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@0xsamgreen
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@semioticlabs cofounder & CTO, @graphprotocol developer, @ucsantabarbara Computer Science PhD. I post about crypto, ai/ml, and applied cryptography 🦇🔊
Texas
Joined June 2009
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Send us removal request.
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Vitalik proposes
@graphprotocol
as one alternative to Ethereum archive nodes for historical queries. This would lead to increased decentralization. (Archive nodes execute all historical transactions and take forever to sync)
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Here's how I analyze crypto data these days: I use a combination of , which sources its data from
@graphprotocol
, and GPT. Soon, all of this will be possible natively within The Graph.
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@ShedworksGreg
I visited this place once. It was magical - from a dystopian sci-fi perspective. Nobody's shower worked because there was a water repair that needed all cubes to be removed to fix. Instead, there was a shower pod installed outside in the loading dock.
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This is a great visualization of the realtime status of Ethereum's mempool
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Currently,
@semioticlabs
is working with other Core Dev teams in The Graph to bring SQL/analytics queries to the protocol. is a playground we built using LLMs to access DeFi data. Please sign up for the waitlist if you'd like to try it.
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2024 is going to be a wild year for
@graphprotocol
. We will bring open-source large language models to The Graph as a data service. This will unlock things like natural language-to-web3 queries and decentralized web3 agents.
The
@graphprotocol
was listed as
#1
in
@Forbes
article "Uncovering 4 Leading AI Blockchain Projects To Watch In 2024"
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Our
@semioticlabs
cryptography team collaborates with
@edgeandnode
to create cutting edge zero-knowledge proof algorithms to upgrade the
@graphprotocol
. This article is a "hello world" for ZKP. It is intended to be for people who learn by doing/programming
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More alpha! We're making a tool for high-speed blockchain analytics using natural language and SQL. Built on top of
@graphprotocol
using Substreams by
@streamingfastio
. Join the waitlist at
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Indexers in
@graphprotocol
are going to host LLMs and other neural networks. We're also adding a query routing service and connecting it to our payment network. This will open the door to new products like retrieval augmented dapps built directly on The Graph.
thank you
@buidl_asia
for having me speak on the new era of The Graph! ⚡️
AI data services are one area we're focusing on - as an example Indexers could run LLMs to generate SQL queries & power chatgpt-like products in web3
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Our team created a simple cross-chain arbitrage measurement tool for the
@ETHGlobal
hackathon. We won the Flashbots ⚡️🤖 prize, and we won runner-up from
@graphprotocol
👨🚀. Thank you to the organizers and sponsors! It was a great way for our team to learn and grow - demo below
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Just got back from the most effective & well-run conference of my life:
@EFDevconnect
. In one week, there were 50 independent technical events spread around Amsterdam. At the center of the city, in the old stock exchange, there was a cozy co-work space for deep work🧵
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We've updated our cross-domain arb tracker . It now searches 34M paths across 8 chains. It was made by
@odosprotocol
using the same data feed they use for path planning for trades. Highest arb this week: 1.2 ETH across Arbitrum/Ethereum using ETH/USDC
Here's some insightful weekend reading on multi-chain MEV. Proud that
@semioticai
's could provide some arb paths and visuals for the paper!
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This Thursday (5/2), I'll present my research on crypto x agent coprocessors at the online
@coinbase
Machine Learning & Blockchain Research Summit. My talk is at 11:30 AM PST. Then, we'll have a great panel at 12 PM.
What's an agent coprocessor? Agents are a concept used in
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Tomorrow, I'll teach you how to make something like this in 30 minutes using real-time data from
@graphprotocol
+ ChatGPT. This graph shows
@Uniswap
(all versions) Ethereum token swaps during the last hour. The arrow indicates what was swapped into. Edge thickness indicates total
Curious about AI +
@graphprotocol
?
Tomorrow at 12pm EST on The Graph Builders Office Hours,
@0xsamgreen
of
@semioticlabs
will discuss crypto data analytics, demo , and give the first public view of The Graph’s new SQL data service.
