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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· artificial-intelligence · found

Bookmark: Sam Altman says OpenAI’s new o3 ‘reasoning’ models begin the ‘next phase’ of AI. Is this agi?

Explore how OpenAI's new o3 reasoning models could redefine AI and usher in the next phase toward Artificial General Intelligence (AGI).

The article, “Sam Altman says OpenAI’s new o3 ‘reasoning’ models begin the ’next phase’ of AI. Is this AGI?” outlines the potential transformation and advancement of AI into the realm of Artificial General Intelligence (AGI). It elaborates how OpenAI’s new o3 models are set to propel AI’s reasoning capabilities, marking a shift into the next phase of AI technology. The central thesis underscores the importance of progressing AI beyond its prior capabilities using these models that are purported to significantly enhance problem-solving and decision-making processes. The article contrasts revolutionary, quick technological breakthroughs with the more sustainable approach of incremental advancements and adjustments over time. There is a focus on how these models integrate naturally into AI’s evolution, catalyzing the democratization of access to AI tools and fostering a broader implementation across various sectors. This perspective echoes the belief in AI’s ability to not only augment existing human capabilities but also to possibly reshape the foundation of modern economic and social structures. While acknowledging these advancements, the article encourages a balanced view, contemplating both the potential and the limitations of such technological developments.

Sam Altman says OpenAI’s new o3 ‘reasoning’ models begin the ‘next phase’ of AI. Is this AGI?

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

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A book on AI, judgment, and staying human at work.

The practice of work in progress

Practical essays on how work actually gets done.

The file I almost made twice

A small operational footgun that runs everywhere — building a parallel system when the one you have is fine.

The actor doesn't get to be the verifier

The worker isn't lying. The worker is reporting what it thought it did, which is always one step removed from what the world actually shows. The fix isn't more self-honesty. The fix is a different pair of eyes.

Shopping is the last mile

Every meal planning app treats cooking as the hard problem and shopping as a logistics detail. They have it backwards. Cooking is mostly solved. Shopping is the last mile.

Article analysis: AI revolution reshapes work and home, accelerates faster than any previous technology

Discover how generative AI is rapidly reshaping work and home life, achieving unprecedented adoption rates and impacting productivity across industries.

Bookmark: Rumors are swirling that OpenAI is on the brink of agi and asi

OpenAI may be nearing breakthroughs in AGI and ASI, with hints of self-improving models and industry anticipation for significant updates.

Bookmark: OpenAI chatbots for education: Custom gpts to possibly help improve online learning

Explore how OpenAI's custom GPTs aim to enhance online learning, offering personalized support for students and transforming education's future.