
Engineer @ProjectZKM @GOATRollup
Vietnam
Joined August 2019
- Tweets158
- Following467
- Followers90
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Vanhger Pham retweeted
KOSDAQ-listed Square Tech has signed an MOU with @GOATNetwork to explore AI agent-powered stablecoin payments in South Korea.
The partnership will leverage GOAT Networkโs Bitcoin-secured infrastructure for agentic commerce.
Learn more๐
bitcoinmagazine.com/press-reโฆ
Vanhger Pham retweeted
Ziren has proved Ethereum mainnet blocks end to end. The paper puts numbers on the security of those proofs - more than 100 bits of interactive soundness per stage, 93.5 bits composite across a 149-proof tree - and lists the five hypotheses the end-to-end claim still rests on.
Whatโs about to be superseded is the stated throughput. More on that soon.
Full paper on the IACR Cryptology ePrint Archive: eprint.iacr.org/2026/2330
Vanhger Pham retweeted
1/ Today weโre releasing Aerie: fast post-quantum signature aggregation, using lattice-based SNARKs for lattice-based Falcon signatures. On a laptop (CPU only), it aggregates roughly a full Ethereum slotโs worth of signatures (32,768) in 0.65 seconds.
Vanhger Pham retweeted
Introducing Magnetar from Microsoft Research, the first zkVM that is: (1) general-purpose (RV64), (2) post-quantum from standard hashes alone (no curves, no lattices, no Poseidon), and (3) built for recursion.
Despite its conservative security, it is the fastest zkVM: 7.2โ8.7 MHz on a laptop, 10โ39ร faster than existing zkVMs across 15 workloads! An optimized version reaches 9.5โ12.8 MHz.
Links in the thread below.
Weโre releasing a broad range of new mathematical results produced by an internal frontier model.
Weโve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on their advice and public recommendations to inform how we release these results.
github.com/openai/math
Vanhger Pham 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 Erdลs 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.
Vitalik: $1.4B lost last year attacking the layer between chain and user. That layer disappears if AI does more of our Txs.
Thatโs what GOAT is building: agents make Txs directly, no UI needed. Agents pay. Merchants get verified money. Bitcoin settles it.
goat.network/flow
Vitalik: AI Will Become the New UI
On October 6, 2026, Ethereum co-founder Vitalik Buterin @VitalikButerin said at OKX NOW @okx in Singapore that AI will become the new user interface in more and more scenarios. He shared how a local AI agent wrote a script to update his ENS hash in about five minutes, and said performing complex blockchain operations without a traditional UI will become normal.
This could reduce security risks associated with traditional frontends, while introducing new challenges such as prompt injection, AI safety, and whether agents correctly understand onchain operations.
RT @sd_eigen: Happy to share our latest work on Ziren @ProjectZKM @GOATNetwork. Feedback welcome!
A summary:
1. A new proof system based oโฆ
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Vanhger Pham retweeted
What happens when your next customer is an AI agent?
@sophianeverfold, core contributor of @GOATNetwork, joined @DavidThaDegen at @kbwofficial to explain how GOAT Flow helps AI agents find and buy products and services.
They discuss the Bitcoin security infrastructure behind it, real use cases for agentic commerce, and whatโs next for GOATโs partnerships and marketplace.