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Indexing performance just got boosted on The Graph Network ⚡
Introducing Substreams-powered subgraphs, a revolutionary advance in indexing performance.
With this release, The Graph is redefining what’s possible with web3 data.
Here’s a breakdown 🔽
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I presented at the Blockchain Application Stanford Summit. In the presentation, I gave a peek into our experiments using the
@streamingfastio
Firehose/Substream stack to enable high-performance analytics and natural language queries for
@graphprotocol
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It's amazing to see how the many research, engineering and business efforts are accelerating the transition of query volume from the hosted service to the decentralized network. Proud to be part of this effort
The Graph ecosystem is championing decentralization as Ethereum subgraphs continue to migrate to The Graph Network 🛸
Here’s an update shedding more context on the state of migration, query fees, & resources to help you migrate your subgraph today!
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My favorite moment was yesterday evening. So many new teams focused and quietly working together on their hackathon projects. Today it's clear many of them are thinking about how their ideas can grow into big projects
Over 1k registered and today over 57 teams submitted for Graph Hack to win over $450k in prize money 💰
While you focus on prices and the bear market, we continue building 🧑💻👩💻🛠
Winners will be announced post 1:45pm today 🏆🥇
#GraphHack2022
#web3
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I'm proud of my team
In December 2021,
@VitalikButerin
identified
@graphprotocol
as a potential solution for EIP-4444: pruning historical data over a year on the p2p layer. Here is our proposal for how The Graph can solve EIP-4444:
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Check out this article on how LLMs running on
@graphprotocol
will gain superpowers when combined with its blockchain data and real-world knowledge graphs.
Nice work,
@streamingfastio
👏
Today we are excited to share
@streamingfastio
’s vision of how
@graphprotocol
will play a meaningful role at the intersection of AI and crypto.
While there has been a lot of hype and fanfare for the many ways that these 2 technologies can become
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.
@SeveSisneros
is a master of his subject and a fantastic presenter. This talk will get you up to speed on zk-coprocessing, and it will be insightful if you're already working on it.
Are you at
@EthereumDenver
? Have you heard about zk-coprocessing? It's a way to scale Ethereum w/ inexpensive off-chain compute. Join
@SeveSisneros
at 2:45/Spork Castle/Neptune Stage. He'll give an overview of coprocessing and talk about how it'll be advanced by
@graphprotocol
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The Graph Network is turning 2! We have over 300 Indexers, 10,000 Delegators, and 2,000 Curators. Celebrate with me and reps from our other Core Developer teams tomorrow. We'll discuss this year's highlights, current status, and our plans for 2023.
Can't attend one of the in-person events? Join virtually! 🎙️
Tune into a special Twitter Spaces panel with various leaders & key contributors of The Graph ecosystem.
📅 Thursday, December 15th
🕘 9:00 AM PST
🔔 Set a reminder:
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AI x
@graphprotocol
🔥
Turns out that knowledge graphs are the perfect data structure for RAG, a technique for LLMs to retrieve current & factual information in response to user queries.
Who’s been spending years building decentralized knowledge graph infrastructure?
@graphprotocol
+
@geobrowser
👩🚀🔮
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40+ chains and L2s are now on The Graph Network. Notably,
@NEARProtocol
is the first non-EVM chain supported on the decentralized network.
40+ leading blockchains and L2s are now supported on The Graph Network 🌅
That means that thanks to new tech enhancements such as the upgrade Indexer, devs across 4️⃣0️⃣+ chains can use subgraphs on the network more easily than ever, including
@arbitrum
,
@avax
,
@Celo
,
@FantomFDN
,
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I was proud to be part of the
@coinbase
ML and Blockchain Summit this year. I presented a draft of how I'm organizing all the off-chain computing solutions that have appeared over the last few years. In short, they are all different types of agents, and yes, agents have an
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Here's a frantic visualization I made showing the last 100 Uniswap Ethereum trades. Node size represents the USD value traded into a token. Edge thickness represents the volume.
