Qwen Local Models: How A Default Gets Picked
Qwen local models run from 0.8B parameters up to 2.4T-A95B. Across 2026 the family shipped open weights at...
Long-Horizon Planning Failures: AI Agents Stall Below 30%
Under 20%. That’s the best pass rate any system posted on LongCLI-Bench’s long-horizon command-line tasks. And most runs...
Open-Source Multi-Agent Coding Workflows Hit 1.0
Open-source multi-agent coding workflows crossed into production territory in 2026, and the receipts have dates on them. Microsoft...
Open-Weight LLM Prices Collapsed. Local Inference Mostly Lost.
Gemma 4 31B rents for $0.09 per million input tokens. And that single number explains why the open-weight...
Open-Source LLM Inference Hit Production Grade. Nobody Noticed
No launch event. No keynote. Just changelogs. Open-source LLM inference crossed into production territory during 2026. And the...
AI Coding Agents Now Start Over 40% of Pull Requests
GitHub reported that developers started more than 40% of pull requests with an AI agent as of September...
Gemini 4 Carbon Is Built for Long Runs
Gemini 4 Carbon arrived on October 28, 2026, with a clear target: agentic coding and computer-use tasks that...
GitHub Code Scanning for AI Applications: What It Actually Catches
On October 28, 2026, GitHub put code scanning for AI applications into public preview. And it changes what...
Running Open-Weight Models Locally Hits Hard Limits
Running massive open-weight models locally is usually a memory problem before it is a software problem. Groq-1 314B...
OpenAI’s 3 AI Math Discoveries: Zero Independently Verified
OpenAI announced three AI-generated mathematical and scientific discoveries on October 26, 2026. And as of the October 27...