How LLMs Work
Large language models like ChatGPT, Gemini, and Claude operate as next-token prediction machines, generating text by repeatedly calculating probability distributions over their vocabulary for what token should follow a g…
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Large language models like ChatGPT, Gemini, and Claude operate as next-token prediction machines, generating text by repeatedly calculating probability distributions over their vocabulary for what token should follow a g…
A new arXiv paper (2609.16306v1) proposes a method to recognize the motion sequences of Bharatanatyam Adavus, achieving 99% accuracy with a Convolutional Neural Network for Key Posture recognition and 84% with a Support …
OpenAI revealed Dots, an always-on AI agent powered by GPT-6 Astra that runs on its own dedicated cloud computer with a cloud browser and connects to Slack, Microsoft Teams, and calendars to pursue sustained goals autono…
A developer argues that AI coding agents require structured context files beyond CLAUDE.md, such as intent.md, spec.md, and plan.md, to reduce assumptions and align code with product goals. The article suggests that as A…
Limitations of stateless AI systems, which require feeding entire conversation histories into each new request, and introduces the concept of stateful AI agents that maintain persistent memory and self-learning capabilit…
Researchers from Emory University and the Georgia Institute of Technology deployed an AI-powered facial recognition device called CapuchinAI in Costa Rica's Taboga Forest Reserve, where 16 capuchin monkeys interacted wit…
Hermes Agent by Nous Research is an open-source AI agent that solves the problem of statelessness by integrating a closed learning loop into its runtime. After completing a task, the agent autonomously evaluates the sess…
OpenAI released a GitHub document containing over 700 math solutions in varying stages of verification, which commentator Alberto Romero calls potentially the biggest event in mathematical history, citing OpenAI staffer …
A developer built Study Saathi, a local AI study companion that converts uploaded PDF and TXT notes into summaries, practice MCQs, and flashcards. The app runs entirely on-device via Ollama with the qwen3:1.7b model, usi…
A developer proposes a delegation boundary for AI agents that splits tasks by reversibility rather than difficulty: agents may autonomously handle log triage, alert digests, test generation, linting, draft PRs in isolate…
NVIDIA released TensorRT Model Connect, an open source collection of C++ AI model reference implementations built on NVIDIA TensorRT, covering 128 model families tested on NVIDIA GB300 as of its public July 29, 2026 rele…
A developer documented deploying a Spring Boot-based Gemini chat app to Render's free tier, using a multi-stage Dockerfile that builds with Maven and Java 17 and runs on a slim JRE-only image. The writeup compares Railwa…
OpenAI has purchased over 10,000 Mac minis and Mac Studios to run reinforcement learning for computer-use agents, leveraging Apple's unified-memory architecture for cost-effective parallel task execution. This move valid…
OSINTech published its weekly curated roundup of OSINT, digital investigation, and security research tools for the week of 14–20 August 2026, highlighting projects including Registry Lookup, Fleetbase, Semtools, and a lo…
Abode Luxury Rentals, which manages more than 200 luxury vacation homes in Park City, Jackson Hole, and Sun Valley, has created fictional narratives for nearly 200 properties to boost visibility in AI-generated travel re…
Researchers introduced Faraday, a 27B-parameter AI Scientist agent that outperforms Claude Opus 4.8 and GPT-5.5 on replicating research figures, trained via long-horizon RL on the Replica task suite of 310 tasks from 100…
A compilation of essays from software engineers reflects on the emotional and cognitive impact of AI coding tools since early 2026, with contributors including Nolan Lawson, Margaret Storey, Simon Willison, and Tom Wojci…
HART OS, an open-source AI-native operating system from Hevolve, runs locally on any device without requiring a datacenter, providing an OpenAI-compatible API via a Model Bus that serves LLM, vision, and speech to all ap…
Anthropic's Claude Code stores local context history on a user's device and deletes it after 30 days. Consumer users on Free, Pro, and Max plans can opt in to allow their data to improve future Claude models, while comme…
A researcher used Anthropic's Claude Code agent to implement puzzle solvers for two Kaggle competitions, IHES Picture Cube and Megaminx, reformulating them as Cayley graph searches. The agent wrote training scripts, beam…