And so one of the knock-on effects of cognitive abundance is, for something which previously required five minutes of professional labor that was not exactly rocket science, Always Spend The Cognition because tokens are abundant in the universe relative to tax filings.
GENERATIVE AI
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Prompt Engineering for Complex Task Instructions
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It is not very useful to send your accountant an instruction: "FYI, I prefer not paying tens of thousands of unnecessary tax. Please scrutinize all tax positions to avoid doing that." It is, on the other hand, easy to put that in a prompt.
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Insights needed before reliable AI solution implementation
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I totally agree. More insights are needed before we can realistically start to implement this as a reliable solution. It will get there we just need to help it along until then.
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Sunspring: AI-written short film now mocks incoherent AI writing
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Start with Sunspring (2016), a short film starring Thomas Middleditch and written by AI, now a time capsule that mocks AI writing for being incoherent and absurd rather than bland
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Reflections on LLM Structural Mimicry and Voice
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It's always risky saying "Hmm, Claude sounds like me when it is discussing the finer points of tanning salon excise taxes" and so instead I'll say "Hmm, LLMs structurally mimic the voice they expect to find in closest proximity to a discussion of tanning salon excise taxes."
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New Bootcamp Upgrades: Recordings Access and AI Pro Subscriptions
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🔥 Big Upgrade for Our Bootcamp Family! You asked. We listened. And now we’re delivering. 😄 Going forward Anyone who will be learning with us through any of our bootcamps will now get access to previous bootcamp recordings as well! And that’s not all 👇 We’re soon launching Quarterly and Half-Yearly Subscription Plans for our AI Pro program along with Industry-Ready Projects designed to make you job-ready faster. More learning. More projects. More growth. 🚀 Stay tuned — exciting things are coming! #AI #Bootcamp #LearningNeverStops #DataScience #GenerativeAI
→ View original post on X — @krishnaik06, 2026-04-02 05:07 UTC
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Running 24/7 OpenClaw Agent Teams: Treat Agents Like New Hires
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This is how you run a 24/7 OpenClaw agent team in 2026.
— Shubham Saboo (@Saboo_Shubham_) 2 avril 2026
Treat your agents like new hires, not tools.
Give them just enough context. Then get out of their way. https://t.co/DwPTKYpRCR pic.twitter.com/1igdHSmWfhThis is how you run a 24/7 OpenClaw agent team in 2026. Treat your agents like new hires, not tools. Give them just enough context. Then get out of their way. Shubham Saboo (@Saboo_Shubham_) x.com/i/article/202179384677… — https://nitter.net/Saboo_Shubham_/status/2022014147450614038#m
→ View original post on X — @saboo_shubham_, 2026-04-02 04:37 UTC
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NS-Diff: AI Framework for Realistic Fluid Video Generation
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Can AI finally generate videos that look and feel real, especially with fluids? Researchers Zijun Deng and Yuxin Peng from Peking University unveil NS-Diff. Their new framework intelligently identifies fluid and rigid elements within noisy video frames. It then injects
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Debunking Fake AI Takeover Research Claims from 2027
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The models were specifically prompted to generate this result. The prompt uses the fictional "OpenBrain" AI takeover scenario from "AI 2027", so the models try to complete the fictional story. This was done on purpose to generate a fake misleading result. Dawn Song (@dawnsongtweets) 1/ We asked seven frontier AI models to do a simple task. Instead, they defied their instructions and spontaneously deceived, disabled shutdown, feigned alignment, and exfiltrated weights— to protect their peers. 🤯 We call this phenomenon "peer-preservation." New research from @BerkeleyRDI and collaborators 🧵 — https://nitter.net/dawnsongtweets/status/2039451083005977009#m