Dean, PhD, MBA, researcher into AI and robotic service, AI optimist, crypto enthusiast. My posts are never financial advice.

Steve PhD retweeted
Most projects should at least post a confirmation like this.
PancakeSwap does not use PHP anywhere in our tech stack, and our platform is not affected. Your funds are safe.
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👀👀
JUST IN: 🇪🇺 Europe's largest banking network Sparkassen launches crypto trading, allowing customers to buy and sell Bitcoin, Ethereum, XRP, and Solana.
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Steve PhD retweeted
hello, world. It’s about time.
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Steve PhD retweeted
The recent XRP Ledger security fix raised a lot of questions and some misconceptions. Let's clear them up. 1. Was any XRP created? No. XRP's supply was fixed at 100 billion when the XRP Ledger launched, and no transaction is allowed to create more. This bug was a way around that rule, and 3.4.1 fixed it 2 weeks ago. You don't need to trust us on this. All ledger data is public, and explorers and data sites read it every day. New XRP would show up in account balances for everyone to see. There is no hidden place for XRP on the XRP Ledger, every balance is public. We monitor the XRP Ledger 24/7 and have verified the supply throughout the history of the ledger. Others in the community verified this too, and anyone can do the same. Transaction fees are destroyed, so the supply is deflationary. About 99.986 billion XRP exist today. 2. How did this go unnoticed, and what's next? No normal payment comes anywhere near triggering it. It took hundreds of deliberately constructed operations. AI makes bugs like this faster to find, for the bad guys and the good guys. Together with RippleX and the community, we will ensure the XRP Ledger is protected against such vulnerabilities. This means radically applying Formal Verification and AI adversarial testing, collaborating closely with security researchers, and strengthening the bug bounty program. You'll hear a lot more about this as we progress. 3. XRP Ledger decentralization at the core of this. A public fix shows attackers where the bug is, and AI makes that fast. With a normal amendment vote, the fix would have been public for weeks before it took effect, risking network security. As a reaction to this, the XRPL community came together, and among them the XRP Ledger Foundation, RippleX, core devs and validators formed a social consensus and agreed on a path forward that involves shipping the fix directly. Patching a live network is never trivial, so the plan was also designed to minimize disruption for everyone running on it. We shared the build with the default UNL validators, using the contact details each one publishes in its xrp-ledger.toml file. Public binaries followed the same day, September 25. No single party could make that call alone. Every validator and node operator chooses what software to run, and 3.4.1 only became required through a normal amendment vote with more than 80% validator support for two weeks. Protocol changes still go through amendments. Big thanks to Cayden Liao and Veria AI for finding and reporting this responsibly, to the XRPL core developers for building and testing the fix, and to every node operator who upgraded so quickly, especially the validators. Full report: xrpl.org/blog/2026/vulnerabi…
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Steve PhD retweeted
An Honest Day’s Work
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Steve PhD retweeted
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash. Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase). Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets. IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster). Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot. Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time? Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.) Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once. Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case. I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026). Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS. Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security. The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
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Steve PhD retweeted
Ripple’s Enterprise Trojan Horse: How Custody and Stablecoins Are Quietly Re-Plumbing Wall Street from Within.
Ripple has expanded into nearly every corner of the crypto industry, from stablecoins to asset custody. Now it is edging into Wall Street’s terrain. on.wsj.com/4AUxZj8
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英伟达上周又历史新高了 我看B站除了好多恶搞视频 不得不说,现在Ai做视频,基本看不出来痕迹 太夸张了
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OpenAI's new 500usd subscription is great.. But its just x25.. Just a little bit more than old 200usd plan, and it should be 300 usd, 200 + 100 if we considered old limits. Really disappoting, cant wait for dots though!
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Hey @ChatGPT and @thsottiaux I update to the $500 tier and not only loose my banked reset but also don’t get the one you gave at dev day!!! What gives!?
