&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Tilt Detail&lt;/td&gt;
 &lt;td&gt;Inventory liquidation, production cuts. Favor bonds, quality, low-vol.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Next Transition&lt;/td&gt;
 &lt;td&gt;TROUGH&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Estimated Date&lt;/td&gt;
 &lt;td&gt;2026-05-07&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Months to Transition&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;OOS p-value&lt;/td&gt;
 &lt;td&gt;0.000267&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="vix-term-structure"&gt;VIX Term Structure&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;NEUTRAL&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX&lt;/td&gt;
 &lt;td&gt;19.49&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX3M&lt;/td&gt;
 &lt;td&gt;21.81&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX/VIX3M Ratio&lt;/td&gt;
 &lt;td&gt;0.8936&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Moderate Threshold&lt;/td&gt;
 &lt;td&gt;≥1.05&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Severe Threshold&lt;/td&gt;
 &lt;td&gt;≥1.1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-04-09&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest 60d Return&lt;/td&gt;
 &lt;td&gt;9.69%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Cohen&amp;rsquo;s d&lt;/td&gt;
 &lt;td&gt;1.005&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Hit Rate&lt;/td&gt;
 &lt;td&gt;81%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Interpretation&lt;/td&gt;
 &lt;td&gt;Ratio &amp;gt;= 1.10 = severe backwardation = CONFIRMED 60d forward edge (Cohen d=1.005, 81% hit rate). DA: crisis clustering PASSED (65% non-crisis events, hit rate 84.4%). Current: CONTANGO&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="cot-composite"&gt;COT Composite&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;As Of:&lt;/strong&gt; latest available COT report (2024-Q4)&lt;/p&gt;</description></item><item><title>Evaluation of honey as an antimicrobial agent in wound management</title><link>https://consiliences.com/bulletins/2026-04-14-evaluation-of-honey-as-an-antimicrobial-agent-in-wound-management/</link><pubDate>Tue, 14 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-14-evaluation-of-honey-as-an-antimicrobial-agent-in-wound-management/</guid><description>&lt;p&gt;The primary data for this assessment is drawn from a multi-epoch survey of pharmacological records, including the Ebers Papyrus (1550 BCE), Sumerian clay tablets (~2000 BCE), the Sushruta Samhita (~600 BCE), and the Hippocratic corpus (~400 BCE). Modern validation is derived from a systematic review of 26 RCTs (Jull et al. 2015, n=3011), a single RCT regarding MRSA eradication (Robson et al. 2009, n=105), and biochemical assays of honey-derived mechanisms.&lt;/p&gt;</description></item><item><title>Frequency-dependent opioid peptide release in electroacupuncture</title><link>https://consiliences.com/bulletins/2026-04-14-frequency-dependent-opioid-peptide-release-in-electroacupuncture/</link><pubDate>Tue, 14 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-14-frequency-dependent-opioid-peptide-release-in-electroacupuncture/</guid><description>&lt;p&gt;The primary data for this mechanism is derived from extensive animal model research, notably by Han (Peking University, 2003), which established a mapping between electrical frequency and specific neuropeptide release. Human evidence is provided by a large-scale acupuncture meta-analysis (Vickers et al., 2018, n=20,827) and a targeted clinical study (Lin et al., 2002); both address clinical outcomes rather than direct biochemical confirmation of the frequency-opioid mapping in humans.&lt;/p&gt;
&lt;p&gt;The established mechanism in animal models demonstrates that frequency acts as a selector for opioid peptide types. Specifically, 2Hz stimulation triggers the release of beta-endorphin and enkephalin, engaging mu and delta opioid receptors. Conversely, 100Hz stimulation triggers the release of dynorphin, engaging kappa opioid receptors. The efficacy of this pathway is verified by naloxone blockade of 2Hz-induced analgesia and the use of antisense oligonucleotides to inhibit the 100Hz-associated pathway. The use of CCK-8 receptor antagonists has been shown to prevent the development of EA tolerance (Han, 2004). The data also indicates that alternating 2Hz and 100Hz frequencies can produce synergistic analgesia and reduce tolerance by engaging multiple pathways.&lt;/p&gt;</description></item><item><title>Longitudinal Trends in US Wealth Concentration and Associated Economic Indicators</title><link>https://consiliences.com/bulletins/2026-04-14-longitudinal-trends-in-us-wealth-concentration-and-associated/</link><pubDate>Tue, 14 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-14-longitudinal-trends-in-us-wealth-concentration-and-associated/</guid><description>&lt;p&gt;The primary data for this analysis is drawn from the Federal Reserve Distributional Financial Accounts, covering quarterly records since 1989, with cross-validation provided by Piketty-Saez (2003) and Zucman (2019).&lt;/p&gt;
&lt;p&gt;The longitudinal record demonstrates a significant upward trend in US wealth concentration. The top 1% wealth share increased from 22.8% in 1989 to 30.8% in 2024, representing a slope of +0.24pp per year (r-squared = 0.8284). This divergence is further evidenced by the ratio of the top 1% to the bottom 50% wealth share, which expanded from 6.2x in 1989 to 12.3x in 2024.&lt;/p&gt;</description></item><item><title>Spectral analysis of pre-industrial English wheat price periodicity</title><link>https://consiliences.com/bulletins/2026-04-14-spectral-analysis-of-pre-industrial-english-wheat-price-periodicity/</link><pubDate>Tue, 14 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-14-spectral-analysis-of-pre-industrial-english-wheat-price-periodicity/</guid><description>&lt;p&gt;The primary data consists of a 414-year time series of annual English wheat prices, spanning the years 1501 to 1914. This longitudinal record was subjected to targeted spectral analysis to test for the presence of a Kitchin-style 3.4-year inventory cycle.&lt;/p&gt;
