You’re calling it a marketing wrapper but it’s an accessibility play. Why did OpenAI release ChatGPT when they could have just released the 3.5 API? Because abstraction matters and meaningfully increases adoption and market share. (99% of my work is in Claude code but Cowork is
GENERATIVE AI
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Claude to V7Labs: Scaling AI Workflows from Single Player
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once they use claude single player they upgrade to @v7labs to scale the workflow
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ULMFiT Transfer Learning: The True Foundation of Modern LLMs
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Every LLM from any lab today, including from OpenAI taces back to @jeremyphoward and @seb_ruder with their ULMFiT paper. The breakthrough for LLMs was transfer learning, not Attention. Flowers ☾ (@flowersslop) Every LLM from any lab today traces back to this guy, who was the only person at OpenAI pushing for pretraining transformer language models. He built GPT-1. After that did others see the potential. He invented it, and almost none of the so called AI experts even know his name. — https://nitter.net/flowersslop/status/2037892926785634720#m
→ View original post on X — @jeremyphoward, 2026-03-28 20:34 UTC
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Understanding AI Knowledge Cutoff Limitations and Implications
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ask your AI about "knowledge cut-off"
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OpenAI Codex for Open Source and Free ChatGPT Learning
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The last project I shipped at OAI helps with this: https://
developers.openai.com/community/code
x-for-oss
… And for everyone else who isn't quite there yet, chatGPT stays free thanks to ads and can be used to learn. -
Sonnet 4.6 disappoints expectations compared to competitors
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Would be disappointing, no? I don't see people being that impressed with Sonnet 4.6 – not that it is bad but in line with others
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Product Ideas Now Become AI Skills Built in Minutes
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Many of these product ideas are now just “skills” that you can make in minutes..
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LLMs Show Dramatic Performance Improvement on USAMO
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Performance of LLMs in USAMO 2026 vs 2025 Insane jump in just 1 year.
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OpenAI Parameter Golf: Unverified Results Claim 42.7x Improvement
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Wild things are happening in OpenAI's Parameter Golf competition: best verified result is 1.09x the baseline, best claimed but unverified result is 42.7x better