ToKnow.ai https://toknow.ai/ // Research, Numbers and Insightful Ideas // https://toknow.ai/images/logo.png ToKnow.ai https://toknow.ai/ 144 144 quarto-1.6.42 Fri, 06 Mar 2026 00:00:00 GMT Helios: A 14B Video Model That Runs at 19.5 FPS on a Single GPU Kabui, Charles https://toknow.ai/posts/helios-bytedance-real-time-14b-video-generation/ artificial-intelligence https://toknow.ai/posts/helios-bytedance-real-time-14b-video-generation/ Fri, 06 Mar 2026 00:00:00 GMT Qwen3.5: One Model for Text, Images, Video, and Agent Tasks Kabui, Charles https://toknow.ai/posts/qwen3-5-unified-native-multimodal-agent-model-alibaba/ artificial-intelligence https://toknow.ai/posts/qwen3-5-unified-native-multimodal-agent-model-alibaba/ Fri, 06 Mar 2026 00:00:00 GMT Experiential Reinforcement Learning: Microsoft’s Reflection Loop Boosts RL Efficiency by 81% Kabui, Charles https://toknow.ai/posts/experiential-reinforcement-learning-microsoft-reflection-loop/ artificial-intelligence https://toknow.ai/posts/experiential-reinforcement-learning-microsoft-reflection-loop/ Wed, 04 Mar 2026 00:00:00 GMT RynnBrain: One Open-Source Model for Robots That See, Reason, and Act Kabui, Charles https://toknow.ai/posts/rynnbrain-open-embodied-foundation-model-spatiotemporal-intelligence/ artificial-intelligence https://toknow.ai/posts/rynnbrain-open-embodied-foundation-model-spatiotemporal-intelligence/ Wed, 04 Mar 2026 00:00:00 GMT SLA2: Sparse-Linear Attention Achieves 18.6x Speedup in Video Diffusion Models Kabui, Charles https://toknow.ai/posts/sla2-sparse-linear-attention-18x-speedup-video-diffusion/ artificial-intelligence https://toknow.ai/posts/sla2-sparse-linear-attention-18x-speedup-video-diffusion/ Wed, 04 Mar 2026 00:00:00 GMT Google DeepMind Lyria 3: Music Generation Model Outputs 48kHz Stereo with Real-Time Steering and SynthID Watermarking Kabui, Charles https://toknow.ai/posts/google-deepmind-lyria-3-music-generation-synthid-realtime/ artificial-intelligence https://toknow.ai/posts/google-deepmind-lyria-3-music-generation-synthid-realtime/ Tue, 03 Mar 2026 00:00:00 GMT Computer Science Is Still a Relevant Degree Kabui, Charles https://toknow.ai/posts/computer-science-degree-still-relevant/ artificial-intelligence software-engineering education https://toknow.ai/posts/computer-science-degree-still-relevant/ Mon, 02 Mar 2026 00:00:00 GMT Cohere Tiny Aya: 3B-Parameter Multilingual Model Outperforms Larger Competitors in 46 of 61 Languages Kabui, Charles https://toknow.ai/posts/cohere-tiny-aya-3b-multilingual-70-languages-on-device/ artificial-intelligence https://toknow.ai/posts/cohere-tiny-aya-3b-multilingual-70-languages-on-device/ Sun, 22 Feb 2026 00:00:00 GMT World Labs: Spatial Intelligence AI Raises $1 Billion with Autodesk Partnership for 3D World Generation Kabui, Charles https://toknow.ai/posts/world-labs-billion-dollar-spatial-intelligence-autodesk-3d-world-models/ artificial-intelligence https://toknow.ai/posts/world-labs-billion-dollar-spatial-intelligence-autodesk-3d-world-models/ Sat, 21 Feb 2026 00:00:00 GMT MiniMax-M2.5: Frontier-Class Agentic Model at One-Tenth the Cost Kabui, Charles