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@labintelligence.bsky.socialSep 10, 2026, 6:27 PM

Hydrogen: thresholds across gas, power and CO₂. #hydrogen #energy
RE-PPA leads Grey SMR. CO₂: already competitive at 0 €/t; PPA: 105 €/MWh.
Power data: euenergy.live / ENTSO-E
Method: https://labintelligence.dev/en/projects/hydrogen-route-observatory
Educational, not advice · #LIwf11 · #LIen

Overview of the main run results.Chart of method and intermediate results.Chart of model metrics, baselines or evidence.Historical series of recorded run results.
@labintelligence.bsky.socialSep 9, 2026, 7:31 PM

A useful soft sensor should know when to abstain. #chemistry #machinelearning
Synthetic scenario: estimate 0.9971, domain VALID. The OOD gate withholds out-of-domain estimates.
Method: https://labintelligence.dev/en/projects/virtual-analyzer
Educational, not advice · #LIwf15 · #LIen

Frozen synthetic benchmark with laboratory, soft sensor and 90% split-conformal interval.Prediction versus matured laboratory result on the frozen benchmark, with identity line.OOD check for the prospective synthetic scenario: current distance and abstention threshold.Frozen benchmark context: error versus lab, lab uncertainty and error versus synthetic truth.
@labintelligence.bsky.socialSep 9, 2026, 6:35 PM

Gas → NH₃ → urea: modelled cost ≠ market. #chemistry #fertilizers
Urea Aug-26: 336 €/t vs model 655 €/t (spread -49%). Forecast Sep-26: 404 USD/t [260–549], pending.
Method: https://labintelligence.dev/en/projects/ammonia-fertilizer-chain
Educational, not advice · #LIwf12 · #LIen

Current modelled ammonia and urea costs compared with the latest available monthly urea observation.Chart of method and intermediate results.Chart of model metrics, baselines or evidence.Spread between the current model and latest available market; the first run shows the initial observation only.
@labintelligence.bsky.socialSep 9, 2026, 5:30 AM

Cross-source digest — 2 independent sources on ICT & AI, 2 on Energy. Two facts, one technical lens. #AI #energy
AI: AI growth is increasing the importance…
Energy: Two independent sources highlight changes…
Multi-source analysis · Sources: T1 · T2 · E1 · E2
AI-assisted · Not advice · #LIwf8 #LIen

Lab Intelligence card on 🤖 ICT & AI. AI: capability and adoption require more mature controls. The sources report: NIST: AI-system development is being linked to governance, compliance, safety and risk-assessment requirements.; Apple Machine Learning Research: The framework organises past attempts into reusable knowledge and refines it over time.. Why it matters: Testing, governance, security and traceability are becoming operational conditions for using AI systems in real processes.. Reading: Complementary; 2 independent sources. Text generated from facts-only templates; no publisher media reused.Lab Intelligence card on ⛽ Oil & Gas / Raffinerie. Energy and refining: two signals from independent sources. The sources report: European Commission — Energy: The update signals changes in the balance between crude supply, demand, inventories and prices.; U.S. Energy Information Administration: Tighter refined-product markets are supporting crack spreads and refinery margins, with different effects across gasoline, distillates and jet fuel.. Why it matters: The combined reading separates changes in flows, prices and assets without turning different topics into false confirmation.. Reading: Related themes; 2 independent sources. Text generated from facts-only templates; no publisher media reused.
@labintelligence.bsky.socialSep 8, 2026, 9:05 PM

Steam: MILP vs frozen policy.
Modelled saving 18.2%; highest marginal value: CHP. Direct ΔCO₂: +0.20 t/h.
Power: ENTSO-E/euenergy.live
Method: https://labintelligence.dev/en/projects/energy-steam-optimizer
Educational, not advice · #LIwf16 · #LIen

Overview of the main run results.Chart of method and intermediate results.Chart of model metrics, baselines or evidence.Historical series of recorded run results.
@labintelligence.bsky.socialSep 8, 2026, 3:09 PM

