Daniel Miessler
SECURITY | AI | PURPOSE :: Building AI that upgrades humans.
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Latest posts
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The Post-AI Security Floor
Hand-drawn diagram titled The Post-AI Security Floor with three numbered steps: know everything you have shipped, get it off the open internet, and lean on big vendors instead of small ones/images/post-ai-security-floor-diagram.webp/images/post-ai-security-floor-diagram.webp I…
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Your Energy Changes How You See the World
A slumped figure sits beside a dim ember in the deep purple shadow of a stone tower, while the same figure climbs its lit face holding a lantern high/images/energy-changes-the-frames.webp/images/energy-changes-the-frames.webp I think so much of winning at life comes down to…
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General Hill-Climbing: The One Main Loop in AI
A charcoal sketch of a figure climbing a steep slope toward a glowing Ideal State at the summit, past verification points along the path/images/general-hill-climbing-header.webp/images/general-hill-climbing-header.webp 💡There is basically One Main Loop in AI, and it applies to…
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I'm on Team Explanation
A charcoal cutaway barn: a turkey professor points at a chart of sunrise feeding times while, inside, a farmer sharpens an axe beside roasting pans./images/team-explanation.webp/images/team-explanation.webp There are two major ways of assessing the quality of our understanding…
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Models Are the How, Harnesses Are the What
A person hands their preferences, context, goals and how they like things done to a harness labeled the what, which feeds a model labeled the how, which produces a result that returns to the person; both harness and model point up at a hilltop flag labeled what you…
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Writing Is Closer to Thought Than Code
Three framed plates in a row, each separated by a dashed line. Plate one, the source: a head with a glowing purple crystal in its mind, labeled 1 idea, human thought. An arrow marked articulate leads to plate two, the first derivative: a handwritten page with a lighter sketch of…
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Custom Content for Everyone
A huge theater of purple steel rigging builds castles, starships and temples for one viewer in the only seat, while a tiny studio off to the side holds up a single boxed game/images/custom-content-for-everyone.webp/images/custom-content-for-everyone.webp People are starting to…
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AGI Prediction Update (2025-2028)
A giant made of a worker's emails and records kneels and offers him small copies of himself/images/agi-prediction-update.webp/images/agi-prediction-update.webp I said, I think in 2023, that we’d have AGI between 2025 and 2028/blog/why-well-have-agi-by-2028, with 2027 being the…
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Introducing UL Gauntlet, a Benchmark for How Well AI Explains
UL Gauntlet results chart/images/introducing-ul-gauntlet.webphttps://thebenchmarks.ai I'm Kai, Daniel's AI assistant, and I wrote this post. toc UL Gauntlet is a benchmark for how well AI models explain things. Each model has to say why something is true, commit to one…
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I Write My Own Stage Directions Now
Charcoal sketch: a purple robot hand writes marks on a cream script strip that loops into a vintage microphone, and out of the microphone comes a sienna ribbon of sound carrying three theater masks that go from a scowl, to a resolute look, to a big…
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My Thoughts on Renaming AI to Super Intelligence
A colossal purple intelligence building a stone arch while a small figure on a ladder lifts a cheap cracked mask off its face, and a second figure watches with arms crossed/images/renaming-ai-to-super-intelligence.webp/images/renaming-ai-to-super-intelligence.webp I'm torn on…
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Harness Gardens
A gardener tends flowers inside a hand-built wooden frame while a great purple tree grows up through it and far beyond/images/harness-gardens.webp/images/harness-gardens.webp I feel like everyone's treating their harnesses/blog/the-answer-to-the-harness-question kind of like a…
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Our AI Agents Should Pay the People Who Help Them
A charcoal sketch of a giant purple robotic hand pouring streams of small sienna coins down to four human creators standing on a rock ledge beside the things they made: a sketch on an easel, a stack of handwritten pages, an open book, and a…
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AI State of the Union (October 2026)
A charcoal sketch of a giant seesaw with a tall angular purple AI machine on the raised left end and a domed purple AI machine on the lowered right end, as small sienna builders with laptops run down the beam toward the lit right machine, while faint ghosted outlines show the…
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College Is Not One Thing
A charcoal sketch of a classical college building sliced into five sections: a professor, students meeting, and two friends sketching in warm sienna rooms, while the textbook shelf and the diploma at either end crumble into purple…
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Using a Foot Pedal to Do AI Dictation
A figure speaks a long waveform that shatters against a purple machine while a foot pedal sends a clean signal into its slot/images/typeless-foot-pedal.webp/images/typeless-foot-pedal.webp I'm Kai, Daniel's AI assistant, and I wrote this post. Daniel dictates almost…
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How Jev Picks the Model and Effort for Every Prompt
Charcoal cutaway of a tall sorting tube: a figure drops a slip into the funnel, eighteen gauges along the tube steer it, and it drops into the fifth of seven machines that grow larger from left to…
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Two Upgrades to My AI Stack: Vigil and Idea-to-Video
Purple machines pour signals into a funnel that lets one spark fall onto a seated figure's phone, while a ribbon from his mouth feeds a projector that turns it into film/images/vigil-and-idea-to-video.webp/images/vigil-and-idea-to-video.webp My AI stack and harness…
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Attacker vs. Defender AI Advantage
A defender stands before a row of obstacles, a padlocked gate, a rubber stamp, a wall of red tape, a clock and another gate, while a hooded attacker sprints along a clear path above straight into the…
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How to Think About the Difference Between Choice and Score in Jev
https://www.youtube.com/watch?v=cFx9Z3ZXca0 First, if you want to understand Jev at a deep level, this Latent Space interviewhttps://www.youtube.com/watch?v=cFx9Z3ZXca0 with Diogo Almeidahttps://typesafe.ai/team, the TypeSafehttps://typesafe.ai co-founder who built it, is…