Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
A developer created a set of 8 reusable skill files for Claude Code that encode production React conventions for common features like auth flows, multi-step forms, and paginated tables. The skills, extracted from real Sa…
Meta has restricted its engineers from using Anthropic's Claude Code and OpenAI's Codex AI coding tools to protect proprietary AI training data and internal codebases from exposure. The policy, effective as of June 2026,…
Cockroach Labs' State of AI Infrastructure 2026 report reveals that 83% of engineering leaders expect AI-driven demand to cause data infrastructure failure within 24 months without major upgrades. The report warns that A…
A developer found that the risk of system prompt leakage in AI agents depends more on the underlying model than the prompt itself. In a small measurement with five different models, disclosure rates ranged from near zero…
HackerRank open-sourced its AI résumé screener, hiring-agent, revealing that the same résumé scores between 66 and 99 across runs due to LLM nondeterminism, not parsing errors. The volatility means a candidate can pass o…
A developer explains the inner workings of the ReAct (Reason + Act) pattern for AI agents, distinguishing between the message-level and state-level perspectives. The core of ReAct is not the prompt format but the agent's…
Databricks released `databricks-cost-leak-hunter`, a skill for the Claude Code Plugins marketplace that identifies cost leaks in Databricks workspaces. The skill enforces a strict architectural rule: the LLM never perfor…
AI apps are shifting from code-heavy orchestration frameworks to a simpler architecture where Markdown files carry behavioral instructions, with code providing only the harness. This transition aims to make domain-specif…
A new physics-informed AI pipeline uses supervised LoRA fine-tuning on a small language model to reliably output structured engineering data, which a deterministic physics checker then validates. The approach separates s…
An AI security company faces a lawsuit for publishing hallucinated vulnerability findings, highlighting a crisis of trust in AI-generated security research. The case follows cURL's shutdown of its bug bounty program due …
Elon Musk is reassigning dozens of SpaceX's top engineers, including those from recently acquired Cursor, to overhaul the Grok AI model, aiming to challenge what he calls the 'woke monopoly' of OpenAI and Google. The mov…
Meta AI's Brain2Qwerty system decodes brain signals into text using non-invasive MEG sensors, achieving a 32% character error rate, but the technology is not yet real-time or commercially viable. The research demonstrate…
A developer created cmux-orchestrate, a Claude Code skill that enables driving cmux terminal panes, splits, tabs, and agents via the cmux CLI. The skill provides comprehensive control over terminal layouts, workspaces, w…
A developer created 'orchestrate-plan', a Claude Code skill that executes a locked PLAN.md by delegating implementation to cmux worker panes one phase at a time, clearing context between phases. The skill supports parall…
Cortex's 2026 benchmark reports a 30% industry-wide rise in change failure rate (CFR) since AI coding adoption accelerated. A developer provides a practical guide to measuring CFR using DORA's formula and existing data, …
A developer building an LLM-based email classifier identified a critical design flaw: the model's self-reported confidence score is used as a gate for autonomous actions, but a confident impersonation could bypass it. Th…
JPMorgan analyst Harlan Sur reaffirmed that Broadcom's TPU v9 chip for Google remains on schedule for 2028 production, raising Broadcom's price target to $580 amid recent delay fears. The 2nm ASIC program, featuring four…
A developer introduced CAPE (Collaborative Agents Prompt Engineering), a multi-agent framework that models a software product team with four specialized roles: Product Owner, Designer, Developer, and Cape Master. The fra…
Developer Maneshwar is building git-lrc, a free and source-available Micro AI code reviewer that runs on every commit. The project highlights the critical need for data privacy in AI systems, warning that models can memo…
Stephen Gruppetta explains that AI agents differ from plain LLMs by combining a model with instructions, memory, tools, and an execution loop. He clarifies that an LLM's context window is not true memory, as it only carr…