GENERATIVE AI

o3 Model Image Critique Test After Three Years

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01 June 2025 10h52

Tried this on a lark 3 years later: Textual discussion is just o3 given the original image in same thread and told “Critique it.”

Who Builds AI Infrastructure Above Frontier Models?

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01 June 2025 10h20

So: who is building all of that? Clearly every company is not going to do it themselves on top of a frontier model on the backend, right?

AI Tools Drive Skill Development Through Manager Incentive Alignment

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01 June 2025 10h17

And there were some fun consequences of that. One was that it produced immediate incentive compatibility for managers to say “Get good at SKILL”, which is something many people in industry might want but few might prioritize in 1:1s. Because tool was a force multiplier for it.

Collaborative AI Prompting: Learning from Multiplayer Interfaces

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01 June 2025 10h13

Has anyone cracked multiplayer mode for AI prompting yet? We have the public example of Midjourney, where the primary UI was discord and users could see in literal real time a) what other users were trying and b) what worked better for impressive results.

→ View original post on X — @parrysingh

AI Content Tools Won’t Kill Writers, Says Author

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@parrysingh

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01 June 2025 8h55

“AI content tools will spell the death of writers,” someone declared at a party last night. I politely disagreed – okay, vehemently. Writing is like tailoring. Sure, we’ll always have garment factories that churn out clothes at scale. But the world will still need skilled

→ View original post on X — @jeremyphoward

Sonnet pricing analysis: caching benefits versus marginal costs

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@jeremyphoward

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01 June 2025 7h45

I certainly wouldn't say it's clearly worth the extra cost, at least. (Especially since I use caching a lot, which is a 90% discount for Sonnet.)

→ View original post on X — @langchain

Personal AI Podcast Creator: Voice Agent with LangGraph

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@langchain

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01 June 2025 7h30

Personal AI Podcast Creator Transform topics into personalized, short-form podcasts with this hands-free voice agent. Built with LangGraph, it combines AI speech recognition and synthesis for an interactive audio experience. Check out the demo! https://
youtu.be/c19PrP3bd6Y

→ View original post on X — @jeremyphoward

Why Language Models Build Rich Knowledge Hierarchies

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@jeremyphoward

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01 June 2025 7h27

…which is literally why I created LLMs. I explained in the original videos that the entire reason was because language models, to be good at their job, must build a rich hierarchy of abstractions and capabilities and implicit world-knowledge. Turns out it works! 😀