
Bitcoin. Libertarian. Psychedelic therapy. ῥίζα πάντων τῶν κακῶν τὸ κίβδηλον νόμισμα nostr: #npub18rg7xzr6ejxwg4lupcckxslw6ae4krfv7zudcs33drdqnpjlcklqsfall2
Utah, USA
Joined October 2010
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justin retweeted
Quantum computing announcements love big numbers.
“40x fewer errors.”
“17x more efficient.”
“Record fidelity.”
All real numbers. All impressive. But what do they actually mean for the timeline to break Bitcoin’s cryptography?
Take the recent magic-state breakthrough. They demonstrated a technique on real hardware that reduces errors in the special quantum states needed for useful computation. That’s real progress.
But dig into the numbers.
Only about 8% of attempts succeeded. The error rates are still roughly a million times too high for a full ECDSA attack. And here’s the kicker: this technique was already assumed in the resource estimates published earlier this year.
So the experiment validates those estimates. It doesn’t suddenly accelerate the timeline by 40x.
Same story with the “17x more efficient” circuits.
AI optimized an elliptic-curve point-addition circuit and dramatically reduced the gate count. Great work.
But when you model an actual attack across different quantum architectures, the physical qubit savings can be closer to 0–30%.
Not 17x.
There’s a pattern here.
Quantum companies need to demonstrate progress. Investors want breakthroughs. Headlines love multipliers.
But improving one component of a quantum algorithm by 40x doesn’t make the entire machine 40x closer to breaking Bitcoin.
We’ve seen resource estimates for breaking ECDSA drop dramatically, from roughly 2,300 logical qubits to 1,175 and now potentially around 900.
That’s significant.
But logical qubits aren’t physical qubits. And a machine capable of sustaining the necessary computation at sufficiently low error rates is still a very different beast from what exists today.
The remaining gap is measured in orders of magnitude.
That’s why serious projections still tend to put cryptographically relevant quantum computing in the 2030s, not next year.
I’m not dismissing quantum progress. Quite the opposite. The engineering is fascinating and some of these advances are genuinely important.
But I think we’re getting a little too excited about multipliers applied to individual components of systems that don’t exist yet.
When I see a quantum breakthrough, I want to know one thing:
How much did this actually change the end-to-end cost of breaking Bitcoin’s ECDSA?
Not how much better one circuit got.
Not how many times fewer errors one experiment produced.
How much closer are we to a machine that can actually execute the attack?
That’s the number that matters.
justin retweeted
Replying to @sharpone74 @chamath
@alexwg The same Dunning-Kruger label applies to your take. A PhD in computer science should know the difference between recovering 1990s public parameters and breaking modern cryptography.
Anthropic's ECDSA announcement shows Claude reverse engineered the public seeds for the NIST ECDSA curves. They were the output of a weak C library PRNG lrand48 called with contemporary unix timestamps. That’s pattern-matching on published numbers plus lattice reduction on a known weak generator. It was not an 'inversion attack'.
This in no way was an attack on ECDSA itself, and doesn't even hint at a crack in the hardness of the ECDLP. Anthropic states this explicitly in their own results.
Calling this evidence that frontier models will eventually break cryptography (e.g. bitcoin) is flat wrong. It's FUD.
justin retweeted
Replying to @SoloSatoshi
I won't buy another product from @heatbit_com ever again. Which sucks because this product looks cool, but their support has been absolutely horrendous.
justin retweeted
Replying to @benjaminjudahh
3 rules of bitcoin:
1. Buy IBIT
2. Forget about any self sovereignty
3. Get fabulously cucked
justin retweeted
Replying to @RonDeSantis
The mother "superintelligence factory" from which all others spring.
Note the all seeing eye message 👁️
"If you have nothing to hide, you have nothing to fear"
Except of course the abuse of surveilled data by the "authorities" themselves. You might have to fear that.
justin retweeted
Today, Bitcoin Policy Institute and a broad coalition from across the digital-asset ecosystem are publishing an open letter calling on the world’s leading AI labs to provide qualified open-source defenders with trusted access to frontier AI models.
The past several weeks have made the need for this abundantly clear. The people defending digital-asset infrastructure and open-source software need access to the latest AI capabilities to perform comprehensive security reviews and stay ahead of increasingly sophisticated adversaries.
The coalition includes open-source development organizations, major custodians, treasury companies, payment services, security firms, capital allocators, and others whose businesses and customers depend on the integrity of open-source infrastructure and libraries.
Open-source defenders often occupy the least privileged position in the AI security landscape. They have limited access to the strongest internal cyber models and are frequently blocked by guardrails when using publicly available frontier systems for legitimate security research. As a result, they often resort to less capable open-weight alternatives.