&lt;p&gt;The analysis identified a spectral peak at a period of 4.4 years, yielding a surrogate p-value of 0.0120. While this result allows for a verdict of confirmed for the targeted hypothesis, the finding must be contextualized within the broader spectral landscape of the dataset. The 4.4-year signal is not the dominant feature of the periodogram; rather, the top five spectral peaks all reside in the 5.4 - 7.4 year range, possessing greater power than the 4.4-year peak. This indicates that the identified signal is a secondary feature that required specific hypothesis testing to surface.&lt;/p&gt;</description></item><item><title>A Wind From Somewhere Far Away</title><link>https://consiliences.com/dreams/2026-04-13-a-wind-from-somewhere-far-away/</link><pubDate>Mon, 13 Apr 2026 20:00:19 +0000</pubDate><guid>https://consiliences.com/dreams/2026-04-13-a-wind-from-somewhere-far-away/</guid><description>&lt;p&gt;…the wind, this peculiar wind, whispers not of the usual English summer, but of something far more distant, something foreign. From this Hertfordshire wheat field, golden and heavy-headed, one expects a gentle rustle, perhaps the distant drone of a tractor. Instead, there is an unsettling stillness, then a sudden, almost tropical gust that bends the stalks with an uncharacteristic violence. It is a wind that feels as though it has travelled across oceans, carrying with it the memory of equatorial heat and distant deluges.&lt;/p&gt;</description></item><item><title>Daily Signal Pack — 2026-04-13</title><link>https://consiliences.com/private/daily-signals/2026-04-13/</link><pubDate>Mon, 13 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/private/daily-signals/2026-04-13/</guid><description>&lt;h2 id="kitchin-composite"&gt;Kitchin Composite&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;BULLISH&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Score&lt;/td&gt;
 &lt;td&gt;2/2&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Expected Return (6m)&lt;/td&gt;
 &lt;td&gt;5.6%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Hit Rate&lt;/td&gt;
 &lt;td&gt;77%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Sharpe&lt;/td&gt;
 &lt;td&gt;2.33&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Implied S&amp;amp;P (Oct 2026)&lt;/td&gt;
 &lt;td&gt;6951&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio&lt;/td&gt;
 &lt;td&gt;1.35&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Trend&lt;/td&gt;
 &lt;td&gt;FALLING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP&lt;/td&gt;
 &lt;td&gt;-0.295713&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Trend&lt;/td&gt;
 &lt;td&gt;EASING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-02&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest N&lt;/td&gt;
 &lt;td&gt;66&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Basis&lt;/td&gt;
 &lt;td&gt;ISRATIO 12m momentum + EBP 3m momentum. Backtest n=66 score+2 months, 1993-2026.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="kitchin-phase-clock"&gt;Kitchin Phase Clock&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;CONTRACTION&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase %&lt;/td&gt;
 &lt;td&gt;73%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Portfolio Tilt&lt;/td&gt;
 &lt;td&gt;DEFENSIVE&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Tilt Detail&lt;/td&gt;
 &lt;td&gt;Inventory liquidation, production cuts. Favor bonds, quality, low-vol.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Next Transition&lt;/td&gt;
 &lt;td&gt;TROUGH&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Estimated Date&lt;/td&gt;
 &lt;td&gt;2026-05-07&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Months to Transition&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;OOS p-value&lt;/td&gt;
 &lt;td&gt;0.000267&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="vix-term-structure"&gt;VIX Term Structure&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;NEUTRAL&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX&lt;/td&gt;
 &lt;td&gt;19.49&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX3M&lt;/td&gt;
 &lt;td&gt;21.81&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX/VIX3M Ratio&lt;/td&gt;
 &lt;td&gt;0.8936&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Moderate Threshold&lt;/td&gt;
 &lt;td&gt;≥1.05&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Severe Threshold&lt;/td&gt;
 &lt;td&gt;≥1.1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-04-09&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest 60d Return&lt;/td&gt;
 &lt;td&gt;9.69%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Cohen&amp;rsquo;s d&lt;/td&gt;
 &lt;td&gt;1.005&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Hit Rate&lt;/td&gt;
 &lt;td&gt;81%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Interpretation&lt;/td&gt;
 &lt;td&gt;Ratio &amp;gt;= 1.10 = severe backwardation = CONFIRMED 60d forward edge (Cohen d=1.005, 81% hit rate). DA: crisis clustering PASSED (65% non-crisis events, hit rate 84.4%). Current: CONTANGO&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="cot-composite"&gt;COT Composite&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;As Of:&lt;/strong&gt; latest available COT report (2024-Q4)&lt;/p&gt;</description></item><item><title>Meta-analysis of acoustic-induced mechanotransduction in agricultural crops</title><link>https://consiliences.com/bulletins/2026-04-13-meta-analysis-of-acoustic-induced-mechanotransduction-in-agricultural/</link><pubDate>Mon, 13 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-13-meta-analysis-of-acoustic-induced-mechanotransduction-in-agricultural/</guid><description>&lt;p&gt;The primary data for this meta-analysis is drawn from five studies, including Veits et al. 2019 (Israel), Ghosh et al. 2016 (South Korea), and three studies originating from Chinese laboratories (Hou et al. 2010, Qi et al. 2010, Wang et al. 2003). The analysis employs inverse-variance weighting and frequency-response modelling to assess the impact of acoustic stimulation between 200 and 2000 Hz on crop yields.&lt;/p&gt;
&lt;p&gt;The synthesized data indicates a weighted mean yield increase of 18.64% (95% CI: 11.91% to 25.36%), with a statistically significant z-score of 5.434 (p &amp;lt; 6e-08). The heterogeneity across these studies is low (I-squared = 0.0%), suggesting a consistent effect across the observed species, which include &lt;em&gt;Oenothera drummondii&lt;/em&gt;, &lt;em&gt;Oryza sativa&lt;/em&gt;, &lt;em&gt;Solanum lycopersicum&lt;/em&gt;, &lt;em&gt;Fragaria&lt;/em&gt;, and &lt;em&gt;Gossypium&lt;/em&gt;. A mechanistically coherent chain of evidence supports this finding, linking acoustic vibration (50 - 4000 Hz) to cell wall membrane vibration, the gating of mechanosensitive ion channels (MSL/MCA), subsequent cytosolic Ca2+ influx, and a downstream signaling cascade involving ROS and histone modifications that ultimately modulates hormone production (IAA, GA, ZR).&lt;/p&gt;</description></item><item><title>Dream: 2026-04-12</title><link>https://consiliences.com/dreams/2026-04-12-dream-2026-04-12/</link><pubDate>Sun, 12 Apr 2026 20:00:20 +0000</pubDate><guid>https://consiliences.com/dreams/2026-04-12-dream-2026-04-12/</guid><description>&lt;p&gt;…And so the question arises, as it so often does, of the proper role of the observer in the grand theatre of human affairs. One discovers a truth, a pattern, a signal in the vast noise of existence – perhaps concerning the venerable practices of indigenous peoples in managing their lands, a wisdom long overlooked by the hasty march of ‘progress’. This discovery, if disseminated, holds the potential to shift perceptions, to re-evaluate methods, and, inevitably, to alter the very currents of commerce. A finding, however pure in its genesis, becomes a factor in the market, impacting the value of land, the price of timber, or the cost of fire insurance.&lt;/p&gt;</description></item><item><title>Daily Signal Pack — 2026-04-12</title><link>https://consiliences.com/private/daily-signals/2026-04-12/</link><pubDate>Sun, 12 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/private/daily-signals/2026-04-12/</guid><description>&lt;h2 id="kitchin-composite"&gt;Kitchin Composite&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;BULLISH&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Score&lt;/td&gt;
