Excited to introduce the first opp/ai application on a real-world model (LLaMa-2-7B) at
@ethprague
.
PoC implemented with circom/snarkjs/groth16 on a laptop - plenty of optimization potential ahead!
Don't miss my live presentation at
@ethbelgrade
in a few days for more insights!
📢 Today marks my last day at
@PrivacyScaling
. It has been an incredible journey starting with a grant for a not-so-well-funded
@gitcoin
proposal. From there, I joined full-time and had the opportunity to travel to conferences, advocating ZKML and other applied ZKP research.
🚀
.
@PrivacyScaling
(and I) are actively looking for individuals and teams to help build the next ZKML applications.
We want to recruit ZK-enthusiastic ML engineers or ML-enthusiastic ZK circuit engineers to build something that people who don't understand ZKML can still enjoy and
🌟 Thrilled to join the
@HyperOracle
team as Chief Scientist! I'm ready to take zkML to new heights and pioneer the next game-changer at the exciting intersection of AI and crypto. Buckle up and watch this space for an incredible journey to the moon! 🚀🌈
We are stoked to welcome
@drCathieSo_eth
as the latest addition to the Hyper Oracle team. Cathie has a wealth of ZK & ML knowledge and in her new role as Chief Scientist she’ll be working on the next game-changer at the intersection of AI & Crypto. Watch this space! 🚀 🌈
The "weight" is over!
🏆 We won 1st place at
@__zkhack__
Lisbon with "Zero Gravity", which marries weightless neural networks & zero-knowledge proofs for trustless ML inference without performance tradeoff. Explore our work:
@VicSintNic
@SecuritaAegis
Many people know ZK from ZK rollups, but I'm more obsessed with its privacy applications. With zk, you can prove you know a secret without revealing the secret itself. Many of you have DMed me to ask about what I do, so I want to share some of my notable open-source projects. 🧵
0) In
@VitalikButerin
’s latest article, he discusses the crossover between AI and Crypto, outlining a main objection of cryptographic overhead, aka the overhead of
#zkML
.
How does
#opML
from solve this challenge while preserving decentralization and verifiability?
I was working on image provenance before it gained popularity (search zkPhoto).
I've been involved in zkML before it started gaining traction (search circomlib-ml).
We pioneered IMO, and now everyone is jumping on board.
Stay ahead of the curve. Follow me for the next big thing.
11月7號,香港第一個獲得官方贊助嘅Ethereum conference,為出年喺亞洲舉行嘅Devcon打響頭炮!
由4月正式加入基金會、去過好多唔同地方嘅會議之後,一路都好想香港可以有呢個體驗,感謝各位不具名嘅contributors令呢件事成真。
The first officially sponsored Ethereum conference in Hong Kong
Can’t stand VCs distorting hackathons into pitching competitions these days. So many projects are OBVIOUSLY NOT built during hackathon period. Really disrespectful to the true builders I would say.
🧵 The whys and hows of
@rustlang
in
@ethereum
🦀
TL;DR - Rust-based Ethereum tools are fast with efficient memory management. A flourishing ecosystem.
As promised, a summary of the
@paradigm
Rust x Ethereum recording, esp. highlighting contribution opportunities for devs. 👀
How many of you have heard of ZKU (Zero-Knowledge University, previously on , now hosted on , open access with guest login) or
@harmonyzkdao
?
Thinking of adapting the course into a gitbook or other format that is easier to access.
🚀 Calling all builders and students! Join us at Progcrypto, co-organized by PSE and
@0xPARC
at Devconnect. Explore SNARKs, STARKs, MPC, FHE, and more.
⏰Builder application deadline is September 10th! Tickets for builders are only $50.
As promised, here is a running doc on some potential ZKML research initiatives:
I will be talking about it a bit more at EthTaipei (13:30 on 24th!), so consider this a sneak peek or alpha 👀
Feel free to comment here or on hackmd directly!
Writing up some possible
#ZKML
research directions and initiatives for PSE. Happy to send to anyone for comments and feedback. Lmk if you are interested!
1/9 🤯 Just watched an incredible video on privacy-preserving machine learning through Fully Homomorphic Encryption (FHE) by
@zama_fhe
with only 587 views! It deserves way more attention. Here's a summary of what I learned about FHE and the open-source library Concrete ML.🧵👇
‼️ ZK-themed hacker houses that you can apply to stay at during
@EthCC
and
@ETHGlobal
Paris. I will drop by most of them to provide help for anyone hacking on ZKML-related projects on behalf of
@PrivacyScaling
! 🧵
🧵 Many know me as a blockchain developer, but few know I'm from an
#AI
background. With the
#ChatGPT
API open to the public, I'm excited about the tools emerging. So, here's a short thread featuring some tools I use daily. (Disclaimer: Tools
#1
and
#3
require an OpenAI account.)
🔦 Ethereum community spotlight on Kuala Lumpur 🇲🇾
@ETHKL1
is bringing the
#Ethereum
community to Kuala Lumpur on 13-15 October 2023 with a conference and hackathon at Sunway University, Malaysia.
Deva🦄 had the chance to talk to
@harithk17
, one of the driving forces behind
Grateful for the 500 followers.
Started seriously building my Twitter presence about two weeks ago. I will try to push out more quality ZK content as well.
#LFG
#IKZ
多謝
@pyconhk
俾機會我第一次用廣東話講ZKML,希望令到大家對零知識證明有興趣,繼續認識多啲。
First time presenting ZKML in my mother tongue. Definitely feel different and more engaging for the local audience.
p.s. Thanks
@852devxyz
community member for taking this photo 🥰
Every once in a while I am back in academia. All suit up for a seminar. Wish I can rock a talk in a tee and shorts like Web3.
