MIT’s new ‘recursive’ framework lets LLMs process 10 million tokens without context rot
Recursive language models (RLMs) are an inference technique developed by researchers at MIT CSAIL that treat long prompts as an external environment to the model. Instead of forcing the entire prompt into the model’s context window, the framework allows the LLM to programmatically examine, decompose, and recursively call itself over snippets of the text. Rather […]
X open sources its algorithm: 5 ways businesses can benefit
Elon Musk’s social network X (formerly known as Twitter) last night released some of the code and architecture of its overhauled social recommendation algorithm under a permissive, enterprise-friendly open source license (Apache 2.0) on Github, allowing for commercial usage and modification. This is the algorithm that decides which X posts and accounts to show to […]
Claude Code costs up to $200 a month. Goose does the same thing for free.
The artificial intelligence coding revolution comes with a catch: it’s expensive. Claude Code, Anthropic’s terminal-based AI agent that can write, debug, and deploy code autonomously, has captured the imagination of software developers worldwide. But its pricing — ranging from $20 to $200 per month depending on usage — has sparked a growing rebellion among the […]
Stop calling it ‘The AI bubble’: It’s actually multiple bubbles, each with a different expiration date
It’s the question on everyone’s minds and lips: Are we in an AI bubble? It’s the wrong question. The real question is: Which AI bubble are we in, and when will each one burst? The debate over whether AI represents a transformative technology or an economic time bomb has reached a fever pitch. Even tech […]
Why reinforcement learning plateaus without representation depth (and other key takeaways from NeurIPS 2025)
Every year, NeurIPS produces hundreds of impressive papers, and a handful that subtly reset how practitioners think about scaling, evaluation and system design. In 2025, the most consequential works weren’t about a single breakthrough model. Instead, they challenged fundamental assumptions that academicians and corporations have quietly relied on: Bigger models mean better reasoning, RL creates […]
Black Forest Labs launches open source Flux.2 [klein] to generate AI images in less than a second
The German AI startup Black Forest Labs (BFL), founded by former Stability AI engineers, is continuing to build out its suite of open source AI image generators with the release of FLUX.2 [klein], a new pair of small models — one open and one non-commercial — that emphasizes speed and lower compute requirements, with the […]
How Google’s ‘internal RL’ could unlock long-horizon AI agents
Researchers at Google have developed a technique that makes it easier for AI models to learn complex reasoning tasks that usually cause LLMs to hallucinate or fall apart. Instead of training LLMs through next-token prediction, their technique, called internal reinforcement learning (internal RL), steers the model’s internal activations toward developing a high-level step-by-step solution for […]
Why MongoDB thinks better retrieval — not bigger models — is the key to trustworthy enterprise AI
Agentic systems and enterprise search depend on strong data retrieval that works efficiently and accurately. Database provider MongoDB thinks its newest embeddings models help solve falling retrieval quality as more AI systems go into production. As agentic and RAG systems move into production, retrieval quality is emerging as a quiet failure point — one that […]
Listen Labs raises $69M after viral billboard hiring stunt to scale AI customer interviews
Alfred Wahlforss was running out of options. His startup, Listen Labs, needed to hire over 100 engineers, but competing against Mark Zuckerberg’s $100 million offers seemed impossible. So he spent $5,000 — a fifth of his marketing budget — on a billboard in San Francisco displaying what looked like gibberish: five strings of random numbers. […]
Kilo launches AI-powered Slack bot that ships code from a chat message
Kilo Code, the open-source AI coding startup backed by GitLab cofounder Sid Sijbrandij, is launching a Slack integration that allows software engineering teams to execute code changes, debug issues, and push pull requests directly from their team chat — without opening an IDE or switching applications. The product, called Kilo for Slack, arrives as the […]