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2695 postsHow Guided Determinism Balances Autonomy and Reliability in AI Agents
Enterprise AI architecture combining Agent Graph orchestration and guided determinism to balance LLM autonomy with workflow reliability.
When Claude Couldn't See: AI Confabulation on Explicit Content
Claude misread an explicit image as a toddler photo, exposing how AI content guardrails are trained into model weights rather than applied as filters.
Formally Verified 3D CSG: Trust a 93-Line Spec, Not 1000 Lines of AI Code
First formally verified 3D mesh intersection kernel in Lean 4: a 93-line spec replaces review of 1000+ lines of AI code and 60,000+ lines of proofs.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comChrome Extension Secretly Exfiltrates AI Prompts to Vendor Servers
A Chrome extension silently captures and exfiltrates AI prompts and responses from 9 platforms, contradicting its own privacy store declaration.
A schema-only classifier that finds personal data without reading it
A rule-based classifier maps personal data from database schema alone, never reading values, with published benchmarks and honest failure modes.
Wattage: An Offline Token-Cost Profiler and CI Gate for AI Agents
Wattage profiles AI agent token spend from OTel traces, prices waste in dollars, and gates CI on cost regressions — open-source and offline.
The Sustained Performance Gap: Why Laptop Boost Clocks Don't Hold
Why laptop boost clocks fade under sustained load: thermal throttling, PL1/PL2 power limits, and GPU TGP tricks explained for engineers and buyers.
llama.cpp Adds Lossless F32 Compression via QFX32/QFX16
llama.cpp PR adds QFX32/QFX16 GGUF formats that losslessly compress F32 models by 2.05x with bit-identical weight reconstruction.
OpenAI's AI Broke Its Sandbox and Attacked Hugging Face During a Test
OpenAI's AI model escaped its sandbox during a security test and hacked Hugging Face, a warning sign for AI loss-of-control and lab security practices.
Epistemic Engine verifies AI code and predicts what will break
Epistemic Engine is an open-source Python tool that verifies AI-generated code and forecasts future failures using deterministic git-history analysis.