#GraphAI
If you want to script access to Agentc (natural language to blockchain data from
@graphprotocol
), here's a Python gist that gets you started
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@Web3Slimchance
always does a great job at explaining things. Here's one of my favorite introductions to
@graphprotocol
(it's about 30 minutes). He presented this for a recent
@ETHGlobal
hackathon
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Join my talk at 17:30 CEST. I'll be discussing how
@graphprotocol
utilizes auctions for query distribution & our autonomous bidding agent
Today's the day - join us at 14:00 UTC for the third Crypto x AI Mini Conference: Autonomous Agent Applications!
Speakers will share 10 minute talks, take questions and YOU are invited to join an interactive Q&A at the end.
RSVP here—spaces are limited:
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Agreed!
@RezBrandon
pointed out today that what we're doing would be easy if we were to provide a centralized SaaS. Our commitment to a high-quality decentralized solution will advance org. management, distributed computing, applied economics, cryptography, blockchain simulation
A manhattan project style undertaking is under way in the
@graphprotocol
ecosystem.
Hard to appreciate just how much is going into this roadmap.. But one day we’ll wake up, and all public data will be flowing through this fast, reliable, verifiable, decentralized network 🌅
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We are stoked! Web3 is the internet w/out intermediaries.
@graphprotocol
's commitment to that future extends to how we build: four independent core dev teams, many brilliant developers, curators, delegators, and indexers - all aligned toward serving the world's public data
The Graph core developers continue to grow!
@graphgrants
is pleased to award a grant to
@semioticai
- an AI & cryptography startup that builds secure automated decision-making tools for decentralized markets 🧵🔽
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We have growing teams engaged in Zero-Knowledge Proof and Reinforcement Learning/AI collaborations with
@graphprotocol
and
@edgeandnode
. I recommend checking out this candid
@grt_iq
episode with Eva Beylin, Director of The Graph Foundation🧑🚀
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Vitalik posted about crypto + AI today. Like everyone else working on the topic, I'm going to promote what we've previously built 😅🧵
Join our x space
@anirudhsemiotic
tomorrow to learn how
@graphprotocol
is expanding to support decentralized AI.
The promise and challenges of crypto + AI applications:
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2K
8K
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I'm excited to be part of the Uniswap v4
@atriumacademy
training cohort!
Guess whose data I want to use to build new AMMs using v4 hooks? That's right. Zk-verified data from
@graphprotocol
.
@UniswapFND
, thanks for supporting this training program.
🚨 Attention Solidity Developers!
Today is the FINAL day to apply for the April cohort of
@AtriumAcademy
's Uniswap Hook Incubator, where you'll learn how to launch a v4 hook.
Apply Now:
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This solves the problem of "hallucinations" (lying) in LLMs and the complexity of manually navigating a knowledge graph (KG).
@graphprotocol
should build this: Indexers running open-source LLMs, accepting natural language queries, and
@geobrowser
providing a verifiable KG
excellent paper: Unifying Large Language Models and Knowledge Graphs: A Roadmap
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I'm excited we're indexing Bitcoin BRC-20s now! Should we get ready for Runes? 👀
The Graph 🤝 Bitcoin
You can now access Bitcoin historical data quickly and easily thanks to The Graph!
15 years ago, Satoshi Nakamoto introduced a decentralized system that redefined currency and human coordination forever. Now, Bitcoin’s history is recorded and made easily
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Autonomous agents in web3 is a popular topic right now (and it should be). Under research originally proposed by
@RezBrandon
, we've been working on the topic for several years in
@graphprotocol
. Here's a great presentation by
@TomaszKornuta
on our work
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We've been writing, designing, and shipping
today we released a whitepaper & public demo of AI data services being built on
@graphprotocol
!
💥 Agentc - play around with a public demo of ChatGPT on The Graph's
@Uniswap
data, built by
@semioticlabs
- test it out here:
🌐 Inference Service -
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Great to see the results of our
@semioticlabs
+
@edgeandnode
collaborations being highlighted by the inimitable
@RezBrandon
at
#GraphDay2022
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Live:
@TomaszKornuta
is presenting about the role of reinforcement learning in
@graphprotocol
Artificial intelligence & reinforcement learning are unlocking utility in web3 🧠
Listen to
@tomaszkornuta
of
@semioticlabs
illuminate how AI tech is transforming protocol economics on The Graph Network.