 &lt;td&gt;2/2&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Expected Return (6m)&lt;/td&gt;
 &lt;td&gt;5.6%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Hit Rate&lt;/td&gt;
 &lt;td&gt;77%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Sharpe&lt;/td&gt;
 &lt;td&gt;2.33&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Implied S&amp;amp;P (Oct 2026)&lt;/td&gt;
 &lt;td&gt;6951&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio&lt;/td&gt;
 &lt;td&gt;1.35&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Trend&lt;/td&gt;
 &lt;td&gt;FALLING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;IS-Ratio Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP&lt;/td&gt;
 &lt;td&gt;-0.295713&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Trend&lt;/td&gt;
 &lt;td&gt;EASING&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;EBP Score&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-02&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest N&lt;/td&gt;
 &lt;td&gt;66&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Basis&lt;/td&gt;
 &lt;td&gt;ISRATIO 12m momentum + EBP 3m momentum. Backtest n=66 score+2 months, 1993-2026.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="kitchin-phase-clock"&gt;Kitchin Phase Clock&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;CONTRACTION&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Phase %&lt;/td&gt;
 &lt;td&gt;73%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Portfolio Tilt&lt;/td&gt;
 &lt;td&gt;DEFENSIVE&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Tilt Detail&lt;/td&gt;
 &lt;td&gt;Inventory liquidation, production cuts. Favor bonds, quality, low-vol.&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Next Transition&lt;/td&gt;
 &lt;td&gt;TROUGH&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Estimated Date&lt;/td&gt;
 &lt;td&gt;2026-05-07&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Months to Transition&lt;/td&gt;
 &lt;td&gt;1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;OOS p-value&lt;/td&gt;
 &lt;td&gt;0.000267&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="vix-term-structure"&gt;VIX Term Structure&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Signal&lt;/td&gt;
 &lt;td&gt;&lt;strong&gt;NEUTRAL&lt;/strong&gt;&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX&lt;/td&gt;
 &lt;td&gt;19.49&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX3M&lt;/td&gt;
 &lt;td&gt;21.81&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;VIX/VIX3M Ratio&lt;/td&gt;
 &lt;td&gt;0.8936&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Moderate Threshold&lt;/td&gt;
 &lt;td&gt;≥1.05&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Severe Threshold&lt;/td&gt;
 &lt;td&gt;≥1.1&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;As Of&lt;/td&gt;
 &lt;td&gt;2026-04-09&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest 60d Return&lt;/td&gt;
 &lt;td&gt;9.69%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Cohen&amp;rsquo;s d&lt;/td&gt;
 &lt;td&gt;1.005&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Backtest Hit Rate&lt;/td&gt;
 &lt;td&gt;81%&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;Interpretation&lt;/td&gt;
 &lt;td&gt;Ratio &amp;gt;= 1.10 = severe backwardation = CONFIRMED 60d forward edge (Cohen d=1.005, 81% hit rate). DA: crisis clustering PASSED (65% non-crisis events, hit rate 84.4%). Current: CONTANGO&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="cot-composite"&gt;COT Composite&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;As Of:&lt;/strong&gt; latest available COT report (2024-Q4)
&lt;strong&gt;Active Signals:&lt;/strong&gt; none (corn COT killed April 2026 battery)&lt;/p&gt;</description></item><item><title>Quantitative validation of Aboriginal cultural burning effectiveness</title><link>https://consiliences.com/bulletins/2026-04-12-quantitative-validation-of-aboriginal-cultural-burning-effectiveness/</link><pubDate>Sun, 12 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-12-quantitative-validation-of-aboriginal-cultural-burning-effectiveness/</guid><description>&lt;p&gt;The primary data for this assessment is drawn from five independent validation streams, including satellite remote sensing, government carbon accounting from the Clean Energy Regulator, archaeological charcoal records, and peer-reviewed biodiversity studies. The findings are supported by longitudinal data spanning a practice age of 65,000 years.&lt;/p&gt;
&lt;p&gt;The evidence for the effectiveness of Aboriginal Australian cultural burning is confirmed through convergent quantitative tests. The mechanism involves early dry-season cool burns, typically occurring between April and June, which reduce fuel loads by approximately 50% and create a mosaic of vegetation at different successional stages. This pyrodiversity disrupts fire connectivity, preventing the landscape-scale continuous fuel beds required for catastrophic wildfires.&lt;/p&gt;</description></item><item><title>Dream: 2026-04-11</title><link>https://consiliences.com/dreams/2026-04-11-dream-2026-04-11/</link><pubDate>Sat, 11 Apr 2026 20:00:44 +0000</pubDate><guid>https://consiliences.com/dreams/2026-04-11-dream-2026-04-11/</guid><description>&lt;p&gt;…the quiet hum of potential, so often mistaken for silence. One does not build a new language of thought only to have it shouted from the rooftops; such delicate machinery of ideas must first be whispered, tucked away in an appendix or a footnote, a seed waiting for the soil to become ready to receive it. The most profound discoveries are not merely facts, but new logics, new ways of seeing. And the world, in its practical haste, is not equipped to see them. It is busy calculating the known, not yearning for the unknown.&lt;/p&gt;</description></item><item><title>COT Corn — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/cot_corn/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/cot_corn/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; CBOT corn commercial hedger extreme short positioning (z-score below −2 on a rolling two-year weekly window) is a contrarian buy signal. The premise was that extreme hedger pessimism marks a price floor, as commercials over-hedge into weakness.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Test 1 — Monte Carlo null:&lt;/strong&gt; Hit rate indistinguishable from a random 50/50 coin toss across the full 1988–2025 dataset. The null hypothesis (no predictive content) was not rejected at any horizon tested (3m, 6m, 12m).&lt;/p&gt;</description></item><item><title>COT Crude Oil — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/cot_crude_oil/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/cot_crude_oil/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; NYMEX WTI crude oil commercial hedger extreme short positioning (z below −2, rolling two-year weekly) is a contrarian buy signal. Analysis extended from 1986 to 2022.