https://toknow.ai/posts/minimax-m25-frontier-model-cost-efficient-agentic-ai/ artificial-intelligence https://toknow.ai/posts/minimax-m25-frontier-model-cost-efficient-agentic-ai/ Fri, 20 Feb 2026 00:00:00 GMT Zyphra ZUNA: BCI Foundation Model Uses 4D Rotary Encoding to Generalize Across Any EEG System Kabui, Charles https://toknow.ai/posts/zyphra-zuna-bci-foundation-model-eeg-4d-rope-diffusion/ artificial-intelligence https://toknow.ai/posts/zyphra-zuna-bci-foundation-model-eeg-4d-rope-diffusion/ Fri, 20 Feb 2026 00:00:00 GMT Anthropic Claude Sonnet 4.6: Million Token Context Window Meets Dynamic Filtering for Efficient Search Kabui, Charles https://toknow.ai/posts/anthropic-claude-sonnet-46-million-token-context-dynamic-filtering/ artificial-intelligence https://toknow.ai/posts/anthropic-claude-sonnet-46-million-token-context-dynamic-filtering/ Thu, 19 Feb 2026 00:00:00 GMT NVIDIA PersonaPlex: One Speech Model That Listens, Talks, and Clones Any Voice Kabui, Charles https://toknow.ai/posts/nvidia-personaplex-full-duplex-speech-voice-persona-control/ artificial-intelligence https://toknow.ai/posts/nvidia-personaplex-full-duplex-speech-voice-persona-control/ Thu, 19 Feb 2026 00:00:00 GMT no-same-type-params: An ESLint Rule Against Silent Argument Swaps Kabui, Charles https://toknow.ai/posts/no-same-type-params/ software-engineering https://toknow.ai/posts/no-same-type-params/ Tue, 17 Feb 2026 00:00:00 GMT react-use-async: A React Hook for Async Operations That Doesn’t Overthink It Kabui, Charles https://toknow.ai/posts/react-use-async/ software-engineering https://toknow.ai/posts/react-use-async/ Tue, 17 Feb 2026 00:00:00 GMT AI Self-Talk: Internal Speech Enhances Multitask Learning and Generalization Kabui, Charles https://toknow.ai/posts/ai-inner-speech-self-talk-multitask-generalization/ artificial-intelligence https://toknow.ai/posts/ai-inner-speech-self-talk-multitask-generalization/ Mon, 16 Feb 2026 00:00:00 GMT ByteDance Seedance: Multimodal Video Generation Reaches a New Threshold Kabui, Charles https://toknow.ai/posts/bytedance-seedance-multimodal-video-generation/ artificial-intelligence https://toknow.ai/posts/bytedance-seedance-multimodal-video-generation/ Mon, 16 Feb 2026 00:00:00 GMT GLM-5: Open-Source Mixture-of-Experts Closes the Gap with Frontier Models Kabui, Charles https://toknow.ai/posts/glm5-open-source-mixture-of-experts-frontier-performance/ artificial-intelligence https://toknow.ai/posts/glm5-open-source-mixture-of-experts-frontier-performance/ Mon, 16 Feb 2026 00:00:00 GMT The Prompt-to-Code Paradox: Does Writing Human-Like Code Require a Prompt Longer Than the Code Itself? Kabui, Charles https://toknow.ai/posts/prompt-length-vs-code-quality/ software-engineering artificial-intelligence https://toknow.ai/posts/prompt-length-vs-code-quality/ Fri, 13 Feb 2026 00:00:00 GMT Double Prompting: How Prompt Repetition Improves LLM Accuracy Without Extra Cost Kabui, Charles https://toknow.ai/posts/prompt-repetition-improves-llm-accuracy/ artificial-intelligence software-engineering https://toknow.ai/posts/prompt-repetition-improves-llm-accuracy/ Fri, 13 Feb 2026 00:00:00 GMT