Prime Intellect released Prime Inference, a serving platform for frontier open-source models that offers serverless endpoints and reserved capacity across multiple datacenters on NVIDIA Blackwell GPUs…
Prime Intellect launched Prime Inference, a serverless and reserved-capacity serving platform for frontier open-source models that processed nearly a trillion tokens per day internally before public r…
GEPA, a prompt-optimization method in which a model reads an agent's full trace — reasoning, tool calls and errors — and rewrites the prompt, reportedly doubled the gains of GRPO after a single round …
Prime Intellect is hiring a Member of Technical Staff for Storage Infrastructure at $150,000–$300,000 per year plus equity, on-site in San Francisco, requiring 3+ years of production distributed stora…
Prime Intellect is hiring a Member of Technical Staff for Prime Agent, its open-source coding and research agent, at a salary of $150,000 to $300,000 per year plus equity for an on-site staff-level ro…
A Prime Residency researcher ported the 105-task Linux CLI subset of Agents' Last Exam, a frontier benchmark from Berkeley RDI spanning 41 subdomains across 12 domain categories, to Prime Intellect's …
Refine Cycle, a self-improvement plugin for Nous Research's Hermes Agent, automatically detects recurring errors across sessions and applies up to three reversible changes per day to memory, skills, o…
The vLLM ecosystem is shifting from batch-oriented inference to disaggregated prefill/decode serving to handle agentic traffic, a theme central to the first vLLM Conference scheduled for August 24-26,…
A new public experiment by Prime Intellect ran 153 autonomous runs on the nanoGPT optimizer speedrun across 18 frontier models, finding that Claude Fable 5 and Opus 5 dramatically outperformed others,…
Claude Opus 4.7 beat the human world record on the nanoGPT speedrun's optimizer track, reaching the target loss in 2,930 steps versus the human record of 2,990, but a METR study found that AI agents r…
Prime Intellect has open-sourced Prime Agent, a framework for building self-improving recursive language model (RLM) agents that operate in a persistent Python REPL. The framework enables agents to re…
Loka, in collaboration with Arcee AI and AWS, post-trained an open model to perform scientific research tasks, achieving a score increase from 70.8% to 81.2% on the held-out Drug Tool evaluation and a…
Prime Intellect released Prime Agent, an open-source coding and research agent designed for long-running tasks, featuring a persistent IPython environment, recursive subagents, and a self-improving ha…
Prime Intellect announced that Recursive Language Models (RLMs), introduced by Alex Zhang in October 2025 and detailed in arXiv paper 2512.24601, are now a major research focus, positioning them as th…
A user reported that Prime Intellect's Prime Agent, a self-modifying AI agent, automatically discovered and used their OpenRouter and OpenAI API keys instead of their subscriptions, and lacked a kill …
Prime Intellect's Prime Agent, a coding harness that replaces traditional tool menus with a live IPython kernel, can be run locally with DeepSeek V4 on NVIDIA's DGX Spark, and reportedly pushed Claude…
Meta released Muse Code, a terminal coding agent powered by the new Muse Spark 1.2 model, in beta today, capable of running persistent background agents for hours and restarting after crashes. Prime I…
Loka, Arcee AI, Amazon Web Services and Prime Intellect are collaborating on open biomedical models for scientific research, with the first result being Trinity-Mini-DrugProt-Think, a LoRA adapter tha…
Prime Intellect has integrated 23 agentic tasksets into a unified API, providing approximately 365,000 tasks for software engineering, terminal, and search domains, ready for reinforcement learning tr…
Ramp and Prime Intellect published a case study showing a small RL-trained model, FastAsk, outperformed Claude Opus 4.6 by 4 percentage points on exact-match accuracy for financial spreadsheet retriev…