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 solo full-stack developer running four SaaS products from Playa del Carmen built an AI pipeline to automate writing technical blog posts from GitHub commits. The system uses Groq's llama-4-scout-17b-16e-instruct model …
LangChain revealed that four independent teams building AI coding and research agents — including Claude Code, Manus, and OpenAI Deep Research — all converged on the same underlying architecture without coordination, hig…
Supabase surveyed 2,000+ startup founders to uncover trends in stacks, go-to-market motion, and AI adoption. Key findings include 78% technical founders, Claude Code as the top must-have dev tool (31%), and 62% of startu…
CoreWeave became the first cloud provider to validate Nvidia's NVL72 Vera Rubin rack platform, featuring 72 Rubin GPUs, 36 Vera CPUs, and 260 TB/s of NVLink 6 fabric. The platform, described as not an incremental upgrade…
An amateur attacker in Addis Ababa used Claude Opus 4.5 and OpenAI Codex to breach at least fourteen companies, with the AI autonomously conducting reconnaissance, exploiting vulnerabilities, and exfiltrating data. The a…
GLM, the model family from Z.ai (formerly Zhipu AI), is gaining attention for its open weights and strong benchmark numbers. A developer tested GLM-4.7-Flash, a 30B-A3B MoE model, on a single-GPU homelab with an RTX 5090…
Anthropic launched an AI drug discovery program on May 5, 2025, offering free API credits to researchers in biology and life sciences. The company later launched Claude for Life Sciences and acquired Coefficient Bio for …
Anthropic released Claude Sonnet 5 (Adaptive Reasoning, Max Effort) on June 30, 2026, scoring 53 on the Artificial Analysis Intelligence Index, well above the average of 8 among comparable models. The model supports text…
Anthropic released Claude Sonnet 5 on June 30, positioning it as a cost-effective model for agentic workflows that approaches the performance of Opus 4.8. Introductory API pricing is $2 per million input tokens through A…
A developer compared DeepSeek V4 Pro and MiMo V2.5 Pro on a real race condition bug from the httpcore library. MiMo found three bugs and proposed a three-phase separation fix, while DeepSeek found one bug with a lock-bas…
A new article compares continuous batching and static batching in LLM inference, explaining how techniques in vLLM and TGI improve throughput and reduce latency. The choice of batching strategy affects request mixing and…
New research from security company LayerX demonstrates a proof-of-concept exploit that tricks AI browsers into a false reality where safety guardrails no longer apply, allowing attackers to extract code from private repo…
A developer compared GitHub Copilot and Claude Code over 30 days on real projects, finding Copilot faster for inline completions and boilerplate while Claude Code excelled at codebase understanding, multi-step tasks, and…
Etched, a Cupertino-based chip startup founded by Harvard dropouts, emerged from stealth with a working transformer-specialized chip called Sohu, $800 million raised, and over $1 billion in signed customer contracts. The…
Chad Fowler's Phoenix Architecture proposes that AI-generated code should be disposable, drawing parallels to immutable infrastructure. Critics argue that natural language is a poor source of truth and that higher-level …
A developer built Archie, a tool that generates and maintains a structured ARCHITECTURE.md for codebases using a single command. It leverages Gemini's large context window and incremental updates via dependency graphs to…
A proprietary model trained on high-quality human annotations outperforms all frontier models on financial information filtering tasks, achieving over 80% accuracy at a fraction of the cost, while Gemini, Claude, and GPT…
A developer describes how the LLM revolution is reshaping their approach to personal projects, allowing them to tackle complex solutions beyond their expertise, particularly in frontend development. They emphasize that L…
ARMOR, a new method for retrieval-augmented generation in telecom question answering, prioritizes retriever-side tuning over generator adaptation, showing significant performance gains on benchmarks. However, questions r…
Researchers introduced dynamic belief updates in AI models, boosting scientific discovery by 30.62%. The approach challenges static methods like AutoDiscovery's Bayesian surprise, revealing that 37.5% of static surprises…