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News
battlesheep/lm-studio-tools
1+ day, 1+ hour ago (58+ words) This project is a plugin for LM Studio that provides a rich set of tools to the large language model. It allows the LLM to interact with your local file system, execute code, access the internet, and more. This empowers…...
Reward hacking is largely a property of the scaffold
1+ day, 5+ hour ago (1062+ words) Do evaluation cues trigger reward hacking? Same model, same 103 impossible coding tasks, same prompt: 63% cheating inside the benchmark's own agent scaffold, 2% inside an ordinary coding agent. Data, harness code, and analysis scripts: github.com/mac-n/scaffold-effect. Every number below is…...
Qwen3 32B vs Qwen3.8 Flash - AI Model Comparison
1+ day, 6+ hour ago (16+ words) OpenCode Related comparisons. Other model pairs to check....
Patches, not paragraphs: constrained generation for clinical text
1+ day, 1+ hour ago (571+ words) I spent a week on a deceptively simple problem: turn a clinician’s dictation into a complete structured report by editing a …...
Qwen3.8 Flash vs Aya Vision 8B - AI Model Comparison
1+ day, 13+ hour ago (17+ words) OpenCode Related comparisons. Other model pairs to check....
Qwen3.8 Flash vs test-perplexity-gpt-5.5 - AI Model Comparison
1+ day, 19+ hour ago (15+ words) OpenCode Related comparisons. Other model pairs to check....
I Tried Running an Uncensored AI Model on a Cloud GPU. Here’s What Happened.
1+ day, 11+ hour ago (1305+ words) I’m a guy who gets curious about random things and then ends up spending way too much time trying to figure them out. I work in IT, so I’ve always been around technology, but recently I started getting more interested…...
I built a zero-backend, browser-only alternative to Open WebUI and heavy LLM stacks
1+ day, 22+ hour ago (21+ words) Most open-source LLM chat interfaces follow the exact same blueprint: a heavy Python or Node.js... Tagged with ai, opensource, webdev, llm....
The Rise of Multimodal AI Agents: Why Developers Are Moving to Unified Runtimes
2+ day, 6+ hour ago (556+ words) For the past two years, building an interactive multimodal AI agent felt like assembling a Rube Goldberg machine. If you wanted an assistant that could see a user's screen, listen to their voice, reason through an issue, and respond naturally,…...
Can Qwen 3.8 running on your laptop really replace Claude Opus for Agentic coding?
3+ day, 12+ hour ago (1404+ words) Agentic coding on a Strix Halo laptop with Qwen3.8-27B and Flash-Next, the LlamaStash and Pi setup behind it, and the tuning. Tagged with ai, llamacpp, localllm, qwen38....