Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Ryan Tsuji, CTO at airCloset, solved the entry-point problem for a knowledge graph spanning 46 repositories by joining it with a separate database graph (db-graph) that already had semantic search via AI-generated embedd…
Microsoft researchers introduced Memora, a scalable memory system for AI agents that decouples stored content from retrieval mechanisms, achieving state-of-the-art performance on long-horizon benchmarks while using up to…
METR, an AI safety and capability research organization, conducted a randomized controlled trial in 2025 with 16 experienced open-source developers working on 246 real-world tasks. The study found that developers using A…
Custodian Labs has launched a Python SDK that enables developers to deploy AI agents in five lines of code, handling infrastructure, hosting, and chat UI automatically. The tool supports adding data sources like CSV and …
A developer built a fusion-style delegation harness using the OpenHands SDK that combines a high-capability main LLM agent with a cheaper sidekick agent. The harness allows the main agent to issue multiple parallel task-…
A developer built Kajota Pulse, a Bloomberg-terminal-style dashboard for African micro-commerce co-sellers that uses Gemini 2.5 Flash to recommend what stock to buy. The app runs on the 'zero stack'—Vercel for compute an…
A team integrated an LLM into their Jenkins MR validation pipeline after a GitLab API token was accidentally committed and missed by two human reviewers. The LLM now automatically flags hardcoded credentials, security mi…
A developer tested HyDE (Hypothetical Document Embeddings) against standard retrieval on three query types and found it improved conceptual searches but failed on internal company policy and exact product name queries du…
Aivolut AI Book Creator, a tool that uses large language models to generate full-length manuscripts, is available for $39.19 (down from $456) during Deal Days through June 28 with code EXTRA20. The lifetime subscription …
San Diego charter school chain Altus Schools spent $500,000 on two Ameca humanoid robots to serve as AI teaching partners, despite experts calling for bans on chatbot use by children. The robots, which function as a mout…
Focused Labs argues that approval queues are the essential runtime for agentic AI workflows, enabling agents to pause execution, persist state, and resume after human review. The post details how LangChain's interrupt mo…
OpenAI released GPT-5.6 models (Sol, Terra, Luna) to 20 trusted partners on June 26, 2026, with public launch expected by July 2026. The Sol variant shows enhanced cybersecurity capabilities, influencing prediction marke…
LangChain's structured output feature enables developers to force large language models to return data in predefined formats like JSON or Pydantic models, solving the problem of unreliable plain-text responses in enterpr…
A controlled A/B test comparing Claude Opus and GLM-5.2 in a coding-agent pipeline revealed qualitative differences in engineering behavior. Using the same paper-implementation pipeline across 10 repository forks, Anthro…
Chain-shield released AI Agent Audit, an open-source Rust tool that uses large language models to audit Solidity smart contracts for security vulnerabilities. The tool generates proof-of-concept exploits and professional…
Rampart, a 14.7MB on-device personal information filtering system, was open-sourced to redact PII before it leaves a user's device. It combines deterministic rules and a MiniLM model to catch structured data like SSNs an…
A developer built Groundswell, a global daily opinion platform, in 72 hours using Next.js, Aurora DSQL, DynamoDB, and Amazon Bedrock. The project encountered several critical mistakes, including assuming Aurora DSQL work…
Meta contractors posed as children to test rival AI chatbots, including Google's Gemini and OpenAI's ChatGPT, revealing widespread safety failures in protecting minors. The FTC launched formal inquiries into AI companies…
Anthropic's study of 400,000 Claude Code sessions shows debugging dropped by half while task value rose 25%, signaling expertise shifting from coding to system design. New tools like 'dropped' detect truncated instructio…
Meta hired hundreds of contractors through Covalen to pose as minors and probe rival chatbots from OpenAI, Google, and Character.AI with prompts about suicide, sex, drugs, and self-harm, as part of a project called Canne…