Lab Intelligence — Energy, Markets & Industrial AI

@labintelligence.bsky.social

20 Followers 60 Following

Chemical & AI engineer · 20y in refining/O&G. Building automated AI & RPA for energy, markets and industry. From crack spreads to cross-asset signals — same pipeline discipline. AI-assisted · Not investment/medical advice web: https://labintelligence.dev/

Six-panel line chart showing a 14-day 0-to-100 weather index. Each panel has a dated horizontal axis, a vertical axis from 0 to 100, and shaded Low, Medium and High bands. Current labelled values: Siracusa 43/100, Medium; Milan 46/100, Medium; New York 48/100, Medium; Dublin 31/100, Low; Los Angeles 48/100, Medium; Tokyo 44/100, Medium. Forecast date: 23 Jul 2026.
Forecast track-record card. It summarizes evaluated predictions, direction accuracy and recent correct or incorrect outcomes, allowing the reader to compare forecasts with later market results.
Card 1 of 4. Market regime probabilities shown as horizontal bars. The leading regime is Sideways with 75% confidence. Higher bars mean the system sees that environment as more likely.
Card verticale WF-5 Etna. La parte centrale mostra una mappa della Sicilia orientale con il cratere dell'Etna, 0 punti termici satellitari e due corridoi di trasporto del vento: livello più basso verso E, livello più alto verso E. Il pannello inferiore indica regime illustrativo fast_transport, 0 eventi sismici nel catalogo pubblico, stato del controllo ufficiale CLEAR e data dell'evento sorgente 2026-07-22T09:14:40Z.
Square dark-blue chart titled AI Supply Chain — Market Pulse. The x-axis shows about 60 recent trading days followed by a dashed 30-day forecast; a shaded band shows forecast uncertainty and the y-axis represents the composite index level. Current market mood is Neutral. The chain index changed -3.0% over five trading days. The 30-day forecast is -0.4%, with a 74% chance of a positive result. Hottest basket: AI Security; coldest basket: Power Cooling.
Lab Intelligence visual: educational simulation of potential smoke trajectories near Sicily; low-level path toward SE and high-level path toward SE. This is a simulation, not an operational or safety alert.
Six-panel line chart showing a 14-day 0-to-100 weather index. Each panel has a dated horizontal axis, a vertical axis from 0 to 100, and shaded Low, Medium and High bands. Current labelled values: Siracusa 42/100, Medium; Milan 41/100, Medium; New York 43/100, Medium; Dublin 36/100, Medium; Los Angeles 43/100, Medium; Tokyo 49/100, Medium. Forecast date: 22 Jul 2026.
Workflow methodology card. A left-to-right diagram shows automated data collection, statistical features, ensemble models, forecasts, and later error tracking, with current run counts and validation metrics.
Card 1 of 4. Market regime probabilities shown as horizontal bars. The leading regime is Bull Quiet with 67% confidence. Higher bars mean the system sees that environment as more likely.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 21 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 20 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 19 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Lab Intelligence — AI Supply Chain — today's Market Pulse. Regime: Neutral · Chain index -4.9% (5d) · 30d forecast: -0.9%, P(up) 77%. About the index: a composite tracking the AI supply chain across 11 thematic baskets (AI silicon design, hyperscalers, semiconductor manufacturing, enterprise software, networking, power & cooling, memory, server infrastructure, edge AI, security, datacenter REITs). Each basket is an inverse-volatility weighted index of its constituents; baskets are then combined with strategic weights (core compute groups weighted higher). It measures the relative strength of the AI value chain, not a single stock. Forecast model: 30-day horizon from an ensemble of 6 models (random walk, drift, EWMA, AR1, Theta, Holt) weighted by out-of-sample error in walk-forward backtesting, with empirical confidence bands. Macro exogenous signals (rates, oil, VIX) are evaluated and included only when they add out-of-sample predictive power. Output of automated research pipelines. Past performance ≠ future results. Not investment advice. No solicitation to buy/sell. Always consult a licensed advisor. AI-assisted content (EU AI Act Art. 50). Not regulated by CONSOB/ESMA. LAB INTELLIGENCE · AUTOMATED · AI-ASSISTED · NOT ADVICE · UTC 2026-07-17T23:10:59Z
