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Public story · 2026-03-08 · source-backed
PKU/ByteDance/Canva autoregressive diffusion model on single H100. No KV-cache, sparse attention, or quantization needed. Open weights and code. Major step toward commodity real-time AI video. arXiv 2603.04379
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Matt Shumer's Gauntlet Loop went viral after a single-prompt Claude-built FPS pulled 3.8M views, and the pattern underneath is more useful than the demo. Three rules. First, the lead agent decomposes the goal into independently judgeable pieces, not the human. Second, each pie...
Anthropic updated it July 23 so spoken conversations run on Sonnet and Opus, starting on whatever model you last used in text, with a picker to switch tiers mid-conversation. Voice now reaches Gmail, Google Calendar, Slack, Canva and Notion. Free tier gets Haiku plus single-ap...
Volcengine's OpenViking (25,259 stars) unifies memory, resources, and skills behind a filesystem paradigm, enabling hierarchical context delivery and self-evolution for agents. Source: GitHub It's climbed sharply this year and it's a major-vendor bet on "context as infrastruct...
The MPA (Motion Picture Association) formally sent a cease-and-desist to ByteDance demanding written confirmation of remediation steps by a specific deadline. Netflix labeled ByteDance a *"high-speed piracy engine."* SAG-AFTRA condemned unauthorized use of members' voices and...
This Rust harness (+2,585 stars) competes on resource footprint rather than features: 27.8 MB PSS for a single session with local embedding disabled, claimed 13.9× less than Claude Code and 6× less than jcode's own embedding-enabled mode. Time-to-first-frame 14.0ms against a c...
Barry Zhang and Mahesh Murag, the engineers who built Claude Skills at Anthropic, published a talk and engineering post that's gotten 14K+ likes and is reshaping how I think about agent development. The core argument: most agent approaches fail because they lack domain experti...
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