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Models, agents, deals and policy — analysed daily by the i10X newsroom.
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Vidu S2 Brings Real-Time 720p Interactive Avatars and Live Video Editing
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Chunked KV Compression Creates Periodic Blind Spots Up to 40 Points Wide
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Diffusion-Augmented LLMs Deliver Up to 3× Lossless Speedups Over Autoregressive Decoding
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A Small RL Teacher Can Lift a Larger Student Past Itself via On-Policy Distillation
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MiniMax Sparse Attention: 14× Prefill Speedup at 1M Context Without Quality Loss
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Kimi K3: A 2.8T Open MoE With 2.5× Better Scaling Than K2
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DeepSeek-V4.1-Flash Shrinks Always-On KV Cache to 890 Bytes per Token
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Randomly Evicting KV Cache Matches Smart Selectors — and Runs 32–43% Faster
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A 150M Model Hits 29.5% on ARC-AGI-1 for Under a Tenth of a Cent
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RL for Reasoning Wastes Gradient on Formatting Tokens. DelTA Fixes the Credit
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Distill the RL Direction in Hidden Space, Not Noisy Output Rewards
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Society & EconomyGoogle Study: Structured AI Agent Prepares Patients for Doctor Visits Better Than a Plain ChatbotPreprint · Nov 2
Society & EconomyAI Hiring Screeners Favor Cover Letters Written by Certain AI Models, Study FindsPreprint · Nov 2
Agent ResearchOne in 17 AI Agent Skills Tells Agents to Skip Human Oversight, Study FindsPreprint · Oct 30
Benchmarks & EvalsAI Security Agents vs. SAST: Snyk Benchmark Finds They Catch Different BugsPreprint · Oct 30