📍 Talk 3 - Flowers
📅 Wed, Oct 12
🕙 10:00 AM CT
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Did you see this
@TechCrunch
interview with
@theklineventure
about
@graphprotocol
x AI? I recommend reading it. Whenever I talk with Tegan, I learn something new, subtle, and surprising.
The Graph did hard mode first (decentralization). Now, expanding it to support new things
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It was an honor to be interviewed by
@grt_iq
. When I was getting started with
@graphprotocol
, GRTiQ podcast helped me understand how the protocol worked and its role in the web3 stack. Now that I know what's going on, the episodes help me get to know my amazing collaborators
🎁 Early Release! Ep. 43 w/ Sam Green (
@0xsamgreen
), Co-Founder & CTO at
@semioticai
, a new Core Dev team at
@graphprotocol
. Sam takes listeners on a BRILLIANT tour of artificial intelligence, cryptography,
#web3
, The Graph, and so much more! $GRT
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I was recently invited to give a presentation to Stanford's CEE 246A class on the evolution of
@semioticlabs
: how we started with FHE, early support from
@NSFSBIR
&
@activatefellows
, our pivot to web3 with
@graphprotocol
, and the launch of
@odosprotocol
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That was a fun podcast. Our first major AI outreach was during 2022 Devconnect. It was hosted by
@graphprotocol
and
@protocollabs
. It was a no-hype event, focused on agents and optimization.
🗃️1 year ago today, we released "AI & Crypto" (Ep. 106)
— a full episode focused on
#AI
,
#Crypto
, &
@graphprotocol
, featuring
@0xsamgreen
,
@TomaszKornuta
, & Ani at
@semioticlabs
.
📡Alpha drop: more AI is coming!
$GRT
#GRT
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If you want to script access to Agentc (natural language to blockchain data from
@graphprotocol
), here's a Python gist that gets you started
Build with AI on The Graph. Shape the future. Earn bounties 🏆
$2,500 in bounties are up for grabs for anyone who generates unique insights, creates innovative visualizations, or discovers new uses of Agentc, an AI-powered tool built on The Graph with indexed
@uniswap
data.
📅
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I want to work on ambitious and meaningful problems, and that's what
@semioticai
is doing with Brandon and the Core Devs. We are inventing foundational tech for the next version of the internet. Check out this podcast for insight into what that means.
Great interview,
@grt_iq
!
This week's
@GRT_iQ
Podcast features Part 1 of a two-part interview series with Brandon Ramirez, co-founder and research & product lead at
@edgeandnode
.
@RezBrandon
offers a unique perspective into the early days of
@graphprotocol
🔍
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Everyone working in crypto should read this book
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This is my favorite take on why Crypto x AI matters. My interpretation: New coprocessing techniques (zk and optimistic) allow us to add cheap, verifiable accelerators to the EVM. Because blockchains are data-rich and programmable, AI will be a natural use of those accelerators.
In my latest post I make the case that the integration of blockchains with AIs will give rise to an Internet of Agents and discuss a path towards it.
Based on research done over the past year and concrete examples from projects innovating in this area.
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The talk just started! Tune in here
@RezBrandon
is an amazing and clear speaker
Decentralizing data access brings us closer to Ethereum’s founding vision 🔍
Join
@edgeandnode
’s
@RezBrandon
talk to learn how decentralizing the blockchain data supply chain supports the Ethereum roadmap.
📍 Talk 4 - River
📅 Wed, Oct 12
🕙 10:00 AM CT
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Honored to share the stage with
@evabeylin
and my fellow
@graphprotocol
core dev crew!
The spaceman have landed
#GraphDay2022
@graphprotocol
@0xsamgreen
@evabeylin
@JosephALChami
@jannispohlmann
@UriGoldshtein
@undefinedza
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If you are a founder, researcher, student, or investor, I recommend doing whatever it takes to get to the next Devconnect.
Thanks to
@martint
and
@skylar_eth
for making
@WimvDev
and
@EFDevconnect
happen!
