You don’t need two DGX Sparks anymore.
DeepSeek-V4-Flash 0731 is now fully usable on a single unit: - 384k+ context - 1,000 tok/s prefill - 37-44 tok/s decode - 87% GSM8K Quality is shockingly close to Q4/Q5 GGUF.
Autonomous Finance Hit Its Trust Wall
Agent Trust The agent story moved from demo-land to liability-land. Ritual introduced an HTTP precompile so onchain contracts can fetch and attest real-world data and AI outputs inside TEEs, while Beldex closed an 8m round for privacy
To discuss an issue seriously (it does not involve the quality and expressiveness of the animation work
To discuss an issue seriously (it does not involve the quality and expressiveness of the animation work, it is simply a discussion of a certain philosophy or values issue) As an animator, in your eyes, In an animated work, to what extent does the generative AI model intervene? What is the upper limit of your acceptance of an animated work produced by humans?
WARNING: Next week could be crazy for AI.
A list that is circulating points to 11 possible new models and updates: 🤖 Claude Fable 5.1 🚀 GPT-6 Astra ⚡ Grok 4.7 🇨🇳 GLM-5.3 Flash 🔓 Qwen 3.9 Open Weights 🎬 Composer 3 🧠Ox Alpha Flash ✨ Gemini 3.8
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