Spin audit of SQD/QSCI quantum-chemistry benchmarks on iron–sulfur clusters

Researchers say the big quantum win may have chased the wrong answer — and commenters are yelling fraud vibes

TLDR: A new audit says a splashy quantum chemistry result may have been converging to the wrong answer, undercutting a major claim of progress. Commenters pounced, with critics calling it hype at best and a serious credibility problem at worst.

A fresh preprint just lobbed a glitter bomb into one of quantum computing’s flashiest brag folders. The authors re-checked famous chemistry tests on iron-sulfur molecules — the kind used to suggest quantum machines were finally doing something useful — and came back with a brutal verdict: the runs may have looked like they were settling on the right answer, but they were apparently locking onto the wrong kind of state. In plain English, the score looked good, but the machine may have been answering a different question. Even worse, the paper says the released hardware data showed no clear edge over a random baseline. Ouch.

The comments, naturally, went full popcorn mode. The loudest reaction was straight-up fury from people who think this confirms their worst fears about the quantum hype machine. One ex-academic turned industry worker didn’t nibble around the edges, calling it “BS” and accusing the field of using real science to prop up a “failing business experiment.” That set the mood: less polite seminar, more public dragging. The subtext from the crowd is that this isn’t just a technical correction — it’s a trust issue. If a headline demo can miss something this basic, what exactly are investors, press releases, and starry-eyed readers being sold?

And yes, there’s dark humor too: the running joke is basically “congrats on converging… to the wrong thing.” The paper’s boring-sounding recommendation — always report spin checks — landed in the thread like a reality-TV reunion reveal. Community verdict: if you’re making huge claims, people now want the receipts, the audit trail, and probably the group chat screenshots too.

Key Points

  • The archive accompanies a preprint that audits SQD/QSCI quantum-chemistry benchmarks on iron-sulfur clusters.
  • The audit examines whether projected-energy convergence in prior benchmarks also corresponded to convergence to the intended spin state.
  • Using spin-audit methods including exact determinant-space ⟨S²⟩ and S²-Gram spectra, the work reports that no audited execution returned the named singlet at a competitive energy.
  • At the largest published dimension, 5.625×10⁷ determinants, the article reports a lowest root about 170 mHa below the published energy with ⟨S²⟩ = 1.37 rather than a singlet-like value.
  • The reproducibility package includes paper sources, analysis scripts, result archives, reproduction instructions, audit trail, and SHA-256-based integrity checks for the zip and four separate companion files.

Hottest takes

"OP is 100% correct to call out this BS" — alpineidyll3
"abuse real science to promote a failing business experiment" — alpineidyll3
"today's error prone QCs" — alpineidyll3
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