In general, OpenAI and Anthropic documentation lags their own products by months, and both companies have tons of obsolete and contradictory advice scattered around their sites.
GENERATIVE AI
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Reducing AI Hallucinations: Techniques and Justification with Code Examples
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Full send! If you have techniques to reduce hallucinations, I'm all ears. I ask it to justify each conclusion precisely with examples and references within the code. It works well, but I think we can do better.
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New metric $/Mt measures revenue per million tokens
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I think a new metric should be $/Mt > money you made per million tokens So let's say you make $2,000/mo and spend 10 million tokens to do that That's $200/Mt ($200 made per million tokens) Because you have a lot of people just spending lots of tokens but it's often
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Copilot SDK can now be used as a harness
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That works for quite a while; new is that you can even use Copilot SDK as harness.
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The latest Gemma runs on a PC with 8 GB of RAM
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the latest Gemma can run on a computer with 8 GB of RAM
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Claude’s training data may explain cleaner iOS work
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Could be training data. Whatever Claude saw more of, iOS work seems to land cleaner.
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Early tests of Reve 2 with fantastical realism
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Here's some early tests of Reve 2 with the prompt:
— fofr (@fofrAI) 4 juin 2026
> an amateur photo of fantastical realism
Two excellent new image models on the same day. What a treat. https://t.co/jo3Xd7sf2c pic.twitter.com/EQni0muChaHere's some early tests of Reve 2 with the prompt: > an amateur photo of fantastical realism Two excellent new image models on the same day. What a treat.
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Control quality window from 4s rough drafts to 80s extreme detail
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But it’s not just fast.
— God of Prompt (@godofprompt) 4 juin 2026
You can control the quality window:
4s for rough drafts
20s for balanced assets
40s for richer structure
80s for extreme detail
At the top end, it can preserve tiny surface details like skin microstructures. pic.twitter.com/dJATeoYLp8But it’s not just fast. You can control the quality window: 4s for rough drafts
20s for balanced assets
40s for richer structure
80s for extreme detail At the top end, it can preserve tiny surface details like skin microstructures. -
Rodin generates 1M-polygon models in just 4 seconds
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The crazy part is speed.
— God of Prompt (@godofprompt) 4 juin 2026
Rodin can generate 1M-polygon models in as little as 4 seconds.
That means you can explore ideas almost instantly instead of waiting forever for one output that may not even work. pic.twitter.com/SnrV4lcUwvThe crazy part is speed. Rodin can generate 1M-polygon models in as little as 4 seconds. That means you can explore ideas almost instantly instead of waiting forever for one output that may not even work.
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Spun up a text-editing tool with Codex for copy
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spun up a little text-editing tool with codex before bed
— Ben Tossell (@bentossell) 4 juin 2026
like agentation but just for copy
(supports keyboard shortcuts too ofc) pic.twitter.com/vTozsg6gwlspun up a little text-editing tool with codex before bed like agentation but just for copy (supports keyboard shortcuts too ofc)