…And that's also why the local LLM helps. Claude Code already has a switch between Opus, Sonnet, and Haiku, and setting up an Anthropic API-capable local LLM slots in as…
…AI-generated summary Does a lexical retriever suffice as large language models (LLMs) become more capable in an agentic loop ? This question naturally arises when building deep research systems. We revisit it…
…AI-generated summary Self-evolving LLMs excel in verifiable domains but struggle in open-ended tasks, where reliance on proxy LLM judges introduces capability bottlenecks and reward hacking . To overcome this, we…
…DR? LLM agents are much more capable than we thought and only need gentle coaxing to deliver their best results when given a problem. Related Start treating your LLMs as smarter than…
My personal test for small local LLM intelligence is to check whether a model has any ability to understand the code that I write for my own academic research. My research is on some pretty niche topics and I doubt that …
This is something that has been bouncing around my head for the past couple weeks with the flood of security related news around Mythos and the number of 0days being found.Microkernels, unikernals, hardware-enforced capa…
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder. Why was claw-coder created? Answer: To solve th…
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder.Why was claw-coder created? Answer: To solve the…
I am a 25 y.o mid level engineer in an older classic on prem infra team (average age around 45) and we manage a nice mix of Linux / Windows servers. We are also in business critical so we can't just blindly copy and past…
I used Claude Code with a local LLM on Ollama, and it’s surprisingly capable for something that's free
…organized by seven capability dimensions, ten industry categories, and panel-derived difficulty tiers, with item-aligned English, Russian, and Vietnamese renderings. Our construction pipeline rejects 70.3% of LLM -generated candidates at…
…capabilities. A joint study from Intel and Tech Mahindra benchmarked key performance metrics. By evaluating these parameters under various conditions, a detailed performance profile of the Indus large language model (LLM) on…
…capable of processing hundreds of billions of parameters in a matter of seconds. Related 7 things I wish I knew when I started self-hosting LLMs I've been self-hosting LLMs…
…But we won't need to be running 32B models to make the most of LLM capabilities. Quiz 8 Questions · Test Your Knowledge You don't need a beefy GPU to run…
…Recent developments in models like Gemma 4 and Qwen-3.6-35B-A3B demonstrate advanced capabilities such as tool-calling which enable LLMs to search the web, interact with external APIs and…