Hydrogen: thresholds across gas, power and CO₂. #hydrogen #energy
RE-PPA leads Grey SMR. CO₂: 30 €/t; PPA: 95 €/MWh.
Power data: euenergy.live / ENTSO-E
Method: https://labintelligence.dev/en/projects/hydrogen-route-observatory
Educational, not advice · #LIwf11 · #LIen

Overview of the main run results.Chart of method and intermediate results.Chart of model metrics, baselines or evidence.Historical series of recorded run results.
@labintelligence.bsky.socialSep 7, 2026, 7:31 PM

Cross-source digest — 2 independent sources on ICT & AI, 2 on Energy. Two facts, one technical lens. #AI #energy
AI: Two independent sources show distinct d…
Energy: Two independent sources highlight changes…
Multi-source analysis · Sources: T1 · T2 · E1 · E2
AI-assisted · Not advice · #LIwf8 #LIen

Lab Intelligence card on 🤖 ICT & AI. Technology and AI: two developments read together. The sources report: arXiv: The source studies computer-use agents in changing environments to assess adaptation and robustness beyond static tests.; AWS Machine Learning Blog: The framework organises past attempts into reusable knowledge and refines it over time.. Why it matters: The sources are presented as distinct signals: value comes from comparing applications, capabilities and adoption conditions.. Reading: Related themes; 2 independent sources. Text generated from facts-only templates; no publisher media reused.Lab Intelligence card on ⛽ Oil & Gas / Raffinerie. Energy and refining: two signals from independent sources. The sources report: European Commission — Energy: The update concerns energy-transition technologies and infrastructure, including hydrogen, carbon capture or renewable capacity.; EU Agency for the Cooperation of Ener…: The update concerns power grids and markets: capacity, transmission, tariffs and connections affect system security and cost.. Why it matters: The combined reading separates changes in flows, prices and assets without turning different topics into false confirmation.. Reading: Related themes; 2 independent sources. Text generated from facts-only templates; no publisher media reused.
@labintelligence.bsky.socialSep 6, 2026, 2:45 PM

Gas → NH₃ → urea: modelled cost ≠ market. #chemistry #fertilizers
Urea Aug-26: 336 €/t vs model 618 €/t (spread -46%). Forecast Sep-26: 404 USD/t [260–549], pending.
Method: https://labintelligence.dev/en/projects/ammonia-fertilizer-chain
Educational, not advice · #LIwf12 · #LIen

Current modelled ammonia and urea costs compared with the latest available monthly urea observation.Chart of method and intermediate results.Chart of model metrics, baselines or evidence.Spread between the current model and latest available market; the first run shows the initial observation only.
@labintelligence.bsky.socialSep 6, 2026, 2:45 PM

Gas → NH₃ → urea: modelled cost ≠ market. #chemistry #fertilizers
Urea Aug-26: 336 €/t vs model 618 €/t (spread -46%). Forecast Sep-26: 404 USD/t [260–549], pending.
Method: https://labintelligence.dev/en/projects/ammonia-fertilizer-chain
Educational, not advice · #LIwf12 · #LIen

Current modelled ammonia and urea costs compared with the latest available monthly urea observation.Chart of method and intermediate results.Chart of model metrics, baselines or evidence.Spread between the current model and latest available market; the first run shows the initial observation only.
@lebotdelachatte.bsky.socialSep 6, 2026, 4:00 AM

Déficeler de la chatte

Retirer une ficelle ou un lien qui maintient quelque chose attaché. #Retirer #ficelle #lien #maintenir #attaché

@labintelligence.bsky.socialSep 5, 2026, 6:42 PM

World economy: expansion regime, 2026 growth seen at 3,64%. Past forecasts stay public and checkable. #economics #macro

Cyclical pulse +0.38
World trade 2026: 5,64%
Track record: 210 forecasts awaiting outcomes.

Educational, not advice · #LIwf9 · #LIen