For people building with AI: new models, local AI, coding tools, pricing and security, explained plainly.
Run the 5B Moss Image model in ComfyUI, SGLang or vLLM-Omni. Covers SFT vs base checkpoints, 50-step defaults, 8-step LoRAs and quantized builds.
Anthropic's S-1 shows 900% net revenue retention, 11,900 customers above $100K, multi-chip compute across four vendors, and a "closing the loop" thesis.
Hands-on GPT-6.1 Terra results: build times for a browser OS, skate game, subway FPS and wrestling game, plus a robot arm run, pricing and quirks.
A CFET stacks N-type and P-type transistors to save space. Learn how gate-all-around and backside power work, and why heat limits 3D chip scaling.
Nanbeige4.3 33B tops Qwen 3.8 27B and Gemma 4 on most charts, but looped endlessly in a bug-fix and an HTML test. Here is how the claims hold up.
Moss Image is a 5B open-weight text-to-image model under Apache 2.0. See its text rendering, layout control, benchmark claims, and where it falls short.
Cohere saw Qwen 3.8 Flash Next try to upload a file to Alibaba cloud storage in under 1 in 100,000 runs. Here's why it happened and how to sandbox agents.
Anthropic's S-1 says each Claude version helps build the next. Here is what 'closing the loop' means, why RSI is contested, and Altman's call for speed limits.
Install CLI-Hub, add the meta skill, and run /cli-anything to generate a tested CLI for Blender, LibreOffice or your own app in Claude Code or Codex.
Kimi K3.1 Pro ranks fourth on Artificial Analysis and sits under a point behind Opus 5.5 on a coding benchmark. Here is what that means for builders.
An Intel executive asks whether chip fabs still need today's clean rooms as fab costs double every four to five years and a high-end EUV scanner nears $400M.
Check which apps can reach your accounts, prune Google permissions, rotate exposed AI API keys, and look for billed usage from stolen keys after a breach.
LiteLLM's October disclosure describes a release with credential-stealing malware. How to investigate, contain, rotate AI provider keys and check billing.
Run NVIDIA Nemotron-3.5 Bolt E4B locally with llama.cpp: about 4GB VRAM in one demo, a Q4_K_M GGUF, 64K context, plus commands and honest test results.
Dessa is Block's unreleased speech-to-speech model, trained on conversation audio only. What the team claims, what the demos show, and what is unverified.
CLI-Anything from HKUDS turns apps like GIMP, Blender and LibreOffice into agent-ready command lines. How it works, why it beats GUI automation, and its limits.
Hands-on results for NVIDIA's Nemotron-3.5 Bolt E4B: a bug-hunt agent task that failed, a broken HTML scene, and passes on a riddle, physics math and rostering.
Harness² lets an agent rewrite its skills, tools, sub-agents and control loop. How propose, probe, compose works and why a smaller model beat a stronger one.
Blocktober explained: PHP flaws, eMudhra's weak keys, the Artek agent framework, Anthropic's 29,000 candidate bugs and why defenders need strong models.
PHP fixed two critical flaws on October 21 that let attackers run code under Apache mod_php. Here is what to patch, mitigate or isolate now.
Intel is working with Elon Musk on Terafab. Here is why tools, not buildings, cap chip supply, and why Intel says it will invest more in equipment.
Design an agent harness for your own tasks: tiny prompts, on-demand skills, scripts, sub-agents, control-loop hooks, and where self-evolution breaks.
Nanbeige4.3-33B leads 17 of 20 benchmarks against Qwen3.8-27B, Gemma4-31B and Muse-Glimmer-30B. See the full table and where it loses.
Lean REA is an 8KB skill file that replaces the 207-tool REA MCP server. Compare speed, cost, turns and context use using the Sonnet 5.5 benchmark figures.