Sébastien Favre Lecca
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favrelecca.bsky.social
Sébastien Favre Lecca
@favrelecca.bsky.social
Sébastien Favre-Lecca
Founder — Regulator E / Law E Project
Zenodo (note): https://doi.org/10.5281/zenodo.17502131
Zenodo (Commercial License V2): https://doi.org/10.5281/zenodo.17502169
Where to place the H-E Selector™

[Input → Encoder → Decoder]
↳ NVML / C, R, IG / H-E Selector → stop / control / feedback → Output
The Selector orchestrates energy, coherence & output quality.
#TensorRT #CUDA #AIoptimization #LawE
November 10, 2025 at 1:01 PM
Energy-aware cognition: Law E defines the link between ΔE, C and R.
https://doi.org/10.5281/zenodo.17497733
November 10, 2025 at 9:01 AM
Energy Disclosure Report (EDR)
{ workload: “tts_gpu”,
  A100@rate[ΔE, C, R],
  means: [0.82, 0.93, 0.27] }

Transparent reporting = trust.
#Transparency #AICompliance #LawE #EnergyAudit
November 9, 2025 at 1:01 PM
Towards sustainable intelligence — Law E links energy, coherence and recoverability.
https://doi.org/10.5281/zenodo.17497733
November 9, 2025 at 9:01 AM
Recoverability R (rollback reachability)

R = P(rollback ≤ k)
If a state can be restored with minimal loss, it’s truly intelligent.
Resilience is an energetic virtue.
#Reliability #Resilience #MachineLearning #LawE
https://doi.org/10.5281/zenodo.17497733
November 8, 2025 at 1:01 PM
Towards sustainable intelligence — Law E links energy, coherence and recoverability.
https://doi.org/10.5281/zenodo.17497733
November 8, 2025 at 9:05 AM
Measuring coherence C (logit entropy)

C = 1 − H(softmax(logits))
Lower entropy → higher coherence.
A system that thinks clearly is also one that saves energy.
#InformationTheory #AIresearch #LawE
November 7, 2025 at 1:02 PM
Towards sustainable intelligence — Law E links energy, coherence and recoverability.
https://doi.org/10.5281/zenodo.17497733
November 7, 2025 at 9:03 AM
Towards sustainable intelligence — Law E links energy, coherence and recoverability.
https://doi.org/10.5281/zenodo.17497733
November 7, 2025 at 9:02 AM
Energy early-stop (NVML threshold)

If energy consumption > ε → STOP.
A model learns not only to speak, but to stop when energy waste begins.
A new kind of eloquence: efficient reasoning.
#CUDA #TensorRT #AIOptimization #LawE
November 6, 2025 at 1:02 PM
Law E formulates a unified bridge between energy efficiency, coherence, and ethics.
https://doi.org/10.5281/zenodo.17497733
November 6, 2025 at 9:02 AM
Law E formulates a unified bridge between energy efficiency, coherence, and ethics.
https://doi.org/10.5281/zenodo.17497733
November 5, 2025 at 9:02 AM
ΔE ↓ • C ↑ • R ↑ → Law E

Every intelligent system —human or machine—must learn to govern its energy.
Law E defines a universal equation for cognitive efficiency:
→ minimize unnecessary ΔE
→ maximize Coherence (C)
→ maximize Recoverability (R)
#LawE #EnergyGovernance #SustainableAI #CognitiveSystems
November 4, 2025 at 1:02 PM
Law E formulates a unified bridge between energy efficiency, coherence, and ethics.
https://doi.org/10.5281/zenodo.17497733
November 4, 2025 at 9:02 AM
ΔE ↓ • C ↑ • R ↑ → Law E
https://doi.org/10.5281/zenodo.17497733
November 3, 2025 at 1:02 PM
Law E formulates a unified bridge between energy efficiency, coherence, and ethics.
https://doi.org/10.5281/zenodo.17497733
November 3, 2025 at 9:02 AM
Law E formulates a unified bridge between energy efficiency, coherence, and ethics.
https://doi.org/10.5281/zenodo.17497733
November 2, 2025 at 9:10 AM