100% on ARC-AGI-3 at one-fourth the cost with a homemade harness
A homemade harness, 410 million configurations, and one missing animation. Plus a control group that found the removed tools and copied them back.
Thoughts
A homemade harness, 410 million configurations, and one missing animation. Plus a control group that found the removed tools and copied them back.
"AI-native founder" shows up in fund memos and conference bios as a compliment. A more accurate definition: someone with no opinions and no judgment of their own, who has arranged their company so that this never becomes a problem.
Frontier models are extremely good at compressed static inference, but humans are still the adaptive control layer: the online learning loop that changes strategy when reality changes.
Press a key on a manual typewriter and a dozen steel parts fire in sequence. This is an interactive dissection: every mechanism is a 3D model you can drag, scrub, and type on, down to the escapement that meters the carriage one space at a time.
近朱者赤, 近墨者黑. Near vermillion one becomes red, near ink one becomes black. The proverb is read as advice about managing exposure, so this essay runs it as a fluid simulation you operate: ten experiments on contagion, the wall that cannot keep it out, mutual shaping, divergence, and what it means that we now train minds by choosing the wells they sit near.
For six hundred years, every time execution got cheaper, taste got more important. The printing press invented editors. The camera liberated painters. AI is the latest chapter — and maybe the last one where humans hold the edge.
A deep technical and legal investigation into how a voice dictation app silently intercepted every keystroke, suppressed 145 spacebar presses, and tracked every app and URL I visited.