Tensor Parallelism is a bandwidth multiplier btw That’s why stacking Mac Studios / DGX Sparks / GPUs increases tokens/second (The rate at which the bandwidth is multiplied is what differentiates Unified Memory from VRAM as well)
AI
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OpenClaw 2026.4.7 Brings Native LLM Memory Wiki Support
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Proud to bring fully native @karpathy's LLM wiki support including backfilling, native @obsdmd, and intergration with /dreams. 🧠 Memory features seem to be the next big unlock for agentic systems. OpenClaw🦞 (@openclaw) OpenClaw 2026.4.7 🦞 🔮 openclaw infer 🎬 music + video editing 💾 session branch/restore 🔗 webhook-driven TaskFlows 🤖 Arcee, Gemma 4, Ollama vision 🧠 memory-wiki: persistent knowledge, not just vibes Because “trust me bro” is not a knowledge system. github.com/openclaw/openclaw… — https://nitter.net/openclaw/status/2041714270212108657#m
→ View original post on X — @scobleizer, 2026-04-08 06:09 UTC
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Frontier AI Model Capabilities and Potential Misuse Risks
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In different hands, Mythos would be an unprecedented cyberweapon I am not sure how we deal with this, except to note a narrow window where we know only 3 companies could be at this level of capability. But it may be Chinese models (maybe open weights ones?) get there in 9 months
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ComfyStudio v0.1.4 Released with MoGraph Workspace Beta
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Just shipped ComfyStudio v0.1.4. @ComfyUI @yoland_yan A lot of this release went into making the editor feel better in real day-to-day use. I added more precise clip editing, stronger sequence management in Assets, customizable hotkeys and keymap presets, better autosave and recovery, and a long list of timeline improvements around selection, splitting, linking, ripple cleanup, text, and preview. I’m also releasing the first beta of a new MoGraph workspace inside ComfyStudio. It’s still super early, but I wanted to start getting it into people’s hands while I keep improving the editing core. If you want to try it, the desktop release is live now. There’s also an optional workflow starter pack for people who want to inspect and prepare workflows directly in ComfyUI. github.com/JaimeIsMe/comfyst… With the editing foundation now in a much better place, the next phase for ComfyStudio is going much harder on stronger ComfyUI integration, more intuitive and user-friendly AI workflows, and an overall experience that feels closer to a professional editor while still being built for generative video creation.
→ View original post on X — @scobleizer, 2026-04-08 06:04 UTC
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AI Aggregator Reading Community Insights Daily
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It isn’t an article. It is an AI that reads the entire AI community here and is showing you what is important
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Best entry point local LLMs punch above weight low hardware
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To clarify, I never said they were equal (I also believe that local will eventually get there, but that’s different story) These 2 models are the current best entry point for people interested in local LLMs, they punch above their weight w/ relatively low hardware requirements.
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Cognitive Augmentation Reshapes Employee Learning Approaches
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Does cognitive augmentation reshape how employees learn? by @antgrasso #DigitalTransformation #Technology #Innovation #EmergingTech #TechForGood
→ View original post on X — @ronald_vanloon, 2026-04-08 05:50 UTC
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SpaceX AI Colossus 2 Trains Seven Large Language Models
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SpaceXAI Colossus 2 now has 7 models in training: – Imagine V2
– 2 variants of 1T
– 2 variants of 1.5T
– 6T
– 10T Some catching up to do. -
Agentic AI-as-a-Service: Digital Workers Transform Business Adoption
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The Next Big AI Shift Is Selling Digital Workers-As-A-Service Agentic AI-as-a-Service could make autonomous AI agents far easier for businesses to adopt, helping them skip major technical hurdles and move faster from experimentation to real value. This article explains why the