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The Quantum Maths Got Cheaper

The Quantum Maths Got Cheaper

Verified · 11 Sept 2026BitcoinSep 11, 2026

Researchers competing in a public challenge run through Eigen Labs' ecdsa.fail tool halved the quantum resource benchmark for a key operation in attacking Bitcoin and Ethereum signatures, per The Block, with Decrypt reporting that AI agents were among the competitors driving the reduction and citing an ~86% cumulative cost cut over roughly two months. StarkWare co-founder Eli Ben-Sasson argued the pace of improvement means published quantum-safety timelines need shortening. The optimisations reduce the theoretical requirements; no machine capable of running the attack exists.

Q-Day: the number just got cut in half

Two days ago, a company with something to sell put a date on breaking Bitcoin.

Today's version is harder to dismiss.

A public challenge — run through a tool called ecdsa.fail, open to anyone — spent two months attacking one question: how cheaply could a quantum computer do the key step in breaking Bitcoin's signatures?

More than a hundred researchers competed. Some of the entrants were AI agents.

Result: the benchmark Google set was cut in half. The estimated cost of the step fell 86% since the challenge began.

Nobody built a quantum computer. They got sharper at the maths.

Every "safe until 2035" estimate has two parts: how fast the machines improve, and how expensive the attack stays.

The second part just halved. In two months. Through open competition, with the results published.

StarkWare's co-founder said it plainly: if the cost keeps falling like this, every timeline you've been quoted needs cutting.

He's talking his book too — his firm sells the post-quantum tools. Discount accordingly.

But notice what this week actually was.

Tuesday, a vendor claimed the machine arrives around 2028. Today, open research made the attack cheaper to run when it does.

The machine isn't here. The maths is getting ready for it from both ends.

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