AdaJEPA targets a practical weakness in robot and agent planning: frozen world models drift under distribution shift. The method updates during MPC with one gradient step per replan and a buffer of five recent transitions.
Kuaishou’s AI video unit Kling has raised $2.8B at an $18B valuation, turning generative video into one of China’s largest current AI capital stories. The round could still expand to $3B and lower Kuaishou’s stake to 68.33%.
Anthropic is trying to make AI jailbreaks measurable, not just viral. Its July 2 framework separates minor bypasses from universal failures, adds a HackerOne path for Fable 5 reports, and says one new classifier blocks the Amazon-reported technique in over 99% of cases.
AI provenance is moving from policy talk into deployment numbers. Google says SynthID has watermarked over 100 billion images and videos, plus 60,000 years of audio, with more than 50 million verifications.
Google is pushing Gemini Spark toward desktop automation. The update adds Mac support, custom MCP connections, and integrations with Canva, Dropbox, Instacart, OpenTable, and Zillow Rentals.
Godot’s stance is less about tool purity than reviewable responsibility. HN discussion centered on the tension between judging quality and judging tool use.
Etched came out of stealth with a working chip, $800 million raised and more than $1 billion in signed customer contracts. The bigger signal is that AI inference is becoming a full-stack systems race, not just a hunt for more general-purpose GPUs.
Together AI raised $800 million at an $8.3 billion valuation, a large bet that open-model infrastructure can undercut closed-model economics. The company says annual bookings topped $1.15 billion last quarter and plans to expand capacity about 50-fold over five years.
xAI is turning Grok Voice into a priced developer product, not just a chat feature. The source tweet lists a $0.05-per-minute rate and points builders to a no-code Voice Agent Builder beta.
AI model availability is being shaped by export-control decisions, not only product readiness. Anthropic said it received notice that the U.S. Department of Commerce lifted export controls on Claude Fable 5 and Mythos 5, with access restoration starting the next day.
Generative media is shifting from demos into developer workflows. Google DeepMind positioned Nano Banana 2 Lite for faster image generation and editing, while Gemini Omni Flash brings conversational video editing into the same developer-facing lane.
8090 Labs has raised a $135M Series A led by Salesforce Ventures for an AI coding agent aimed at corporate programming teams. The pitch is not casual vibe coding, but production software with audit trails and enterprise controls.