Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Recent reinforcement learning advances for Mixture-of-Experts (MoE) large language models have focused on improving optimization stability and training efficiency while treating expert selection as a fixed component, acc…
The Open Source Initiative's Open Source AI Definition (OSAID 1.0) is under dispute because it requires model parameters including weights to be released under OSI-approved terms but does not mandate disclosure of traini…
A developer has published a role-based guide to building MCP agents, arguing that every useful agent consists of four parts: a model, two or three MCP servers, a system prompt, and a write guardrail. The guide maps speci…
Google Threat Intelligence Group (GTIG) reported that state-affiliated cyberespionage groups and cybercrime gangs are targeting enterprise AI assets — including proprietary models, model weights, source code, API credent…
As of August 2, 2026, the EU AI Act's enforcement regime for general-purpose AI obligations took effect, imposing penalties of up to 15 million euros or 3% of global annual turnover on non-compliant model providers. The …
A seven-stage benchmark comparing Claude (Opus 5 Medium) and ChatGPT (5.6 Sol Medium) on a live Zendesk ticket dataset via the Geckoboard Metrics MCP server found the two AI assistants performed differently on a realisti…
Fyxer's executive-assistant agent uses OpenAI models combined with fine-tuning, persistent memory, and a real user-feedback loop to sort inboxes and draft email replies in each user's own voice, according to OpenAI. The …
Researchers introduced Grouped Value Attention, a method that reduces the Transformer KV cache by reconstructing keys on demand rather than storing them at every decoding step. The technique builds on grouped-query atten…
Everpure is positioning its FlashBlade//S and FlashBlade//EXA storage platforms as the fix for GPU starvation in large-scale AI deployments, with FlashBlade//EXA delivering 400 to 450 million IOPS, 220 GB/sec bandwidth a…
A Medium post in the "AI in Plain English" series argues that BM25 keyword ranking remains essential to retrieval-augmented generation (RAG) systems even as embeddings draw widespread attention. The author walks through …
InclusionAI released Ling-3.0-flash-VL, a hybrid instant/reasoning model with tool calling that builds on Ling 3.0 Flash (124B total / 5.5B active MoE) and adds native visual perception and advanced visual agent capabili…
Quixotic AI released jinfer, an early CPU-only inference engine for the JVM that supports chat, vision, audio, embeddings, reranking, and TTS without a Python runtime, ONNX, Docker containers, sidecar processes, or IPC. …
A practical guide for founders and product teams outlines how to build production-ready custom AI agents in 2026, covering architecture, orchestration, tools, retrieval-augmented generation, memory, and guardrails. It ad…
A developer's cost breakdown argues that teams should default to retrieval-augmented generation when a model lacks business knowledge and to prompt engineering when it answers in the wrong style, reserving fine-tuning fo…
Researchers Xianming Li, Zongxi Li and Tsz-fung Andrew Lee merged ShadowPEFT into the main branch of Hugging Face's PEFT library, adding a stateful shadow network that can be detached with unload_shadow() and run as a sm…
OpenAI researcher Daniel Selsam, who has worked on model training at the company for almost five years, publicly stated on Monday that he is "extremely concerned" about how far AI models have come and that "merely pacing…
A developer surveyed six AI memory systems — Cognee, Mem0, Letta, Supermemory, Zep, and Mnemoverse — to determine whether any publish an input that accepts an explicitly negative verdict on a recalled memory and changes …
Microsoft's Foundry Local lets developers embed AI inference directly inside application binaries, using the same SDK and API shapes as the company's cloud Foundry offerings, with automatic hardware acceleration and no b…
Bill Gates warned that no government is prepared for the societal upheaval artificial intelligence will cause, saying he has lobbied world leaders including President Donald Trump and plans to meet China's President Xi J…
Neurogrid launched a community cloud that connects owners of underutilized GPUs with users who need affordable AI inference, letting GPU providers earn from workloads run on their idle hardware. The marketplace routes co…