Software will proliferate just as videos, music, writing did. The market structure will shift from a “fat middle” to mega-aggregators and a long tail. It’ll be a slower process due to network effects, but many traditional vendor lock-ins will get eaten by AI.
GENERATIVE AI
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Mistral AI Adds Workflows to Le Chat
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Mistral AI is working on adding Workflows support to Le Chat. Workflows have been in development on Mistral Playground since last year and appear to be nearing a broader release.
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Amazon’s Rufus AI generates free Claude tokens
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LMAO! It works. Amazon's Rufus AI as a free Claude token generator.
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The rise of natural language as a coding interface
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They will come from all over the world soon. You can code without writing any code now. More and more people are figuring that out every day.
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Automation Amplifies: Three Software Development Approaches Today
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I keep seeing three ways teams build software today. Steady progress ≈ Careful architecture. Testing. Discipline. Reckless speed ≈ Ship fast. Fix later. Vibe coding ≈ Ask AI. Copy. Deploy. But automation has a rule:
It amplifies whatever system it touches. Good -
GPT-5.4 Pro for Advanced Physics Research Problems
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gpt-5.4 pro for research-level physics problems:
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Helios: Real-Time Long Video Generation Model Released
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Helios: Real Real-Time Long Generation Model Paper: https://
arxiv.org/abs/2603.04379
Project: https://
github.com/PKU-YuanGroup/
Helios
… https://
gitcode.com/weixin_4761727
7/Helios
… Our report: https://
mp.weixin.qq.com/s/F9dPhKfx82bO
QjpAL_CBaA
… #PapersAccepted by Jiqizhixin -
Helios: 14B model for real-time high‑fidelity minute‑long video
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Now you could generate high-fidelity, minute-long videos in real-time on a single GPU!
— 机器之心 JIQIZHIXIN (@jiqizhixin) 8 mars 2026
Researchers from Peking University, ByteDance, Canva, and Chengdu Anu Intelligence present Helios.
Helios is a 14B parameter model that uses a new training strategy to prevent long videos… pic.twitter.com/S7VMJXWygsNow you could generate high-fidelity, minute-long videos in real-time on a single GPU! Researchers from Peking University, ByteDance, Canva, and Chengdu Anu Intelligence present Helios. Helios is a 14B parameter model that uses a new training strategy to prevent long videos
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OpenAI Proves AI Hallucinations Are Inevitable
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BREAKING: OpenAI just mathematically proved that no AI model will ever stop hallucinating. Their paper demonstrates that the way language models generate text, predicting one word at a time based on probability, creates a mathematical floor of error that cannot be engineered
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Grok’s image processing capabilities
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Grok does funny things with photos. pic.twitter.com/mLn9fFXlFA
— Robert Scoble (@Scobleizer) 8 mars 2026Grok does funny things with photos.