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InfraCloudflare showed a consensus that holds where the classic one breaks330 data centers around the world, agreeing on the same thing at the same time - Cloudflare Research showed how: the Meerkat service, built on the QuePaxa algorithm, with about 10 times higher throughput than Raft under a bad network, per the company.FrontierNVIDIA: its open model runs 10 times cheaper than closed ones on the same taskNVIDIA claims its open model Nemotron 3 Ultra beats closed ones on price: about 10 times cheaper to run, with the highest accuracy among open models. LangChain has already tuned its agent framework Deep Agents specifically for it.DesignRunway shipped one API for all of its media modelsAdobe, ElevenLabs and Figma now go through the same single door. Runway announced Runway Dev - a platform with one API to all of its models for image, video, audio and live real-time characters.SecurityUbuntu patched a pile of holes in Apache - the kind of fix nobody notices until it's too lateUbuntu tightened up Apache with one patch that closes 12 holes at once. All three supported LTS versions are affected. There's one action: you update.ScienceESA updated the software on a probe 140 million kilometers from EarthThe European Space Agency uploaded a software upgrade to the Hera probe while it's flying about 140 million km from us. The update brings online the remaining instruments and the autonomous navigation ahead of its encounter with a pair of asteroids this fall.InfraIn one day, agents got their own processor, their own identity, and their own attackersOn 7 July 2026, three unconnected announcements landed on the same day: NVIDIA unveiled a processor designed around agentic workloads; Vercel bought Better Auth to build identity for agents; and CISA confirmed active exploitation of Langflow - a platform agentic workflows run on. Infrastructure, identity, attack.BuildersVercel ships a production agent that, by default, can barely do anythingThe logs read themselves, the root cause surfaces itself, the fix proposes itself - but only with approval. Vercel Agent keeps its own identity, defaults to read-only, and every further action runs through a tightly scoped plan.ControlThe EU will evaluate AI models for cybersecurity before they even reach the marketThe European Commission presented its Action Plan on Cybersecurity and Artificial Intelligence. The plan tasks ENISA with drafting a European blueprint for access to advanced AI capabilities in cybersecurity, and builds capacity to evaluate models before they reach the market.
451 stories