Because there is 1,000 times more content from the AI community than anyone can read. My AI reads tens of thousands of posts every day to make this AI news site (all built on X):
GENERATIVE AI
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Error-Entropy Scaling Law Surpasses Traditional Cross-Entropy for LLM Development
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Is the fundamental scaling law guiding large language model development broken? Researchers from Tsinghua University have found the answer. They've decomposed cross-entropy loss into three components: Error-Entropy, Self-Alignment, and Confidence, finding that only Error-Entropy truly scales with model size. This new "Error-Entropy scaling law" provides a far more accurate guide for LLM development, outperforming the traditional cross-entropy law, especially for the largest models. Crucial for future AI design. What Scales in Cross-Entropy Scaling Law? Paper: arxiv.org/abs/2510.04067 Code: github.com/yanjx2021/Rethink… Our report: mp.weixin.qq.com/s/ngn6YY6Aj… 📬 #PapersAccepted by Jiqizhixin
→ View original post on X — @jiqizhixin, 2026-04-04 08:49 UTC
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Open Source AI Platform Supports 50+ Models via Non-Profit
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startup? We support like 50+ models and it’s open source + a non-profit foundation.
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AI Fixes Report Mistakes and Updates Document
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I had the AI fix a few mistakes and it updated the report.
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AI Industry Criticized for Serial Launch Incentives Strategy
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The system now incentivises serial launches So they think we are so stupid to fall for it? Yes… sadly
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Tesla Robotaxi skepticism underestimates AI advancement speed
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He is skeptical that Tesla won't be able to finish Robotaxi anytime soon. Doesn't take into account how fast AI is improving at Tesla.
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OpenAI’s GPT-image-2 Revolutionary Advancement in Image Generation
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Holy, OpenAI's GPT-image-2 will crush everything. I remember when everyone laughed at the GPT image because it couldn't generate a proper world map. Those days are over. And even the YouTube image is now indistinguishable from reality. Holy moly.
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OpenAI’s GPT-Image-2 model leak surpasses Nano Banana Pro
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OpenAI's new image model GPT-Image-2 has leaked It seems to have extremely good world knowledge and great text rendering Possibly better than Nano Banana Pro It's on @arena under code names:
– maskingtape-alpha
– gaffertape-alpha
– packingtape-alpha -
Codex App Server enables custom interfaces with ChatGPT integration
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I want to double down on that. Just ask Codex to build anything you want connecting to the Codex App Server. It’s very self-aware about it, and you can connect Codex to anything and talk to it from any UI you want to build! This is how the whole Codex Monitor thing started! Vaibhav (VB) Srivastav (@reach_vb) ICYMI: you can use your ChatGPT sub with OpenClaw, OpenCode, Pi, Cline and a lot more! Infact you can double down and build your own interfaces on top of the ChatGPT Sub via the Codex App Server too – it’s fully open source Enjoy your Claw & build things you want, when you want — https://nitter.net/reach_vb/status/2040314906180735259#m
→ View original post on X — @romainhuet, 2026-04-04 06:51 UTC
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Codex outperforms Opus on challenging problems, parallel workflow benefits
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Codex has been surprising good at solving problems Opus can’t solve My workflow often involves running Opus 4.6 and Codex in parallel and choosing the best answer Always good to get a second opinion and it’s still way cheaper to use AI compared to human experts