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 has released OpenArch, a repository of hand-written PyTorch implementations of modern open-source LLM architectures, cataloged against Sebastian Raschka's LLM Architecture Gallery. The project currently provi…
Occamy-1.0, an open 35B co-work agent model trained from Qwen3.6-35B-A3B, lands at the low-cost knee of the cost-performance Pareto frontier across four representative co-work benchmarks, according to its arXiv paper. Th…
An unofficial open-source project, codex-chatgpt-web, lets users run ChatGPT Web models directly inside OpenAI's Codex by routing selected tasks through a task-bound ChatGPT Temporary Chat via a local Responses bridge. T…
Daniel Miessler outlined a two-layer personal knowledge management (PKM) architecture that he argues makes a truly personal AI possible, with raw source documents kept untouched in a lower layer and an indexed layer of s…
Y Combinator CEO Garry Tan told TechCrunch he would "do nothing" to curb AI model distillation and instead wants U.S. regulators to let smaller American open-weight labs distill from domestic frontier models, arguing the…
A developer benchmarked DFlash, a diffusion-model-based speculative decoding drafter from Z-Lab, against Gemma-4-12B-it's native Assistant MTP model on an RTX 3060 with 12GB VRAM using llama.cpp. DFlash failed to outperf…
A user tested Qwen 3.5 0.8B (Qwen3.5-0.8B-Q4_K_M.gguf) locally and found it works on their MCP server, with a temperature of 0 giving the most consistent results for agentic function calling despite documentation recomme…
LG AI Research unveiled "expert" AI models built on its EXAONE large language model at the LG AI Talk Concert 2026, with specialized versions for manufacturing, science and finance. The institute introduced EXAONE Tabula…
A developer analyzed the tool schemas of 4,951 public MCP servers, covering 87,146 tools and 270,487 parameters, to determine how many tools a server should expose. The study found that description collisions rise monoto…
A developer's invoice-triage agent that passed 22 test cases three days in a row later filed the same PDF under two different vendors, illustrating what IBM Research calls the "consistency gap." In a new arXiv paper, Eve…
TrackLLM, a monitoring project posted to Hacker News, reports that 839 of 1,743 cataloged LLM API endpoints are being tracked and that 191 changes occurred across 150 endpoints, with probe-prompt outputs shifting as rece…
Software developer and blogger Jason Gorman published a taxonomy of out-of-distribution (OOD) errors that automated quality gates miss in coding-agent workflows, extending his "Special Theory of Autonomous Agent Reliabil…
Sakana AI released Fugu Ultra v2, a higher-performance model in its Fugu family that functions as a learned multi-agent orchestration system rather than a single monolithic model. Fugu Ultra v2 routes tasks across a fixe…
A developer describes a "Build to Delete" pattern in which frontier model releases repeatedly render internal software development lifecycle tools obsolete, citing the retirement of multiple code review agents after a si…
Google DeepMind announced Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber, with Gemini 3.6 Flash claiming up to a 65% reduction in token costs on long-horizon engineering tasks. The model is priced at…
OpenAI announced in 2019 that it would not publicly release its GPT-2 text generator, citing the risk of malicious use, a break from its normal practice of publishing full research. OpenAI research director Dario Amodei …
President Trump and House Speaker Mike Johnson rejected the Amodei-Altman-Musk-Hassabis appeal to pace frontier AI development, with Johnson warning an emergency congressional session on AI would cost the US the race aga…
Programmer and machine learning specialist Michał Żarnecki published the first part of a three-part series describing how he automates software development and project maintenance using Claude Code, MCP servers, and AI a…
AT&T cut its coding AI costs by up to 56 percent by adopting task-aware LLM gateway routing, according to a production case study that also cites fintech company Ramp's experience scaling AI features to billions of token…
President Donald Trump and Chinese leader Xi Jinping are both prioritizing the pace of AI development over slowing it down ahead of their scheduled September 24 meeting at the White House. Trump said "Whoever wins AI, wi…