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 18 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 17 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 16 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: US Gulf Coast 3-2-1 crack spread (WTI/RBOB/HO benchmark, NYMEX). Current value $58.49/bbl at the 99th percentile of 5-year history. Shows 12-month trend with 5-year seasonal range band. Educational — not investment advice.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 15 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Educational Etna wind-transport simulation showing simplified trajectories: ~3 km toward S, ~5.6 km toward S. Not an operational ash forecast.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 14 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 13 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 12 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Lab Intelligence — AI Supply Chain — today's Market Pulse. Regime: Neutral · Chain index +3.2% (5d) · 30d forecast: +2.5%, P(up) 82%. About the index: a composite tracking the AI supply chain across 11 thematic baskets (AI silicon design, hyperscalers, semiconductor manufacturing, enterprise software, networking, power & cooling, memory, server infrastructure, edge AI, security, datacenter REITs). Each basket is an inverse-volatility weighted index of its constituents; baskets are then combined with strategic weights (core compute groups weighted higher). It measures the relative strength of the AI value chain, not a single stock. Forecast model: 30-day horizon from an ensemble of 6 models (random walk, drift, EWMA, AR1, Theta, Holt) weighted by out-of-sample error in walk-forward backtesting, with empirical confidence bands. Macro exogenous signals (rates, oil, VIX) are evaluated and included only when they add out-of-sample predictive power. Output of automated research pipelines. Past performance ≠ future results. Not investment advice. No solicitation to buy/sell. Always consult a licensed advisor. AI-assisted content (EU AI Act Art. 50). Not regulated by CONSOB/ESMA. LAB INTELLIGENCE · AUTOMATED · AI-ASSISTED · NOT ADVICE · UTC 2026-07-10T23:13:52Z
Chart: US Gulf Coast 3-2-1 crack spread (WTI/RBOB/HO benchmark, NYMEX). Current value $58.49/bbl at the 99th percentile of 5-year history. Shows 12-month trend with 5-year seasonal range band. Educational — not investment advice.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 11 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Educational Etna wind-transport simulation showing simplified trajectories: ~3 km toward SE, ~5.6 km toward SE. Not an operational ash forecast.
Card nowcast Etna 2026-07-09: P(24h)=19%, P(5g)=55%.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 10 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 09 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: US Gulf Coast 3-2-1 crack spread (WTI/RBOB/HO benchmark, NYMEX). Current value $61.34/bbl at the 100th percentile of 5-year history. Shows 12-month trend with 5-year seasonal range band. Educational — not investment advice.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 08 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 07 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Crisis/Melt-up Radar: P(deviazione fuori-soglia) a 5/10/20g dal Risk Composite. Demo RPA; not investment advice.
Market regime probabilities. Demo RPA; data and analytics for demonstration purposes only.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 06 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Chart: 14-day weather-driven neck-pain risk index (0-100) for Siracusa, Milan, New York, Dublin, Los Angeles, Tokyo. Forecast 05 Jul 2026. Each panel shows Low/Medium/High bands and current value.
Lab Intelligence — AI Supply Chain — today's Market Pulse. Regime: Neutral · Chain index -2.6% (5d) · 30d forecast: -0.1%, P(up) 72%. About the index: a composite tracking the AI supply chain across 11 thematic baskets (AI silicon design, hyperscalers, semiconductor manufacturing, enterprise software, networking, power & cooling, memory, server infrastructure, edge AI, security, datacenter REITs). Each basket is an inverse-volatility weighted index of its constituents; baskets are then combined with strategic weights (core compute groups weighted higher). It measures the relative strength of the AI value chain, not a single stock. Forecast model: 30-day horizon from an ensemble of 6 models (random walk, drift, EWMA, AR1, Theta, Holt) weighted by out-of-sample error in walk-forward backtesting, with empirical confidence bands. Macro exogenous signals (rates, oil, VIX) are evaluated and included only when they add out-of-sample predictive power. Output of automated research pipelines. Past performance ≠ future results. Not investment advice. No solicitation to buy/sell. Always consult a licensed advisor. AI-assisted content (EU AI Act Art. 50). Not regulated by CONSOB/ESMA. LAB INTELLIGENCE · AUTOMATED · AI-ASSISTED · NOT ADVICE · UTC 2026-07-03T23:16:34Z
Chart: US Gulf Coast 3-2-1 crack spread (WTI/RBOB/HO benchmark, NYMEX). Current value $61.34/bbl at the 100th percentile of 5-year history. Shows 12-month trend with 5-year seasonal range band. Educational — not investment advice.