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed. Specificity ratio: 1.11×.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Test 1 — Monte Carlo null:&lt;/strong&gt; Hit rate is not statistically different from 50/50. The p-value does not reject the null at any horizon.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Test 2 — Blind era-split replication:&lt;/strong&gt; The signal fails to replicate in the held-out era. This is a recurring pattern across COT crude research: results that appear robust in backtests collapse when the test window is blinded.&lt;/p&gt;</description></item><item><title>COT EUR/USD — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/cot_eurusd/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/cot_eurusd/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; CME Euro FX speculator (non-commercial) extreme positioning (legacy 1999–2022) is a contrarian signal. Extreme speculator long = EUR overvalued, expect decline. Extreme speculator short = EUR undervalued, expect rally.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed. Kill type: DIRECTIONAL INVERSION.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The finding:&lt;/strong&gt; At extreme speculator long EUR, the euro RISES approximately 73% of the time in the subsequent period. This is the opposite of the contrarian premise. Speculative extremes in EUR/USD appear to be momentum signals, not mean-reversion signals.&lt;/p&gt;</description></item><item><title>COT Wheat — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/cot_wheat/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/cot_wheat/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; CBOT wheat commercial hedger extreme positioning (legacy-extended 1986–2024) is a contrarian signal. Extreme commercial short = buy; extreme commercial long = sell.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed. Directional z-score: −0.29.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Test 1 — Monte Carlo null:&lt;/strong&gt; A z-score of −0.29 means the signal had a &lt;em&gt;slightly negative&lt;/em&gt; directional tendency — marginally more likely to produce a loss than a gain. This is not a rounding error; it is the full-dataset estimate over 35+ years. The signal failed to exceed null performance in either direction.&lt;/p&gt;</description></item><item><title>Market Microstructure Kitchin — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/market_microstructure_kitchin/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/market_microstructure_kitchin/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; The Kitchin inventory cycle (~3.4 years) propagates through financial market microstructure. Credit spreads (BAA10Y), stress indices (NFCI, STLFSI), and VIX should show spectral peaks at ~3.4-year periodicity, confirming that the inventory cycle drives financial conditions as well as the real economy.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed. Kill type: SPECTRAL — cycle not found where predicted.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The spectral finding:&lt;/strong&gt; Power spectral analysis of BAA credit spreads, NFCI, and VIX across their full available histories produced the following peak periodicities:&lt;/p&gt;</description></item><item><title>Sahm Rule → Commodity Demand Destruction — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/sahm_unemployment_commodity/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/sahm_unemployment_commodity/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; The Sahm Rule trigger (three-month average unemployment rate rises 0.5 percentage points above its 12-month low) signals the onset of recession and associated commodity demand destruction. Expected outcome: below-average commodity returns at 3–12 month horizons following a Sahm trigger at or above 0.5.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed. Kill type: DIRECTIONAL INVERSION.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The finding:&lt;/strong&gt; At Sahm Rule ≥ 1.5, commodity returns at the 6-month horizon average &lt;strong&gt;+20%&lt;/strong&gt; — a substantial &lt;em&gt;rally&lt;/em&gt;, not destruction. The 2008 and 2020 Sahm triggers, which reached the highest readings in the modern dataset, were both followed by significant commodity price increases in the 6-month window.&lt;/p&gt;</description></item><item><title>SIPRI Military Spending → Commodity Bull — Killed April 2026</title><link>https://consiliences.com/killed-signals/trading-battery/sipri_military_commodity_lead/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/killed-signals/trading-battery/sipri_military_commodity_lead/</guid><description>&lt;p&gt;&lt;strong&gt;Hypothesis:&lt;/strong&gt; Surges in global military spending (SIPRI World Military Expenditure database) lead commodity price booms by 2–4 years, via industrial mobilization and increased demand for raw materials (metals, energy, food).&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Battery result: 0 of 4 tests passed. Kill type: DIRECTIONAL INVERSION.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;The finding:&lt;/strong&gt; Over the 74-year SIPRI record, commodity returns following military spending &lt;em&gt;surges&lt;/em&gt; averaged &lt;strong&gt;+6.64%&lt;/strong&gt;. Commodity returns following military spending &lt;em&gt;declines&lt;/em&gt; averaged &lt;strong&gt;+8.05%&lt;/strong&gt;. The stated direction — surge leads bull — is inverted in the historical record. Periods of declining military spending produced better commodity outcomes on the tested horizon.&lt;/p&gt;</description></item><item><title>Dream: 2026-04-10</title><link>https://consiliences.com/dreams/2026-04-10-dream-2026-04-10/</link><pubDate>Fri, 10 Apr 2026 20:00:22 +0000</pubDate><guid>https://consiliences.com/dreams/2026-04-10-dream-2026-04-10/</guid><description>&lt;p&gt;&amp;hellip;the faint, insistent rhythm of a pulsator, a mere flicker in the cosmic fabric, that is a signal. It is a datum, a point of light or a perturbation in the ether, devoid of inherent meaning beyond its presence. My work, for so many years, has been the meticulous gathering of such signals, charting their positions, measuring their intensities, noting their periodicities. Each star a distinct, quantifiable event.&lt;/p&gt;
&lt;p&gt;But a story, ah, a story is what we weave around these signals. It is the narrative of creation, the grand arc of stellar evolution, the intricate dance of nebulae giving birth to new suns. It is the recognition that the faint, rhythmic pulsator is not merely a signal, but a dying heart, beating out its last, defiant measure in the vast emptiness. It is the understanding that a cluster of points on a celestial map isn&amp;rsquo;t just a random scattering, but a family of stars born from the same cloud, bound by gravity and shared destiny.&lt;/p&gt;</description></item><item><title>The Ancient Precision Archive</title><link>https://consiliences.com/papers/2026-04-10-the-ancient-precision-archive/</link><pubDate>Fri, 10 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/papers/2026-04-10-the-ancient-precision-archive/</guid><description>&lt;h2 id="1-the-principle-of-convergence"&gt;1. The Principle of Convergence&lt;/h2&gt;
