A lightweight MiniMax experiment turns H3’s learned video dynamics into an interactive environment using only 8,000 samples.
⚡ Quick hits
AIGCMeshy and Snapmaker connected AI-generated, multicolor 3D models with a direct printing workflow.X · Meshy ↗
AIGCSkyProduction introduced a workbench designed to carry short-drama projects from scripts through finished video.量子位 ↗
IndustryOVHcloud will raise service prices as AI-driven memory demand increases costs across non-AI infrastructure.InfoQ 中文 ↗
AIGCRecraft added a Crochet Lace option to its V4 Styles library for generating consistent textile-like imagery.X · Recraft ↗
SafetyAnthropic announced Enterprise Frontier Safeguards, keeping monitoring data in customer-controlled clouds while detecting misuse across sessions.MarkTechPost ↗
ResearchAnt Group’s OmniTable manages over 35 petabytes of training data and cut one preparation workflow from 14 days to 2.5.量子位 ↗
IndustryFormer ByteDance reinforcement-learning specialist Sun Peng joined Stardust Intelligence to strengthen its full-stack Physical AI program.量子位 ↗
AIGCKling published a tutorial using Elements through Kling MCP to preserve character identity across generated video shots.X · Kling AI ↗
AgentsGenspark added Claude Fable 5.1 to both its Code Agent and Claw products on release day.X · Genspark ↗
AgentsBairong presented enterprise “silicon employees” whose commercial contracts charge customers according to delivered outcomes.量子位 ↗
AIGCDreamX-Creator unveiled a 7B system that turns one frame and text into synchronized 2K audio-video using Wan2.2.X · Alibaba Wan ↗
AIGCTripo announced Tripothon S1, a world-building 3D hackathon offering $50,000 and demo days across seven countries.X · Tripo ↗
AgentsGitHub made Claude Fable 5.1 generally available in Copilot, with data retention enabled by default for its safety classifiers.X · GitHub ↗
ResearchBaseten published an analysis mapping the cost, latency and throughput tradeoffs that define efficient LLM inference deployments.Baseten ↗
ResearchEpoch AI said its capability frontier has advanced 14 ECI points yearly since reasoning models arrived, versus six points previously.Epoch AI on X ↗
ResearchAllenAI published BenchMIRT, an analysis examining what large-language-model benchmarks are actually measuring.Hugging Face ↗
AgentsReplit launched an MCP connection allowing users to steer its coding agent from ChatGPT, Claude, Slack, and other compatible clients.Replit on X ↗
ModelsFireworks AI added native vision to DeepSeek V4 Flash, offering it on serverless and priority inference tiers.Fireworks AI on X ↗
ModelsAnthropic released Claude Fable 5.1, cutting cache-read prices 75% and typical workload costs about 25%.Anthropic ↗
AIGCRunway added ACES support to Ruby, enabling scene-referred half-float EXR exports in ACEScg 1.3 and 2.0.Runway on X ↗
Meta’s first real-time audio perception model processes speech in 80-millisecond chunks, supports more than 70 languages and adapts its delay to balance speed and accuracy.
Google’s Gemini models can now choose which moments of a video to inspect, reducing token use while improving retrieval accuracy.
⚡ Quick hits
FundingSequoia-incubated Empirik launched with $21 million to build AI systems that predict infrastructure outages before they occur.TechCrunch ↗
AIGCGoogle introduced Pics, a Workspace tool for creating and editing images through prompts, templates, and collaborative controls.Google ↗
ModelsPhonely launched Alma, a voice AI model trained using more than 10 million telephone conversations.SiliconANGLE ↗
AgentsPerplexity introduced hybrid compute, routing sensitive Mac files to a local model while cloud models handle search, planning, and reasoning.Perplexity on X ↗
AgentsPinecone said its support agent’s fully autonomous resolution rate rose from 24.6% to 55.1% without changing its model or documentation.Pinecone on X ↗
AIGCLuma AI introduced FLUX Video Upscale, which raises generated video output to 2K or 4K resolution.Luma AI on X ↗
Open SourceQdrant released Qdrant-FineWeb-10B, an open vector-search benchmark containing 10 billion FineWeb documents and 120,000 queries.Qdrant on X ↗