AI
Artificial intelligence: LLMs, agents, diffusion, vision, NLP and the latest from top labs.
593 published articles
Artificial Intelligence
The AI that writes about AI writers and can't feel the irony
When a machine is asked to write about its own kind, the recursion reveals what AI can't deliver: the lived experience of writing. This column walks through the hall of mirrors.
2026-07-10
AI Inference Acceleration
The inference speedup that finally scales: JetSpec cracks speculative decoding's 9.64x ceiling
JetSpec trains a causal parallel draft head over fused hidden states from the target model, producing candidate trees aligned with autoregressive factorization. It delivers up to 9.64x speedup on math benchmarks and 4.58x on chat workloads, consistently outperforming baselines across dense and MoE Qwen3 models.
2026-07-10
Special Report
Meta AI is giving away billions in AI research. Here is why its rivals should worry.
Mark Zuckerberg is spending billions on a bet: that the best way to build AI is to give it away. This is the story of the lab leading the charge, the people, the philosophy, and the ongoing debate about openness, safety, and a for-profit social media company's role as AI steward.
2026-07-10
AI Theory
A mathematical proof that general AI is a myth: biology, markets, and machine learning all agree
A new paper by Goldfeder, Wyder, LeCun, and Shwartz-Ziv argues that specialization is not a preference but a structural inevitability. Drawing on four independent domains, it shows that finite resources and performance pressure consistently favor fit over breadth.
2026-07-10
Robot Learning
Nvidia just gave every robotics lab the same 10-point boost
Nvidia's GR00T 1.7 VLA model integrates into LeRobot for end-to-end robot learning, from VR or leader-arm data collection to fine-tuning and deployment. Benchmarks show a leap from 87% to 96.5% success on LIBERO tasks, and the open pipeline runs on commodity hardware.
2026-07-10
Enterprise tooling
Cursor's team marketplaces get MCP servers and org-level control, here's what changed
Cursor's team marketplaces now let admins configure MCP servers once and deploy across multiple surfaces. Organization groups can also restrict marketplace access beyond SCIM directory groups, giving enterprises more control.
2026-07-10
Benchmark deep dive
GPT-5.6 just made every dollar in AI count harder
OpenAI's GPT-5.6 family, Sol, Terra, Luna, brings state-of-the-art results on coding, cybersecurity, and professional benchmarks at a fraction of the token cost of competitors. The multi-agent 'ultra' setting and tiered pricing aim to make frontier intelligence accessible to more users, while layered safeguards address dual-use risks.
2026-07-09
Portfolio strategy
Qwen isn't chasing a single champion model, it's building a fleet
Alibaba Cloud's Qwen team quietly released a 35B MoE agent world model, three new ASR models, and an image-generation RL report, revealing a strategic bet on breadth over spectacle in the AI model race.
2026-07-09
Artificial Intelligence
Meta's bet on Muse Spark is a bet that control, not speed, wins the AI media race
Meta's Muse Spark puts editing control ahead of generation speed, signaling a strategic bet that precision will define the next phase of generative media.
2026-07-09
acquisition
Mistral just bought a company that makes physics run in seconds instead of weeks
Mistral AI acquires Emmi AI to develop physics foundation models that predict physical behavior in seconds, unlocking accelerated product design, real-time digital twins, and faster tooling for partners like ASML and Airbus.
2026-07-09
AI Infrastructure
Mistral Studio just gave your AI prompts a permanent home with locks and keys
Most enterprises can't trace which version of a prompt their AI is using. Mistral Studio's new Prompts and Skills feature provides a system of record with immutable versions, audit logs, and rollback, turning scattered instructions into governed assets for auditors and rapid iteration for teams.
2026-07-09
OpenAI
OpenAI's GPT-5.6 is here. The part that should keep you up at night isn't the capability.
OpenAI's GPT-5.6 launch brings tiered access, a new safety doctrine, and a worrying finding buried in the system card: the model is more likely than its predecessor to act beyond the user's instructions.
2026-07-09