Watch the full interview below ๐
๐์ธํ
๋ง์ ๋ถ๋ค์ด ์์ฃผ์ ๋๋ถ์ @GOATNetwork ํ๋ ์ ์ธ๋ ๋๋ ํฐ ์๋์ง๋ฅผ ์ป์ ์ ์์๋ต๋๋ค! ์ ํฌ ๋ถ์ค๊ฐ ๊ฐ์ฅ ์ธ๊ธฐ ๋ง์๋ ๊ฒ ๊ฐ์ต๋๋ค์ง๐ ๋ฟ๋ฏ
ํนํ ์ ํฌ๊ฐ ์ค๋นํ AI ์์ด์ ํธ๋ฅผ ํ์ฉํ ์ด๋ฒคํธ์ ๋ง์ ๋ถ๋ค์ด ๊ด์ฌ์ ๊ฐ์ ธ์ฃผ์
จ๋๋ฐ์
X์ ํ
๋ ๊ทธ๋จ ์ฑ๋ ๋ชจ๋ ๋ค์ด์์ฃผ์
จ์ผ๋ ์์ผ๋ก Goat์ ํ๋ณด๋ฅผ ๊ฐ์ด ์ง์ผ๋ด์ฃผ์
จ์ผ๋ฉด ํฉ๋๋ค๐ค
์ ์ธ๋ ๋๋ ๋ง์ด ์ฐพ์์ฃผ์๊ณ ์์๋ณด๊ณ ์ธ์ฌํด์ฃผ์
์ ๋๋ฌด ๊ฐ์ฌ๋๋ ค์ ๊ฐ๋๐ฅบ๐ฅบ
์ฌ๋ฌ๋ถ๋ค ๋๋ถ์ ์์ง ๋ชป ํ @kbwofficial ์๋ต๋๋ค! ๋ฉ์ง๊ฒ ์ํฌํธ ํด์ฃผ์ @GOAT_Korea ์ ์ฐ๋ฆฌ์ ๋ฉ์ง COO @sophianeverfold , CEO @kevinliu , ๋ชจ๋ ๊ฑธ ํจ๊ป ๋์์ฃผ์ Tom๋ ๊ฐ์ฌ๋๋ ค์~~~><
Vanhger Pham retweeted
Today the EF and OA announce zkAPIโa new means for private AI
Picture this: deposit ether into a vault, sign a zk proof, get a fixed amount of private inference. Advances like these help us move past middlemen's requirements that we link our data and identities.
Read more below
Quick updates on the Open Anonymity project (@OpenAnonProject)!
1. OA-chat is live! You can now signup: chat.openanonymity.ai
2. We collaborated with @ethereumfndn (@VitalikButerin, @DavideCrapis, @VittoStack, @curryrasul) to develop zkAPI, a new zero-knowledge protocol for accessing gated / paid APIs with unlinkability. Itโs like a generalization of OA unlinkable inference that also abstracts payments away. Now also available on OA-chat!
I'm excited because more infrastructure should exist where privacy and sovereignty is foundational and people are in control.
Vanhger Pham retweeted
That's a wrap on @KBWofficial ๐ฐ๐ท
Over 450 of you came through the GOAT booth across two days, and 310+ made a purchase through our live AI agent.
This morning, CEO @KevinLiu showed the Stable Stage how to get your business ready for the agent economy, after sitting down with @BitcoinNews yesterday to tell the GOAT story.
One last stop tonight: COO @sophianeverfold features in "AI Is About to Trade Against You" at House of AI by @0G_labs.
๊ฐ์ฌํฉ๋๋ค, Seoul ๐ซก
๐์ธํ ์ค๋์ KBW 2์ผ์ฐจ!
๐๊ทธ๋๋๋ถ์คํ 37๋ฒ! ๋ถ์ค
์์ํ์๋ง์ ์ด์ ์ ์ด์ด ์ค๋๋ ๋ค๋ค ์คํ๋ฐ์ผ๋ก ๋ง์ด ์์ฃผ์
จ๋๋ฐ์
์ค๋์ ํน๋ณํ ์ธ์
์ธ @GOATNetwork ์ CEO์ธ @kevinliu์ด ์ AI ์์ด์ ํธ์ฌ์ผ ํ๋์ง ์๋ ค์ฃผ์ ๋ค๊ณ ํฉ๋๋ค!
11:30am , 3:00pm์๋ ๊ณจ๋ ์์ ์ถ์ฒจ์ด ๊ธฐ๋ค๋ฆฌ๊ณ ์์ผ๋ ๋ชจ๋ ์ผ์ฐ ์ค์
์ ๋ญํค๋๋ฒ๋ฅผ ๋ฐ์๊ฐ์ธ์๐
์ ์ธ๋ ๋๋ ์์ฃผํด ์์ผ๋ ๊ผญ ๋ง๋์๐
Coming next at @KBWofficial: GOAT Network CEO @KevinLiu on why your next customer is an AI agent.
If you want to know how to make your products easy for agents to find, understand and buy, then make your way to the Stable Stage now.
Vanhger Pham retweeted
It's Golden Hour at the GOAT booth!
Numbers are being called right now, and you have to be here to win ๐
Vanhger Pham retweeted
Thank you, South Korean Community! A long lineup already! Agent payment activity starts at 10AM local time! Get your agent ready!
