AI
Artificial intelligence: LLMs, agents, diffusion, vision, NLP and the latest from top labs.
593 published articles
Partnership
ElevenLabs just got the UK government to put a testbed for voice AI in public services
ElevenLabs has signed an MOU with the UK government's DSIT to test voice AI in public services, focusing on accessibility for visually impaired, elderly, and linguistically diverse communities. The company is expanding its London HQ and doubling UK staff to 200.
2026-07-28
Open Source AI
Nvidia's AV-Flamingo solves the one thing every other video AI gets wrong: time
Nvidia releases AV-Flamingo, an open audio-visual large language model designed for long, complex video understanding. It uses a three-stage curriculum and a timestamped chain-of-thought framework to handle temporal and cross-modal reasoning that trips up most models.
2026-07-28
Physical AI
Nvidia's 4B model does what most small robots can't: act, not just talk
Nvidia's Cosmos 3 Edge packs world modeling into 4B parameters, ranking first on VANTAGE-Bench among its size class. Its dual-transformer design blends reasoning with real-time action prediction for robots, all deployable on Jetson and RTX hardware.
2026-07-28
Behavioral science
LLMs just bypassed the hardest part of behavioral economics: expensive surveys
A study using 3,000 GPT-5-based agents in route choice experiments shows LLMs reproduce cumulative prospect theory biases, loss aversion, reference dependence, probability weighting, with high fidelity. The approach bypasses the bottleneck of parameter estimation that limits traditional behavioral modeling.
2026-07-28
Integrity Report
Stability AI's first transparency report counted 13 CSAM cases. The real story is what it doesn't say.
Stability AI's first transparency report counts 13 CSAM reports, details its safety stack, and reveals gaps in content provenance for open models. The story is in the limitations.
2026-07-28
AI Strategy
France's €2.5B AI plan: more than a budget, a blueprint for sovereignty
France's AI strategy has entered a new phase with €2.5 billion in funding, a record Mistral AI round, and a push to get half of all SMBs using AI by 2027. Here's how the pieces fit together.
2026-07-27
Claude Code
Ignore the new models. Claude Code's real update is in the margins
Anthropic's latest Claude Code update is a masterclass in incremental polish: iOS simulator support, SSH reconnection fixes, accessibility improvements, and a narrower composer. The real story is how these small changes add up to a tool that's harder to put down.
2026-07-27
AI Models
Macaron-V1-Venti's 748B four-specialist design beats GPT-5.5 and Opus 4.8
Macaron-V1-Venti from MindLab Research leads benchmarks in personal intelligence, coding, terminal use, and Generative UI, using a novel Mixture of LoRA architecture that keeps the model compact while specialized.
2026-07-27
Research
Explainable RL takes on air traffic control, one saliency map at a time
A team of researchers applies explainable RL to air traffic control, training an agent to avoid no-fly zones and using saliency maps to reveal its reasoning. The work is a preliminary step toward trust in high-stakes AI.
2026-07-27
Analysis
Benchmarks, not bargains: China's AI labs reach parity
Chinese AI labs Qwen, DeepSeek, MiniMax, and Kimi have matched or beaten US frontier models in reasoning, coding, and document parsing benchmarks. With aggressive pricing and open-weight strategies, they are no longer just cheap alternatives, they are real competitors.
2026-07-27
AI economics
The Claude vs Fugu calculus: when a swarm beats a single model
Anthropic's Claude Opus 5 delivers near-flagship performance at half the token cost but intentionally caps cybersecurity capabilities. Sakana AI's Fugu platform orchestrates multiple open models to match frontier benchmarks. The decision hinges on task type, budget, and tolerance for complexity.
2026-07-27
Open Source AI
Kimi K3 is the biggest open model ever. It's still not the best.
Kimi K3 is the largest open model at 2.8T parameters, but it fails to beat the best proprietary models on overall benchmarks. While it excels on specific coding and agentic tasks, the gap to frontier leaders like Claude Fable 5 and GPT 5.6 Sol exposes the limits of scaling without architectural and data breakthroughs.
2026-07-27