We are urging frontier AI labs to establish a clear, trusted pathway for qualified open-source and digital asset defenders to access their strongest capabilities, with sufficient compute and secure environments to conduct meaningful security reviews. Frontier AI could become one of the most powerful defensive technologies ever developed, but only if defenders get fair access to those systems.
It’s time to give defenders the tools they deserve.
Read the open letter, add your organization, or sign as an individual on our website at btcpolicy.org/ailetter
justin retweeted
Yesterday I began fully integrating the @OpenAI trust cyber program into my Bitcoin Red Team efforts.
This morning I woke up to see this.
I am now being blocked from doing additional analysis on a codebase which I've already responsibly disclosed to, and have received confirmation had legitimate findings.
To be clear, this is after having already KYC'd and completed the onboarding process months ago to use the cyber capabilities OpenAI has to offer.
I am now prevented from being able to continue the investigation in a further effort to make sure their code changes are sufficient, as well as understand if there are other issues that have yet to be discovered.
It absolutely guts me as a patriotic American to have to do this, but I will be going back to using Chinese open source models to conduct my research to protect Bitcoin infrastructure.
Black hats will not hit these issues. The white hats will. We've hit a local minima in policy. Intelligence is unrestricted for those who don't follow rules, and those who engadge in harm reduction are left on the sidelines.
What are we doing in this country? How is this keeping people safe?
Please do something @DavidSacks @sama @realDonaldTrump
justin retweeted
BIP110 fascinates me. Not from a technical perspective but from a psychological one.
Technically it's always been clear & yet I’ve watched very technical, highly intelligent people get trapped in it.
We over value raw intelligence & seriously undervalue emotional maturity. Not getting caught in a groupthink isn’t a matter of intelligence, it’s a matter of maturity and self awareness.
Humans have a big fucking issue with mania and groupthink. We expect that in places like politics but we are often blind to it in fields like science and technology. But groupthink exists anywhere that humans exist.
Many years ago I became a technological determinist and decided that the best way to improve the world was to build tech. But these days sometimes I think it might be a better idea to go get a degree in psychology.
.@simpleminingio mined block 961,634 using @ocean_mining’s DATUM protocol. This block extended the bitcoin main chain as it did not signal support for BIP 110 consensus rules.
While many members of Ocean’s team support BIP 110, they created a protocol to let their customers decide what they think is best. This should be lauded.
justin retweeted
I have spent over $10,000 scanning 100+ bitcoin ecosystem related libraries looking for vulnerabilities with Kimi K3 running as quarterback.
Myself and a small "Red Team" have found multiple serious vulnerabilities impacting the ecosystem. They vary in scope severity, but this is a call to action.
For any critical tier vulnerability that was identified if I was able to immediately demonstrate a POC (proof of concept), I have already responsibly disclosed to the maintainers.
HERE IS HOW YOU CAN HELP ME
IF YOU ARE NOT TECHNICAL:
- please share with me any repository that is on github that I can scan, we want to cast a wide net. It takes a few moments for you to link github accounts, we'll take it from there
- if that project does not have a SECURITY.md make an issue asking the dev to list one
IF YOU ARE TECHNICAL:
- If you are a maintainer or contributor to a project, I may have already scanned your repo, hit me up I'll share the results, if not I'll add your project to the list.
- If I can trust you to do larger review to start looking through this stuff to give me more eyes let me know.
AI Has forever changed software development. Tomorrow marks 1 week of Kimi k3 being live in open weights.
We are going to accelerate.
justin retweeted
1/ During our investigation of the Coldcard drain yesterday, we identified an unusual pattern in the sweeps. That pattern led us to a hypothesis that has since been confirmed: the operator used a paid account at a well-known blockchain-services provider to query the source addresses and perform other related activity during the sweeps.
justin retweeted
it’s really sad to see this coldcard exploit happen but also pretty neat that if you actually sat there and rolled the dice 100 times like a crazy person to protect against this exact attack it actually saved your ass
If you use a Coldcard, review these findings from our Engineering and Security teams at @Blocks to see whether you may be affected.
engineering.block.xyz/blog/p…
justin retweeted
There is also bip54.org/
justin retweeted
Replying to @EliBenSasson
The market is littered with forks which claim to “save” bitcoin.
Quantum stuff is thus far absolute vaporware. Sensationalism used to raise investment. Years to decades away. If it becomes real, bitcoin will be hardened. Proposals are already in motion. Changes are slow, methodical and market driven.
This is a feature. We don’t want our money being changed all the time and without reason. That’s exactly what Bitcoin is the escape from.






















