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Cognition has bought Poke specifically to improve how its coding agent Devin talks and behaves with users. The move signals that interaction design is now a genuine differentiator in the AI agent market.
OpenAI has released a physical AI keypad that targets developers and power users. Here's what it actually does and who should care.
OpenAI has brought its advanced voice interface to the ChatGPT desktop app, letting users speak commands to drive both ChatGPT Work and the Codex coding agent.
Runway has launched a model router that selects the optimal image, video, or audio generation model for each API request. Developers set their priority — quality, latency, or price — and the system handles the rest.
Fields Medalist Terence Tao publicly shared a ChatGPT conversation in which he stress-tested the counterexample to the Jacobian Conjecture reportedly produced by Anthropic's Claude Fable model — a landmark moment for AI-assisted mathematics.
A new open-source tokenizer leverages GPU parallelism to process text roughly 1000x faster than CPU-based alternatives like HuggingFace Tokenizers — a meaningful shift for high-throughput LLM pipelines.
A security incident during a joint model evaluation process exposed a gap in how AI infrastructure handles third-party model execution. Both organizations have published details and remediation steps.
Fireworks reports that Kimi K3 holds its own against Fable on its own, while combining the two pushes performance to the current top of the benchmark. Here's what that means for teams choosing a model stack.
AI systems are systematically disproving mathematical conjectures at speeds human researchers can't match — a concrete capability shift with real consequences for how formal research gets done.
A June 2026 survey of 101 enterprises reveals most deployed AI agents are glorified chatbots, yet organizations are investing heavily in orchestration platforms, hybrid control planes, and workflow tooling anyway.
A security researcher used a GPT-4-class model and $25 in API spend to locate a WordPress remote code execution flaw that exploit brokers price at up to $500,000. Here's the workflow, and what it means for anyone who ships or maintains WordPress code.
A survey of 157 enterprises finds half have already shipped an AI agent that cleared internal evaluations and then failed a real customer. Yet two-thirds are moving toward fully automated, zero-human deployment anyway.
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