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Overview

SECURITY | AI | PURPOSE :: Using AI to move people from current state to ideal state. Cybersecurity and AI engineer, founder, writer, and creator based in San Francisco.

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Blog 2 months ago
Ilya Explains How LLMs Create a World Model
ilya sutskever at gtc in march 2023, the day after gpt-4 launchedI've been arguing for many years that modern AI creates a world model.I thought I came to that conclusion on my own. I don't directly remember ever watching this clip. But now I wonder if I
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Blog 2 months ago
Creativity vs. Consumption
If there's one metric to watch for managing your happiness level, it's Creativity vs Consumption.If you feel completely empty and like nothing matters, ask yourself how much time you have spent watching what other people are doing or watching shortform vi
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Blog 2 months ago
Where an AI Watermark Can Hide in Plain Text
On August 11, 2026, Anthropic said it would start marking everything Claude produces. For images and other files, it attaches signed provenance metadata using the C2PA standard. For plain text, it adds what the company calls an imperceptible watermark, on
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Blog 2 months ago
"Nobody Asked for A.I." Is a Stupid Argument
With lots of competition, the argument that "nobody asked for AI" is probably the dumbest idea being talked about right now.Doctorow talks about it a lot, as if some douchey rich guys made up this giant lie and are selling it to everyone who doesn't want
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Blog 2 months ago
Work Just Became Fun for Millions of People
There's a narrative about AI and work that says AI was supposed to let us do way LESS work, but somehow it's made us work MORE.I think that's the wrong way to think about it.What's happening is I and all the other crazy AI people have stopped seeing work
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Blog 2 months ago
Why Aren't Things Worse?
One of the things I've been thinking about for years, but more acutely now because of the conversations around controlling open source models, is the question of why more bad things don't happen.So I'm asking:Why don't more bad things happen?What I'm spec
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Blog 2 months ago
The AI-Native Company
Heading into Black Hat / DEF CON this week I think the biggest idea in tech right now isn't the attacker vs. defender question as models get smarter.Nor do I think it's the question of if/how we should control AI models, who should make the rules, and how
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Blog 3 months ago
AIL Badges
AI Influence Level has been a text label since 2023. A line at the bottom of a post saying how much of it I wrote and how much the AI did.Text at the bottom is fine for disclosure. It's bad for glancing. So here's a mark.The family Six badges, AIL 0 throu
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Blog 3 months ago
What the Singularity Actually Means
The singularity might be my favorite idea in all of AI, and it has a real, specific meaning that I find way more interesting than the way the word usually gets used.That's it. That's the whole idea, and notice what kind of idea it is: it's a claim about u
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Blog 3 months ago
The Answer to the Harness Question
Martin Casado posted something about AI harnesses that captures where a lot of smart people are stuck right now.Loading tweet... On harnesses, I vacillate between three beliefs: the less harness, the better. Models are the magic. Post training a model and
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