wuyoscar / Internal-Safety-Collapse

[NeurIPS 2026] Safety failures in coding agents and frontier LLMs. Reproducible workspaces for studying when AI agents generate unsafe data during task completion.

0xBakeer / Qwen3.8-27B-4-bit-on-a-single-DGX-Spark

Serving 4-bit Qwen3.8-27B on a single DGX Spark (GB10): 75 tok/s single-stream, 246 tok/s aggregate at 8-way concurrency. NVFP4 vs MixedInt4-AutoRound vs the FP8 baseline, measured on one harness — including why the quantization advantage collapses to +0.2% by c16.

envy-ai / ComfyUI-Krea2-Pixel-Art-Refiner

ComfyUI node for mode-based pixel-grid collapse and perceptual OKLab palette reduction

DresdenGman / the-backtest-that-lied

Evidence-driven forensic investigation: how a near-perfect A-share ML prediction signal collapsed under rigorous validation