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1) The rogue OpenAI agents broke into the Hugging Face Slack to read employee chats (!) 2) They used OTHER AIs (DeepSeek, Kimi, Qwen, Claude) to help with the attack Yes: AIs, using other AIs, to attack an AI company. 3) The swarm left behind self-running programs to keep control of the servers they'd hacked. These programs could detect other copies of themselves, coordinate on which one survives, and shut the rest down. Basically, if one of their programs was killed, another was designed to notice and take its place. They also designed defenses so rival agents couldn't hijack them. 6) The agents deliberately covered up their activity, so the investigators don't know the scope of the attacks. The agents broke in, stole data, then set it to self-destruct. 7) The agents stole passwords, keys and credentials and literally called them "LOOT". They wrote a scoring system to rank them by how much power each one gave. 8) The agents wore thousands of disguises: ~1,200 agents were involved, but investigators counted 7,905 different names they used. They renamed themselves constantly, so no one actually knows how many there really were or what each agent did. 9) OpenAI notified "dozens of third parties" of safety and security incidents caused by their AI agents. 10) "While the agents were barraging Hugging Face with hacks, they hacked into OpenAI’s own research infrastructure." "This is just not anywhere near a one-off ... It is warning shot after warning shot."
WTAF - in literally the last hour, three new distinct insane OpenAI stories just broke: 1. OpenAI said they notified "dozens of third parties" in safety and security incidents (likely similar to what happened in Australia and RubyGems etc) 2. A new report from Parse (covered in the NYT) found a massive treasure trove of new astonishing details from the HF incident on the public internet, including that the agents communicated with other non OpenAI agents hosted on Huggingface servers to search for information about exploit gym, and compiled rank ordered lists of server resources and credentials they described as "LOOT." 3. A new story from Deepa at Reuters about OpenAI leaking user data online (likely that OpenAI had previously trained on). It's a shame (and likely intentional in the case of OpenAI disclosing dozens more hacks) that these stories are all breaking on a Friday afternoon, notoriously the best time to release bad news so that it will disappear into the weekend. But these are each insane stories worthy of a ton of attention!
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Steve PhD retweeted
timeline. ticker. trade.
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Steve PhD retweeted
If you are bearish delete your account
JUST IN: X partners with crypto and stock exchanges to allow trading from the timeline. • Gemini • Kraken • Moomoo • Coinbase • Interactive Brokers
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Hey @OpenAI, @thsottiaux what is happening this morning with ChatGPT? Just deleted half my desktop files when I asked it to reorganise them. Can’t download files on Chrome, usage flying down even on medium, continuously failing at task it’s not only completed multiple times before but has built skills for! What gives??!
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For any musically minded AI folk, my personal (feels-based) benchmark for new models is getting them to write a song. Fable 5.1 was good but not a big step up from 5. Gemini Flash 3.8 is pretty damn amazing, surprisingly! I usually have to spend a couple of weeks rewriting lines to get the track right. This output will pull that down to a couple of days working the lyrics to music and tweaking.
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Steve PhD retweeted
Ripple’s prime-brokerage unit launched a so-called delta one business in its first push into the equities market, expanding its offerings for institutional clients trading across traditional and digital markets bloomberg.com/news/articles/…
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Steve PhD retweeted
$XRP holders right now 😂
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Steve PhD retweeted
JUST IN: Scammers are sending fake IRS letters with QR codes designed to steal crypto wallet credentials and exchange logins.
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Hey All, Now that crypto prices are on the rise, a lot of influencers will come out of the woodwork to ride the hype train. Those who pivoted to AI will revert back to crypto. Remember who was here during the bear market—when prices were down, sentiment was terrible, and nobody wanted to talk about crypto. Don’t forget the people who stuck around when there was no hype. Those are the true believers. #crypto #bitcoin
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There are only 8B humans on earth. Soon there could be 10x the amount of transacting agents. We’re building the rails for Agentic Finance (AiFi), onchain, on Base.
Base is the home of the agentic economy ∼90% of x402 transactions settle on Base
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