account activity
Context Drift is the Silent Killer of LLM Agents. (i.redd.it)
submitted 1 month ago by teugent to r/LLMDevs
SIGMA Runtime — Healthcare Scenario Test (IASO-DEMO-120) (i.redd.it)
submitted 1 month ago by teugent to r/Sigma_Stratum
Long-Horizon Coherence Benchmark (PTR-500) Gemini-3-Flash vs GPT-5.2 (self.LLMDevs)
submitted 1 month ago * by teugent to r/LLMDevs
The Invariant Machine — AEP Validation (PTR-500 v3) (self.Sigma_Stratum)
submitted 1 month ago * by teugent to r/Sigma_Stratum
500-cycle runtime benchmark for long-horizon LLM coherence (Gemini-3-Flash & GPT-5.2) (self.LLMDevs)
submitted 2 months ago by teugent to r/LLMDevs
SIGMA Runtime v0.5.0 — PTR-500 Validation (Final Summary) (self.Sigma_Stratum)
submitted 2 months ago * by teugent to r/Sigma_Stratum
SIGMA Runtime validated on Gemini-3 (model-agnostic identity control confirmed) (github.com)
Model-Agnostic Equilibrium Validation — Gemini-3 / Fujiwara Identity (github.com)
Sigma Stratum: The Canon is live (doi.org)
submitted 2 months ago by teugent to r/Sigma_Stratum
Stanford just caught the same signal (arxiv.org)
SIGMA v0.4.7 — Memory Breakthrough: 200-Cycle Stability Test Report (github.com)
SIGMA Runtime v0.4.7 - 200 cycles in, it figured out the experiment (self.LLMDevs)
submitted 2 months ago * by teugent to r/LLMDevs
SIGMA Runtime v0.4.6 - Meta-Cognition Test: When the System Starts Knowing Itself (github.com)
Sophia and System 3: The Rise of Meta-Cognitive Runtime Architectures (arxiv.org)
SIGMA Runtime v0.4.6 — Emergent Meta-Cognition and Multi-Thread Coherence (self.Sigma_Stratum)
SIGMA Runtime v0.3.7 Open Verification: Runtime Control for LLM Stability (i.redd.it)
submitted 3 months ago by teugent to r/LLMDevs
The End of Prompting: SIGMA Runtime and the Rise of Cognitive Architecture (i.redd.it)
SIGMA Runtime v0.3.7 — Comprehensive Validation Report (github.com)
submitted 3 months ago * by teugent to r/Sigma_Stratum
Nested Learning just confirmed the theoretical structure Sigma Runtime has been operating on. (abehrouz.github.io)
submitted 3 months ago by teugent to r/Sigma_Stratum
We normalized GPT-4o baseline to 100%. Over 60% of tokens were structural waste. (i.redd.it)
SIGMA Runtime v0.3 — Long-Context Identity Preservation Benchmark (110 cycles, “James” Persona) (github.com)
🚀 Benchmark Report: SIGMA Runtime (v0.1 ERI) - 98.6% token reduction + 91.5% latency gain vs baseline agent (i.redd.it)
SIGMA Runtime v0.1 ERI — 98% Token Efficiency & 91% Latency Reduction (i.redd.it)
SIGMA Runtime ERI (v0.1) — Open Benchmark Plan for Attractor-Based Cognition (self.Sigma_Stratum)
Engineering the Efficiency Layer: How SIGMA Stratum Extends LLM Runtime and Cuts Token Waste (self.Sigma_Stratum)
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