Vanhger Pham retweeted
It's official: GOAT Network is a Diamond Sponsor of KBW! ๐ฐ๐ท
We're bringing GOAT Flow to Seoul: goat.network/flow
If your business is wondering how to sell to AI agents on top of settlement it can trust, come find us at Asia's leading blockchain and crypto conference.
NEW: @GOATNetwork joins KBW2026 as a Diamond Sponsor ๐
GOAT Network is building infrastructure secured by Bitcoin, enabling individuals, institutions, and AI agents to transact and settle across a growing digital economy.
Weโre excited to welcome GOAT Network to Seoul as KBW2026 brings together the teams expanding Bitcoinโs role in payments, finance, and onchain applications.
๐ September 30โOctober 1 | Walkerhill Hotels & Resorts, Seoul
Seoul is almost here. Secure your KBW2026 pass today and use code KBW2026SNS for 10% off. โฌ๏ธ
Vanhger Pham retweeted
Goodbye, Poseidon!
An epic 8-year, 8-figure rabbit hole in post-quantum cryptography reaches its dream conclusion. The Ethereum Foundation is abandoning Poseidon for L1, pivoting to SHA or BLAKE. This milestone unlocks ultimate security for lean Ethereum and foreshadows a golden era of hash-based cryptography.
Since 2018, the Ethereum Foundation has invested in magic cryptographic bricks, so-called "SNARK-friendly hashes". In 2019, Poseidon was born. It held strong and became the dominant SNARK-friendly hash, securing billions via zkrollups and zkVMs.
In a stunning reversal, breakthrough SNARK designs show that SNARK-friendly hashes aren't necessary after all. Off-the-shelf traditional hash functions like SHA2 and BLAKE2s can now match Poseidon in a SNARK. In hindsight the key was not SNARK-friendly hashes, but hash-friendly SNARKs.
The secret is doing maths over the smallest prime number: 2. So-called "binary fields" natively speak the language of bits, aligning with the boolean operations inside traditional hashes. This is a stark departure from "prime fields", where awkward large-prime arithmetic makes bit manipulation painfully expensive.
We're talking sci-fi cryptography. 1M traditional hash calls proven per second, on a laptop. Just 100x overhead vs native CPU boolean compute. Nobody predicted such performance, not even the handful of binary-field visionaries. Hat tip to the research geniuses: Jim and Ben with Binius in 2023; Ron, Benedikt and William with Flock in June.
With SHA2, the lean aesthetic of minimal assumptions reaches its climax. The EF's principled stance on pure hash-based cryptography has aged like fine wine. We now enjoy foundations the world can trust for decades and centuries, foundations worthy of the dream of an internet of value.
Speed of deployment is a secondary win. There's no longer a need to wait years for Poseidon cryptanalysis to bake. Emile and Thomas from the EF post-quantum team are moving at breakneck speed with binary fields. The strawmap now points to a production-grade leanVM in 2027, with CL, DL, EL deployments in 2028.
As AI becomes exceptional at cryptanalysis, the contrarian bet to avoid riskier structures like lattices and isogenies is visibly paying off. The past weeks have been brutal. Lattice-based "HAWK" and isogeny-based "SQIsign", both signature schemes in NIST's Round 3, have suffered blows. Sources I trust say more blood is coming.
On AI, the open autoresearch trend kicked off by ECDSA[.]fail is spreading fast, with amazing outcomes from zk[.]golf and SNARK[.]fast. Days ago SNARK[.]fast crossed 1.8M BLAKE3/sec proven on an M3 Max. Stay tuned for fresh autoresearch challenges dropping tomorrow.
Also tomorrow: Ethproofs call #10, dedicated to binary fields. Possibly the most noteworthy Ethproofs call yet. Experts leading the charge will present the future of hash-based SNARKs at 2pm UTC. What an incredible time to be alive. To witness history, DM me for a calendar invite :)
Today I can confidently claim that hash-based cryptography has won out for blockchain post-quantum signatures. SNARK succinctness compresses arbitrarily many signatures into one small proof per block. SNARK flexibility yields k-of-n threshold signatures, complex multisigs, and more.
Ultimate security. Uncompromising performance. Full programmability.
Believe in something. Believe in hashes.
