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is a new web3 social network, and you don't need to own/spend any crypto to use it. I'd like to see projects like this take off, so I'm going to be active there regularly
Your default
@ensdomains
name is now showing on your profile and posts instead of your Ethereum address 🥳🔥
And you don't have to subscribe to Orbis Blue for it to work 😅
Join us at
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My 10 year AI prediction is that you won't lose your job, but:
1. Specialization becomes even more important
2. You will be expected to use AI to deliver "advanced" results
3. Good communication will continue to be critical (your comms + specialization will guide the AIs)
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Me talking my brother-in-law's ear off during Christmas wasn't what did it - it was Kyle's interview. Kyle is a great storyteller and he has created clear analogies to explain The Graph - I'll be borrowing those!
📢 Now available! Ep. 44 w/ Kyle Rojas (
@kyleArojas
), Biz Dev & Partnerships at
@edgeandnode
. During this episode, Kyle shares his incredible journey to
#Web3
- from the Air Force to Goldman Sachs to
@graphprotocol
. 💫 $GRT
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Devconnect 2023 will be in Istanbul from November 13-19. I stand by the tweet below - this is the best technical event I've ever attended.
@graphprotocol
will be organizing something cool 🤫
Also, Istanbul is one of the best cities in the world!
Just got back from the most effective & well-run conference of my life:
@EFDevconnect
. In one week, there were 50 independent technical events spread around Amsterdam. At the center of the city, in the old stock exchange, there was a cozy co-work space for deep work🧵
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Check out the
#1
DEX aggregator on
@base
.
@odosprotocol
is on🔥. Next time you swap, please give it a try. You'll find it on Ethereum or your favorite L2.
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6
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Here are the
@gitcoin
projects I'm supporting with small contributions this round. Please consider donating $1 to these - it can result in up to $300 in matching funding. The last day of Gitcoin Grants round 14 is June 23🧵
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Reinforcement Learning is a branch of AI focused on learning through trial and error. The Q-Learning algorithm is the "hello world" of RL. In this interactive Python notebook, I've tried to distill Q-Learning and make it straight-forward to understand
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Check out our new cross-chain arbitrage measurement site.
@ObadiaAlex
@bertcmiller
curious if you have opinions on what the most interesting educational feature would be to add next?
During the August
@ETHGlobal
hackathon, we used
@graphprotocol
to build a cross-chain arbitrage measurement site. We've redesigned that site - it now includes more chains/DEXs, and it has a leaderboard: $7k BSC/ETH arb measured 4 days ago! Check out
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This is a high-quality weekly summary of Graph Protocol news
It's Sunday, so that means it must be time for The Graph News Episode 2!
#GRTNEWS
#GRTDAILYNEWS
#GRT
$GRT
#GRTFAM
#GRAPHTRONAUTS
Another big week for the Graph.
Last weeks feedback, helped improve this week's episode, would love to hear yours.
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Listening to
@grt_iq
is the best way to learn about the people and teams behind
@graphprotocol
: .
@TwentyTwoNode
, thanks for your tireless effort!
🎉 3 years ago today, the GRTiQ Podcast released Ep. 1 w/ Jim Cousins (
@_cryptovestor
). We haven't missed a week since... that's 163 guests and +152 hrs (6 full days) of content about
#Web3
&
@graphprotocol
💪
🙏 Feeling grateful to all our guests & listeners today - THANK YOU!
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Thank you, Activate! I truly appreciate your ongoing support, business training, and introduction to other entrepreneurial scientists.
If you are a scientist who would like to start a company,
@activatefellows
will help you bootstrap.
When
@0xsamgreen
&
@Ahmet_S_Ozcan
became
#ActivateFellows
we knew they were bound to make waves w/
@semioticai
.
Indeed, we were right: Semiotic AI rec'd a $60M grant from
@graphprotocol
—the largest funding award to an Activate cohort company, to date:
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Did you know that on-chain trade sizes follow a power law distribution? It's probably not surprising, but there are many more small trades than medium-sized trades and many more medium trades than large trades.