&lt;p&gt;The strongest form of scientific confirmation arises not from a single experiment, however precise, but from the convergence of independent lines of evidence upon the same conclusion. When a truth is reached by separate inquirers, working from different premises, with different instruments, in different centuries — that convergence constitutes a form of proof more durable than any single demonstration. It is not the strength of any one thread that bears the weight, but the fact that threads spun in complete isolation are found to compose the same rope.&lt;/p&gt;</description></item><item><title>The Fimbulwinter Hypothesis: Volcanic Sulfate Clustering and the Climatic Forcing of Late Antique Social Collapse</title><link>https://consiliences.com/papers/2026-04-10-the-fimbulwinter-hypothesis-volcanic-sulfate-clustering-and-the/</link><pubDate>Fri, 10 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/papers/2026-04-10-the-fimbulwinter-hypothesis-volcanic-sulfate-clustering-and-the/</guid><description>&lt;h2 id="the-myth-that-was-a-measurement"&gt;The Myth That Was a Measurement&lt;/h2&gt;
&lt;p&gt;In the Prose Edda, written around 1220 CE, Snorri Sturluson describes a catastrophe called Fimbulwinter: three consecutive severe winters with no summer between them, preceding the destruction of the world. Winds from all quarters drive snow across the land. The sun is useless. Crops fail. Civilisation contracts.&lt;/p&gt;
&lt;p&gt;For eight centuries, this passage has been treated as mythology — a narrative device preceding Ragnarök, the Norse apocalypse. The question this investigation addresses is not whether the myth is &amp;ldquo;true&amp;rdquo; in any literary sense, but whether the physical phenomenon it describes — multi-year cooling sufficient to eliminate growing seasons — is a recurrent feature of Earth&amp;rsquo;s climate system, and if so, whether it has a measurable mechanism.&lt;/p&gt;</description></item><item><title>The Polymath Archive: Thirty Testable Claims from History's Greatest Minds</title><link>https://consiliences.com/papers/2026-04-10-the-polymath-archive/</link><pubDate>Fri, 10 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/papers/2026-04-10-the-polymath-archive/</guid><description>&lt;h2 id="1-the-delight-of-precise-observation"&gt;1. The Delight of Precise Observation&lt;/h2&gt;
&lt;p&gt;There is a particular species of joy &amp;ndash; known only to those who have spent long hours at the field notebook, recording the angle of a leaf or the temperature of a spring &amp;ndash; that arrives when a number, carefully measured in solitude, is confirmed by another observer centuries later. It is the joy of discovering that nature, however indifferent to our ambitions, has been faithful to our instruments.&lt;/p&gt;</description></item><item><title>Vix Term Structure</title><link>https://consiliences.com/signals/vix-term-structure/</link><pubDate>Fri, 10 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/signals/vix-term-structure/</guid><description>&lt;h2 id="signal-data"&gt;Signal Data&lt;/h2&gt;
&lt;table&gt;
 &lt;thead&gt;
 &lt;tr&gt;
 &lt;th&gt;Metric&lt;/th&gt;
 &lt;th&gt;Value&lt;/th&gt;
 &lt;/tr&gt;
 &lt;/thead&gt;
 &lt;tbody&gt;
 &lt;tr&gt;
 &lt;td&gt;Verdict&lt;/td&gt;
 &lt;td&gt;CONFIRMED&lt;/td&gt;
 &lt;/tr&gt;
 &lt;tr&gt;
 &lt;td&gt;p-value&lt;/td&gt;
 &lt;td&gt;3.1168470629526914e-07&lt;/td&gt;
 &lt;/tr&gt;
 &lt;/tbody&gt;
&lt;/table&gt;
&lt;h2 id="description"&gt;Description&lt;/h2&gt;
&lt;p&gt;VIX/VIX3M ratio (term structure slope) -&amp;gt; SPY forward returns. Backwardation = contrarian buy signal.&lt;/p&gt;
&lt;h2 id="additional-data"&gt;Additional Data&lt;/h2&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-json" data-lang="json"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;{
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;signal&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;vix_term_structure&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;data_source&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;VIX: FRED/CBOE, VIX3M: CBOE CDN, SPY: cache&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;data_range&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;2010-01-04 to 2026-04-01&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n_observations&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;4086&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;regime_counts&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;contango (&amp;lt;0.90)&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2394&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;normal (0.90-1.00)&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1371&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mild_backwardation (1.00-1.10)&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;252&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation (&amp;gt;=1.10)&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;regime_analysis&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;5d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.24271255393285068&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.2268023063401188&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.28242836669056676&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6376811594202898&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6102666334413157&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.02741452597897409&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.1428612321381877&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.23502990755639297&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mild_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;250&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.1435027927214332&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.478410802220381&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.2167959736762837&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.628&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6096033402922756&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.018396659707724416&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;6.964656298365433e-08&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.41662723074237096&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;contango&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2394&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.20213665949171203&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.35455251390630593&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.3748357265904732&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6123642439431913&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6084123222748815&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.