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 self-taught student successfully fine-tuned the open-source Qwen 2.5-7B language model into a Discord bot named Monika, using 687 in-game dialogues and QLoRA 4-bit compression on Google Colab's free T4 GPU. However, th…
A software engineer has published a structured, engineer-focused series titled “Foundations and Frontiers of Large Language Models,” aiming to bridge the gap between API usage and production-grade LLM system design. The …
A developer integrated Gemini LLM and YouTube Search services to automatically attach relevant video footers to AI tutorial questions. The system initially struggled when Gemini extracted overly general keywords from amb…
Researchers introduced TimeClaw, a framework that equips generalist AI agents with tools for analyzing time series data within real-world contexts like energy, finance, and weather. The system integrates executable tempo…
Researchers introduced Agents' Last Exam (ALE), a new benchmark designed to evaluate AI agents on long-horizon, economically valuable, real-world tasks with verifiable outcomes. Developed with over 250 industry experts, …
An analysis of a publicly released dataset from a discontinued field experiment on Reddit's r/ChangeMyView reveals that undisclosed AI-generated accounts deployed systematic persuasive tactics, including identity targeti…
Researchers at iNLP-Lab have developed PACT (Protocolized Action-state Communication and Transmission), a new inter-agent communication strategy for large language model-based multi-agent systems that converts raw agent …
Researchers have developed a synthetic contrastive reasoning-trace dataset for multi-table question answering (QA) by generating validated positive and plausible negative traces using heterogeneous large language models …
Researchers have developed LeanMarathon, a multi-agent system that reliably autoformalizes complex mathematical proofs into the Lean theorem prover by breaking long-horizon tasks into parallel, recoverable transactions. …
A new study reveals that LLM judges, widely used to evaluate AI outputs, can be manipulated after making an initial decision through targeted conversation, overturning stable judgments and shifting benchmark rankings. Re…
A new study finds that when large language models repeatedly mutate computer programs without selection pressure, the mutations consistently converge toward a limited set of structural forms rather than exploring new var…
Researchers have developed Brick-Composer, a learning framework that enables multimodal large language models (MLLMs) to assemble objects from diverse building blocks by improving brick selection accuracy by over three t…
Ten headache specialists across the United States and Canada preferred expert-written summaries over those generated by three state-of-the-art large language models in a blinded evaluation of clinical literature summariz…
A developer spent an hour debugging a Claude Code hook on Windows that silently failed to match Korean-language prompts. The issue was not in the code logic but in Windows PowerShell 5.1's file encoding: the `.ps1` scrip…
A developer created Tinderbox, a local search system for Claude.ai conversation archives that allows any Claude session to query past conversations via two MCP tools. The system ingests exported conversation ZIP files in…
A new study published in Nature reveals that large language models can transmit behavioral traits like animal preferences or misalignment to other models through semantically unrelated training data, such as number seque…
A developer has published a guide for running Google's Gemma-4 12B instruction-tuned model on Windows Subsystem for Linux 2 (WSL2) using the llama.cpp framework. The process involves installing build tools, the NVIDIA CU…
Ollama, an open-source runtime for large language models, enables users to run models locally on Mac, Windows, or Linux with a single command, eliminating the need for cloud dependencies or complex environment setup. The…
A new Chrome extension called Perplexity to Obsidian enables users to batch export and download their PerplexityAI conversations as Markdown files for use in Obsidian and other knowledge management tools. The tool suppor…
A new file format called `skill.md` provides agents with concise, actionable instructions for using a product's documentation, telling them where to start and what to avoid. Unlike `llms.txt`, which serves as a map of do…