Editorial Search Archive

Sweep reasoning effort per task class with proven low high max tiers, default down from max thinking, and escalate on repair rates to cut spend 40%.

Atria Dawn Preview ships quiet MIT 744B MoE weights with 5 vendor-reported top scores. Independent evals, hosting dates and context checks still pending.

Explore World Labs Atlas turning phone photos into explorable 3D worlds with pixel camera control and real-to-sim robot training pipelines for production.

Expose curated versioned tools through one Foundry Toolbox MCP endpoint with central credentials, blue-green versions and RAI guardrail policies.

Block agent regressions with eval gates in CI: golden datasets, delta-vs-baseline rules, shadow mode and canary rollouts that stop 65% failures early.

Explore Claude merged chat, Cowork and Design interface with Docs and Slides beta and what single-surface agents mean for proven production builders.

Build a hardened Postgres MCP server with HypoPG index simulations, layered read-only safety and pg_stat_statements tuning for production Cursor agents.

Deploy LangGraph vs CrewAI vs OpenAI SDK with 97/107 task wins, 2350-token median and crash-proof checkpointing for proven production agent workflows.

Explore how Cloudera and Mistral bring private frontier inference to governed enterprise data with 6.3x leak protection math and complete migration steps.

LMArena Sep 15 board has Mythos 5 at 1531, Fable 5 at 1525, Opus 5 at 1522 over 1500 Elo with Kimi K3 at 1500 and Qwen3.8 Max at 1491. Router re-tier inside.

Anthropic alleged Sep 10-12 that Alibaba ran 151M distillation exchanges and Moonshot plus DeepSeek routed users to Claude. NSA and FBI cited. Defense playbook inside.

Ornith-1.5-397B MIT MoE hits 86.1 Terminal-Bench and 86.6 BrowseComp on par with Opus 4.8. Family 9B to 397B, serve via vLLM or quants.