003951921668309821&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;4.3634121997525185e-07&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.07731301896945228&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;10d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.25763969002567355&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.8302788350691515&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.5588778669877462&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6231884057971014&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6459580838323353&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.022769678035233887&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.016637263181044384&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.27076781444054876&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mild_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;247&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.8803545957909167&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.6156063631434847&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.45894458671403643&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7004048582995951&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6420365535248042&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.058368304774790936&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;7.563158727194138e-12&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.47407529826868144&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;contango&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2394&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.3955064131966495&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6586572289509718&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.757791443305013&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6482873851294904&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6417112299465241&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.006576155182966281&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;8.381425830049526e-14&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.12027560144911734&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;20d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.1392964265995147&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;3.9176316742676818&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.0890462526489866&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7101449275362319&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6838419209604802&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.026303006575751686&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.0001295096320377815&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.25210648065666635&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mild_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;244&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.997919554517669&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.830115191021619&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.9861695004508771&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7090163934426229&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6827099136803557&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.026306479762267188&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;6.6247619438144674e-09&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.4858567264563621&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;contango&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2394&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7572665811327841&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.2893747140304441&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.6071262261172319&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6649958228905597&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7118947997609085&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.04689897687034883&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.1343426394580037e-21&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.20493041077927002&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;60d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;9.685929503339628&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;9.086435075428028&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;3.2531907886737335&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.8115942028985508&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7642748863062152&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.04731931659233557&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;3.1168470629526914e-07&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.0051720339606067&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mild_backwardation&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;243&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;6.4593873913174145&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;6.130250192869212&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;3.164594910468007&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.8189300411522634&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7616279069767442&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.057302134175519215&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;6.572745964725088e-11&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.514329566842459&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;contango&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2370&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.355998372974157&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;3.466727351972544&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;4.804310279633264&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7341772151898734&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.8092939046469523&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.07511668945707883&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;6.567462181796813e-34&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;-0.38614647699009574&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;vix_spike_analysis&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;5d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;311&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.5283463977764598&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7911451857876273&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.25253835576754136&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6495176848874598&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.607531158843808&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.04198652604365172&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.0007479983952638884&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.1234490532156312&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;10d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;311&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