Didn’t expect to find a specialty coffee shop near HKSYU.
☕️ at Coffee 101
Enough NFT, back to
#ZKML
stuff - things that I have been researching and hope to see built out during
@EthCC
and
@ETHGlobal
Paris:
1. ZK verified AIGC NFTs (seriously, when are we gonna see the first collection?)
2. Production-grade RNN (or LSTM) models folded using Nova
3.
ETHTaipei 2023 highlights:
If you are impressed by Vitalik's recent post about AI & Blockchain, you should listen to
@drcathieso_eth
's insightful talk covering how ZK could help achieve privacy-preserving AI at ETHTaipei last year.
P.S. Cathie is coming back again this year!
The recording of my talk
@Antalpha_Labs
on ZKML and how developers can get involved is out! We covered everything from the basics to the current status of ZKML and how to contribute to ZKML research
@PrivacyScaling
. We also had a great Q&A session. Enjoy!
As a developer in the blockchain space, I've come across some amazing zk projects that have yet to receive the attention they deserve. So, I've decided to compile a list of the top 5 lesser-known zk projects. Keep in mind, these are just my opinions! A thread 🧵
#zk
#blockchain
見大家講得咁開心,又咁多人話冇人真係睇技術,我就講少少。
現階段我覺得Worldcoin最大問題有三:
1. Retinal code唔保證係collision resistant,代表有機會會兩個人撞keys,亦代表第日有機會要更新模型,即係大家有機會需要重新掃描虹膜先可以繼續用World ID,完全係 “not your keys, not your
So
@HKUniversity
just put the kibosh on using
#ChatGPT
in the classroom. I always tell my students, if they can let AI do their homework for them, then shame on me for not designing a more interesting assignment that AI can't ace. Time to step up our game, peeps! 😜🤓
“So… what the **** is Zero-Knowledge Proof (
#ZKP
)?”
Recording coming up on how to leverage
#ZKML
in Decentralized Science at
@DeSciWorld
. Stay tuned!
終於去到我第一次嘅
@NounsRC
run!大家分唔分到邊副眼鏡係實體邊副係用auto-nounify疊上去?⌐◨-◨
Thanks
@AkiraWuc
for this amazing tool. 嚟緊
@852devxyz
可能都會開發類似嘅小工具,有興趣嘅dev可以留意之後我哋嘅bounties 👀
Brought
@poapxyz
stickers to my first NRC run, which is
Trying something new this April...
How about getting a "You've met" POAP when we finally meet IRL?
Catch me at:
🇵🇹 Mar 31-Apr 2
@__zkhack__
, hacking
🇵🇹 Apr 4
#ZK9
@zeroknowledgefm
as workshop speaker
🇯🇵 Apr 13-16
@ETHGlobal
Tokyo, hacking again
🇹🇼 Apr 21-25
@EthTaipei
as speaker
As promised, here is a running doc on some potential ZKML research initiatives:
I will be talking about it a bit more at EthTaipei (13:30 on 24th!), so consider this a sneak peek or alpha 👀
Feel free to comment here or on hackmd directly!
NFTs have been a huge success since their inception, and everyone says that ZK is the next big thing. But did you know that these two can be combined to create useful applications? Let me share 4
#NFT
use cases of
#ZK
. (Disclaimer: Some of these are by my students!) A thread 🧵
Is it a coincidence that some of my very good friends in the web3 space are all from Malaysia? I don’t think so!
Thanks
@0xSushiKev
and
@cheechyuanang
for showing me around!
Fresh out of the oven 🔥 Introducing
#Keras2Circom
: Convert your
#Keras
models to
@identhree
#Circom
circuits, making it
#ZKP
ready in a single command line! Both the model architecture AND model weights are converted. Get your slice here: 🚀
#ZKML
1/ Our 9th edition of the ONEWeekly is live!
We bring updates on our integration with
@OpenOceanGlobal
, new
#ZeroKnowledge
projects, and technical updates on cross-link, elastic RPC, and the trustless
#Ethereum
bridge.
This week's ONEWeekly 👇
IMO is an open concept. Anyone can create an IMO. So glad to see that
@OraProtocol
can inspire so many other projects to follow the path of AI ownership through tokenization.
Yesterday, during an in-person meetup, I noticed that the Twitter button on my digital name card was positioned too low and causing distractions for users. I rearranged the layout to fix the issue. Real-life UI testing is all about trial and error!
I rewrote my circomlib-ml library over the past few days. Version 2.0.1 (I messed up 2.0.0 on npm 😐) is out!
No time to update README or comments yet. See if anyone can tell what are the big changes 👀
☕️ 3 out of 3 $COFFEE-accepting coffee shops visited. Interesting initiative by
@joinCoffeeDAO
.
I an actually a big coffee snob - have a professional espresso machine at home + countless coffee drippers - BUT
I kept my coffee social media (@ good_ffee.hk on IG) quite separate
🚨TLDR on the current situation:
Do NOT interact with any dApps in the next (at least) 48 hours until CDN cache is expired, also clear your browser cache
👀 Today 15:45 at ProgCrypto Auditorium stage
😎 Let’s make ZKML real.
🚀 Special thanks to the hackers from
@themu_xyz
@ForesightVen
@Antalpha_Labs
hackerhouses for brainstorming these use cases together.
🎤 ZKML: turning your ML model into a ZK circuit
🇭🇰 Dr. Cathie So | Privacy & Scaling Explorations Team (Ethereum Foundation) / Nov 11, 2023
#pyconhk2023
/ Track 2 17:00-17:30 / Cantonese
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