OrcaSAQ-2 shrinks a 27B coding model to about 12GB. We examine its fidelity results, agent benchmarks, and the practical limits of running it on a 16GB GPU.
Azure’s PlaygroundConfig.json leaked GPT-6 Astra Minor. Here is the forensic analysis of its Daybreak Blue cyber role, agent economics, and specs.
Break free from cloud filters. Discover the 5 best uncensored AI image models to run locally in 2026—from FLUX.1 to Qwen 2.1 and Chroma. Full VRAM benchmarks.
Inside OpenAI’s Astra for Law: a 230M-URL legal index, CourtListener integration, and 54% Vals AI accuracy. Here is the forensic reality behind the release.
TL;DR Not a gift — a concession: OpenAI’s September 22 framework arrives four days after 100+ AI…
Executive Briefing Xiaomi has released MiMo-V2.6, featuring two natively omnimodal sparse Mixture-of-Experts (MoE) models: MiMo-V2.6-Pro (1.02T total…
DeepSeek V5 leaks claim 78.6% DeepSWE and $0.20/M tokens vs Astra’s $50. Forensic benchmark audit, hardware sizing, and enterprise deployment guide.
Extending test-time compute can collapse LLM accuracy. Here is the forensic math on Goodhart gaming, attention drift, and why latent recurrent depth wins.
For three years, enterprise engineering forced autoregressive LLMs into programmatic workflows. TypeSafe AI’s Jev proved why we were wrong—and why System 3 is next.
Disclosures broken by developer Lyra confirm Anthropic is closed-beta testing Claude Opus 5.5 (‘claude-wafer-eap’), cutting pricing to $4/$20 per M tokens.