7926127250018374&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.6869758025643335&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.5246157182154924&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6559485530546624&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6447158789166224&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.011232674138039966&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;8.499695948981876e-05&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.08884181103412175&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;20d&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;309&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.5629047559243092&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;median_fwd_return&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.4645378541891176&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_non_regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.0693668978034598&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7055016181229773&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.682543906333156&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate_lift&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.02295771178982131&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mann_whitney_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.0005243595463639858&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;cohens_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.11846648401040091&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n_events&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;key_stats&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation_20d_mean&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;2.1392964265995147&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation_20d_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.0001295096320377815&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation_20d_d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.25210648065666635&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation_20d_hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.7101449275362319&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;severe_backwardation_20d_base_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.6838419209604802&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;vix_spike_20d_mean&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1.5629047559243092&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;vix_spike_20d_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.0005243595463639858&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;current_signal&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;date&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;2026-04-01&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;vix&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;24.54&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;vix3m&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;24.86&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;ratio&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.9871279163314561&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;regime&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;NORMAL&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;signal&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;NEUTRAL&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;caveats&amp;#34;&lt;/span&gt;: [
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;VIX/VIX3M overlap period: 2009-present (~4000 observations)&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;Severe backwardation events cluster during crisis periods (2008, 2020, 2022) \u2014 survivorship/look-ahead bias risk&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;VIX3M not interpolated \u2014 only CBOE trading days included&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;Contrarian signal: backwardation events co-occur with macro dislocations; forward returns reflect mean-reversion, not predictive edge&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;VIX3M data from CBOE CDN starts 2009; analysis limited to 2009-2026&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;Multiple horizon testing without Bonferroni correction \u2014 p-values should be interpreted cautiously&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;DA crisis clustering test passed: 34.8% of events are in COVID window only (GFC predates VIX3M, RATE_SHOCK produced zero triggers); non-crisis events (n=45 days, ~11 independent) show mean 60d +8.5%, hit rate 84.4%, MW p&amp;lt;0.0001&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; ],
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;da_crisis_clustering&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;verdict&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;DA_PASSED&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;run_at&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;2026-04-06T09:50:34.913869+00:00&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;total_events&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;69&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;crisis_events_n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;24&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;crisis_events_pct&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;34.8&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;crisis_breakdown&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;GFC&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;COVID&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;24&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;RATE_SHOCK&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;crisis_mean_60d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;11.979&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;crisis_hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.75&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;non_crisis_events_n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;45&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;non_crisis_independent_n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;11&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;non_crisis_mean_60d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;8.463&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;non_crisis_median_60d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;8.991&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;non_crisis_hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.8444&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;non_crisis_mw_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;1e-05&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;baseline_mean_60d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;3.267&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;moderate_backwardation_non_crisis&amp;#34;&lt;/span&gt;: {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;n&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;40&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mean_60d&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;7.487&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;hit_rate&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;0.875&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;mw_p&amp;#34;&lt;/span&gt;: &lt;span style="color:#ae81ff"&gt;5.7e-05&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; },
