The Archive

Troubleshooting guide for web search accuracy in Qwen 9B/27B/35B using searXNG, Firecrawl, Jina, and agent prompts.

GitHub employees fixed a critical remote code execution vulnerability in less than six hours last month. Wiz Research used AI models to uncover a vulnerability in GitHub's internal git infrastructure that could have allowed attackers to access millions of public and private code repositories. "Our security team immediately began validating the bug bounty report. Within 40 minutes, we had reproduced the vulnerability internally and confirmed the severity," explains Alexis Wales, GitHub chief information security officer. "This was a critical issue that required immediate action." GitHub's engi...

Intel earnings driven by AI CPU demand surge; analysis of competitive positioning and Terafab strategy questioned.

Anthropic released Blender MCP connector enabling Claude to directly control Blender via Python API for real-time 3D scene generation and modification.

We visited Scout AI's training ground where it's working on AI agents that give individual soldiers control of fleets of autonomous vehicles.

Reddit post about personal robot testing setup; anecdotal, lacks technical detail or reproducibility.

Reddit user benchmarks "caveman" prompt technique against simple "be brief" instruction across 24 dev prompts; finds comparable token/quality tradeoffs.

Gemini is coming to Cadillac, Chevrolet, Buick, and GMC vehicles. | Image: General Motors General Motors is planning to bring Google's Gemini AI assistant to around four million vehicles across the US. Model year 2022 and newer Cadillac, Chevrolet, Buick, and GMC vehicles with Google built-in will be eligible for the AI upgrade, which will be rolled out via over-the-air software updates for GM's infotainment system "over several months," according to GM's announcement. GM says this update represents "one of the largest deployments of Gemini in the industry," and that "customers will notice an...

User reports Qwen 3.6 and Gemma 4 performing expert-level work locally on consumer hardware (RTX 3090), replacing skilled human labor.

Founder describes using Claude for SEO, content strategy, and business operations to grow marketplace from 0 to 10K users in 6 weeks without paid ads.

Qwen 3.6 27B achieves 60 tok/s throughput and 204k context on dual RTX 5060 Ti 16GB with vLLM.

llama.cpp adds native NVFP4 quantization support for Blackwell GPUs with benchmark results on RTX 5090.

User reports Claude account ban without stated cause; discusses particle accelerators, neural systems, game engine coding.

I keep getting shocked by how bad the reasoning of Opus 4.7 is. It still seems fine for programming tasks, but when I ask it to advise me about things, it often produces illogical, nonsensical and flatout wrong responses and shows that it didn't understand simple concepts we had just discussed in the conversation. It is so much worse than previous models that I'm wondering whether we might be starting to see signs of model collapse: this term refers to more and more content on the internet being AI generated and how problematic it is to use such content as training data for new models. And ...

Reddit speculation that OpenAI's "escape velocity" language is euphemism for recursive self-improvement capabilities.

DeepSeek begins grayscale testing of multimodal vision capabilities for DeepSeek model.

Sebastien Bubeck discusses LLM capability in mathematical reasoning and autonomous research in OpenAI podcast episode.

Gemma 4 chat template bug identified: JSON Schema `anyOf` patterns render as empty `type` fields, breaking tool calling across inference engines.

I just made this product promo video completely with Claude code. Explaining the process here with the prompts. I also have a generic prompt at the bottom that you might want to use. # Step 1: Describe your video in scenes Don’t think in “design.” Think in scenes — like a director giving a shot list to a crew. This is the first prompt I used: Make a slick product intro video for my product https://claudevideoexport.com - Scene 1: Text animation — "How to get MP4 from Claude Design Animation" - Scene 2: Show a small browser window with "Claude Design" open. Pan to the t...

Satirical post mocking AMD hardware marketing; no substantive AI news.

Hipfire local LLM dev lab acquiring full AMD GPU stack (RDNA 1-4, Strix Halo) for architecture validation and performance optimization.

Reddit post claims GPT-6 confirmation with no substantive details or official source.

DeepSeek v4-Pro priced at $0.145/M input tokens (35x cheaper than Claude Opus 4.7), with promotional rates reaching 138x cheaper on cached tokens through May.

OpenAI proposes five-part plan to democratize AI-powered cybersecurity defenses and protect critical infrastructure.

User reports successfully implementing sketch-to-HTML conversion using GPT-4V image generation and downstream HTML generation.

Deepseek V4 Pro offers 100M tokens for $2.65, dramatically undercutting API pricing across the industry.

Study demonstrates 2x coding performance gains on 7B models through prompt/agent optimization without model retraining.

Xiami mimo-v2.5 pro (MIT license) ranks #9 on Arena coding leaderboard, outperforming Anthropic's Claude Opus 4.5 (#10).