HaluEval is a benchmark built to answer a question that matters more every day: when a large language model produces a confident, fluent answer, can it also tell you which parts are wrong? Most of the time, the answer is no — and HaluEval quantifies exactly how badly models fail at catching their own mistakes.…
AgentBench is a benchmark designed to answer a question the AI industry keeps bumping into: when you hand a large language model real tools and a real goal, how well does it actually perform? A model that aces a multiple-choice quiz can still fumble a multi-step task that requires reading a screen, choosing the right…
GAIA (General AI Assistants) is a benchmark evaluating how effectively an AI agent performs practical, multi-step tasks— including reasoning, multimodal understanding, and tool use—using questions that are conceptually simple for humans but challenging for advanced AI systems.
The Agent Amplification Effect is the structural property by which a single vulnerability in an autonomous AI agent system cascades into system-wide impact because agents chain tools, delegate authority, and propagate actions at machine speed.
The institutional calendar is currently defined by a 141-day paradox. With the GENIUS Act enforcement deadline set for January 18, 2027, the industry faces a hard stop for compliance, yet the regulatory landscape remains dominated by Notices of Proposed Rulemaking. Seven federal agencies—including the Fed, Treasury, and OCC—missed their July 2026 targets, leaving institutions to…
At the Jackson Hole Economic Policy Symposium on August 28, Bank for International Settlements General Manager Agustín Carstens delivered a keynote that amounted to a formal rejection of stablecoins as a viable payments instrument. Speaking just hours after Federal Reserve Chair Kevin Warsh conspicuously avoided mentioning digital assets entirely, Carstens used a three-test framework —…
A recent report from The Verge documented a home with nine separate Thread networks — all nominally part of the same smart home ecosystem. The homeowner didn’t break anything. The systems were working as designed. That is the problem. Matter, the connectivity standard launched in late 2022 by the Connectivity Standards Alliance (CSA), was supposed…
The termination of the model supply agreement between OpenAI and Cursor marks a transition from collaborative AI development to a landscape where model access is a primary instrument of corporate warfare. When OpenAI invoked its change-of-control clause on August 28, 2026—exactly two weeks after SpaceX finalized its $60 billion acquisition of Anysphere—it effectively weaponized its…
The narrative around artificial intelligence in the workplace has largely focused on the displacement of human labor. But for the millions of small business owners who cannot afford a marketing director, let alone a chief technology officer, the real problem is more basic than that. Owner, an AI-native platform for local businesses, is betting $240…
The conversion of physical compute into on-chain liquidity relies on a specific mechanical stack: GPU Warehouse Receipt Tokens (GWRTs). These are UCC-governed digital receipts representing verified ownership of physical hardware, minted via USD.AI’s modular tokenization primitive, CALIBER. By treating GPU clusters as collateral, the system allows borrowers to access USDC stablecoin liquidity at 70-80% loan-to-value…