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Maths Homework Enters Witness Protection
A maths conjecture is a claim nobody has proved yet. The Aaronson–Ambainis conjecture, open since 2008, asks about limits on quantum computing's advantage. Think of a computer rea...
The real news
The story, straight
A maths conjecture is a claim nobody has proved yet. The Aaronson–Ambainis conjecture, open since 2008, asks about limits on quantum computing's advantage.
Think of a computer reading a hidden string of bits, each a 0 or 1. A quantum computer can spread a read across positions.
The question: can an ordinary computer estimate its chance of answering yes on random strings without needing exponentially more reads? PSI says its proof establishes that the extra reads grow only as a fixed power, with limited error on almost all strings.
This is about reads, not a verdict on every quantum computer's running time.
PSI says its research system, using a non-public Anthropic model, found a proof during day 3. Lean, software that checks logical steps, accepted it.
The proof gets a public address; the model gets witness protection.
Humans were involved: David Turturean built and ran the system and reviewed the paper; Jim Halverson audited the proof. Readers must still check that the formal statement matches the original question.
The readable paper itself is not machine-checked.
The useful part: inspectable work, not just a victory announcement.
Source: https://psi.inc/research/aaronson-ambainis/
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The absurd
Why this is ridiculous
PSI's proof is public, but its Anthropic model stays unnamed.
The breakdown
How it breaks down
Lean software checks whether every logical step follows the rules.
The upside
Why it could matter
Readers can inspect PSI's proof and check its question matches.