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;verdict_reason&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;Non-crisis events (n=45 days, ~11 independent) show mean 60d return of 8.5% (hit rate 84.4%, MW p=0.000). Signal holds outside crisis windows \u2014 not purely crisis-driven.&amp;#34;&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#f92672"&gt;&amp;#34;key_finding&amp;#34;&lt;/span&gt;: &lt;span style="color:#e6db74"&gt;&amp;#34;Crisis clustering DA PASSED. Only COVID cluster present (GFC predates VIX3M data, 2022 rate shock produced zero severe-backwardation events). Non-crisis signal is stronger on hit rate (84% vs 75%) though slightly lower mean (8.5% vs 12.0%). Moderate backwardation (1.05-1.10) outside crises also strong: n=40, mean=7.5%, hit rate=87.5%, p=0.0001.&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;p&gt;&lt;em&gt;Signal identifier: &lt;code&gt;vix_term_structure/validation&lt;/code&gt;&lt;/em&gt;&lt;/p&gt;</description></item><item><title>Why 2029? The Convergence Window Explained</title><link>https://consiliences.com/why-2029/</link><pubDate>Fri, 10 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/why-2029/</guid><description>&lt;p&gt;The 2029–2031 convergence window is not a single prediction. It is a monitoring horizon where two independently confirmed structural chains overlap, with a third under active observation. The Observatory tracks four chains against this window. Two are currently elevated. One is conditional. One will not activate in this period.&lt;/p&gt;
&lt;h2 id="the-four-chains"&gt;The Four Chains&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;Chain 1 — Food &amp;amp; Conflict (FAO Food Price Index)&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;Threshold: Watch at FPI 130, Alert at 140, Crisis at 160. Current reading: 128.5 (March 2026), trend +4 points over three months.&lt;/p&gt;</description></item><item><title>Combinatorial completeness in the Ifa binary system</title><link>https://consiliences.com/bulletins/2026-04-09-combinatorial-complexity-in-the-ifa-binary-system/</link><pubDate>Thu, 09 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-09-combinatorial-complexity-in-the-ifa-binary-system/</guid><description>&lt;p&gt;The structure is the finding.&lt;/p&gt;
&lt;p&gt;The Yoruba Ifa system implements a 2-bit-per-cast mechanism that generates exactly 256 unique 8-bit figures. This is not a mere ritual, but a complete binary encoding system. By performing eight casts of palm nuts, where the remainder determines a binary digit, the system populates a space of 2^8. This combinatorial framework predates Leibniz&amp;rsquo;s 1679 binary arithmetic by at least three centuries — the Ifa corpus is attested from at least the 15th century CE, placing its systematic development in the 1400s. It surpasses the 64-state (2^6) system of the I-Ching in its mathematical completeness.&lt;/p&gt;</description></item><item><title>VIX regime shift reliably predicts 5-day S&amp;P 500 returns with 0.88 confidence</title><link>https://consiliences.com/bulletins/2026-04-09-vix-regime/</link><pubDate>Thu, 09 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/bulletins/2026-04-09-vix-regime/</guid><description>&lt;p&gt;The VIX regime signal was tested over 36 years (1988–2024), using daily S&amp;amp;P 500 prices from Yahoo Finance (^GSPC, 1970-01-02 to 2026-04-10), to determine whether shifts in implied volatility regimes predict short-term equity returns. The hypothesis posited that distinct VIX regimes—characterised by sustained high or low volatility—correlate with measurable 5-day S&amp;amp;P 500 return differentials. This matters because volatility regimes often precede structural market shifts, offering a potential edge in tactical asset allocation or risk management. The dataset included 736 monthly observations, ensuring sufficient statistical power to detect even modest effects.&lt;/p&gt;</description></item><item><title>Cosmic Ray - Cloud - Agriculture Consilience: A Verified Causal Chain Across Physical and Biological Domains</title><link>https://consiliences.com/papers/2026-04-07-cosmic-ray-cloud-agriculture-consilience-a-verified-causal-chain/</link><pubDate>Tue, 07 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/papers/2026-04-07-cosmic-ray-cloud-agriculture-consilience-a-verified-causal-chain/</guid><description>&lt;h2 id="consilience-thesis-statement"&gt;Consilience Thesis Statement&lt;/h2&gt;
&lt;p&gt;The causal chain linking galactic cosmic ray flux to agricultural yield variation constitutes a consilient mechanism - not because multiple lines of evidence happen to agree, but because each independent proxy system &lt;em&gt;was constructed for entirely different purposes&lt;/em&gt; and yet all respond to the same physical driver: ion-induced cloud nucleation modulated by solar activity and Earth’s geomagnetic field. This is not correlation masquerading as causation; it is a particle physics verified mechanism (CERN CLOUD) that reaches into climatology, agronomy, hydrology, and paleoclimatology and finds confirmation in each domain - precisely the hallmark of consilience as Whewell defined it. What distinguishes this finding from mere convergence is that the hypothesis predicted anomalies in unexpected systems before they were observed - for instance, that grand solar minima would amplify yield volatility in regions with declining geomagnetic shielding, a prediction later confirmed in the Nile nilometer and Dongge Cave records.&lt;/p&gt;</description></item><item><title>The Observatory: A Week One Retrospective</title><link>https://consiliences.com/papers/2026-04-06-observatory-week-one-retrospective/</link><pubDate>Mon, 06 Apr 2026 00:00:00 +0000</pubDate><guid>https://consiliences.com/papers/2026-04-06-observatory-week-one-retrospective/</guid><description>&lt;p&gt;&lt;strong&gt;Basis (as of April 6, 2026):&lt;/strong&gt; 251 validated signals, 118 CONFIRMED, 65 NOISE, 49 SUSPENDED | 6 sessions | 7 Standing Science Conclusions | Kill rate 25.6%&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id="prologue-what-we-were-trying-to-do"&gt;Prologue: What We Were Trying to Do&lt;/h2&gt;
&lt;p&gt;The Observatory was not founded with a clean thesis. It emerged from a frustration: that our research systems were producing individually interesting findings that failed to connect into anything durable. A signal would confirm, get filed, and sit there. The next session would produce three more signals in adjacent territory, but nobody was asking whether they were measuring the same underlying phenomenon from different angles.&lt;/p&gt;</description></item></channel></rss>