AI Why Your AI Agent Acing the Demo Doesn’t Mean It’ll Survive Production Part 3 of a series on AI benchmarking: the agentic benchmark-to-reality gap, in numbers. What a 90-tool-call, hours-long enterprise task reveals that…
AI The Leaderboard Is Not the Territory Part 2 of a series on AI benchmarking: what happens when a measurement becomes a target, and why a team of Berkeley…
AI The Numbers Are Lying to You (A Little) Part 1 of a series on AI benchmarking: why a 2-point gap on a leaderboard tells you almost nothing, and how the…
BreakthroughsNews MiniMax M3 and the Return of Sparse Attention: What Just Changed in the Long-Context Race A Shanghai lab just shipped a model that does at 1M tokens what full attention can’t do at any price. The architecture…
BreakthroughsNews One GPU to Train Them All: What MegaTrain Changes About Who Gets to Build AI Until now, training a 100B+ parameter model required a cluster, a multi-million dollar budget, and a very patient CFO. A new paper…
AI More Agents, More Problems: What Three Independent Research Teams Just Agreed On Three papers, three institutions, one uncomfortable conclusion for the AI industry There is a prevailing assumption baked into how we talk about…
AI Your Next AI Agent Lives in a Box the Size of a Book NVIDIA’s RTX Spark small desktop is a bet that the future of AI agents isn’t in the cloud. It’s plugged into the…
AI It Now Costs $4 to Find Out Who You Are Online Researchers just proved that LLMs can deanonymize pseudonymous users at scale with off-the-shelf tools and a sandwich budget. Here’s what that actually…
AI SpaceX Is Building an AI Empire, and Almost Nobody Is Talking About It A deep dive into the AI strategy buried inside SpaceX’s S-1 filing: data centers, frontier models, space-based compute, chip factories, and an…
AI Anthropic just beat OpenAI in revenue, and the data behind it is a wake-up call for the entire AI industry A breakdown of the Q1 2026 global LLM market: who’s winning, who’s bluffing, and why user counts are the most misleading number…