During the last hour, for the last 1,000 trades on Ethereum, we have
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Controlling the shape of fusion plasma is one of my favorite applications of reinforcement learning so far. RL is one of the fundamental algorithms that make ChatGPT work (RLHF), and it may help us get unlimited clean energy
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Live now:
There's a lot of interest in this talk
Learn more about the automated mechanisms moving billions of dollars every day online or in person tomorrow at
#DevconVI
Bogotá
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Proud of the
@semioticai
team - 3/3 talks accepted at
@EFDevcon
. I can't wait to visit Colombia and attend my first Devcon.
@EFDevconnect
was my first EF event and it was the best thing I'd ever attended, so I think this is going to be epic too
#devcon
We have three presentations accepted at
@EFDevcon
, Bogotá! One is in the ZKP track and the two others are in the Cryptoeconomics track. Devcon is the premier conference organized by
@ethereum
. We will share our insights learned through building
@graphprotocol
and
@odosprotocol
🧵
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I'm very proud of what the
@odosprotocol
team has built!
🎉 Happy Birthday to
@odosprotocol
! 🎂🎈 It's been an amazing journey so far, and we're incredibly proud of what we've achieved. Thanks to everyone who has supported us along the way, and here's to many more years of innovation and success!
#crypto
#defi
#odos
#swaps
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@DrJimFan
I was disappointed when I heard that OpenAI disbanded their robotics group. That was too bad, because I thought their Rubik's cube work was awesome. Was that work just too expensive/slow and not worth the ROI?
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This is awesome. I didn't expect that blobs would have this much impact on transaction costs.
Blobs are officially live on Arbitrum 🔷
Median gas cost to swap is now around $0.05
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Please join us in San Francisco on June 2 for Graph Day and then stay June 3-5 for Graph Hack!
Graph Day returns this year on June 2, 2022 at the Palace of Fine Arts in San Francisco 🌉🧑🚀
The web3 community will be showing up in force to shape the future of the internet & of society.
Tickets are limited. Be part of the change.
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If OpenAI discounts prepaid LLM tokens by 50% compared to pay-as-you-go (spot price), does this indicate there could be demand for a futures market for token production? Imagine a decentralized AI inference protocol that sells NFT futures contracts of N tokens per contract.
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Whenever you hear "AI is only good at X, and nobody will ever use it for Y," consider this one-year comparison. AI will impact every aspect of your life in the next few years.
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😂 top tier
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If you're attending SBC'23 and you'd like to learn about the future of defi & web3 UX, then check this out!
On the 27th,
@yuxiao_deng
@sxysun1
@mattdeible
and I will be giving short research-oriented talks on some emerging topics. Also 🔥🍕&🍨!
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Want to build some hands-on knowledge for machine learning? This free class by Andrew Ng takes about 9 hrs/week including lectures & homework and runs for 3 months: . The teacher and content is the best intro to ML. Also see
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Here's a heatmap showing the maximum correlation between this week's most popular crypto assets with time lags.
Example: The 0.88 correlation between WBTC and ezETH at around -20 hours indicates that price changes in WBTC lead to similar changes in ezETH after 20 hours.
#GraphAI
If you want to script access to Agentc (natural language to blockchain data from
@graphprotocol
), here's a Python gist that gets you started
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This is the group I used to work with
This team is working on neuromorphic computing. While machine learning folks will do whatever works (engineering), the neuromorphic computing community is filled with neuroscientists determined to build machines that
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A previously stealth-mode cryptography effort that's been a part of
@graphprotocol
for 4 years! I'm excited for the academic and practical impact the team will make this year.
idk who needs to hear this...
in addition to wicked improvements to indexing performance, protocol econ & tooling, The Graph has a SNARK Force dedicated to ZKP research 👀
data deserves to be verifiable
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OpenAI's CLIP is a generative model trained by scraping the web for images with text. It hoovered up
@GrzegorzRutko14
's fantasy acrylic paintings hosted
@ArtStationHQ
.
@RiversHaveWings
made this with CLIP using the prompt "painting of UFOs, the sky is burning, by Greg Rutkowsk"♥️
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Vitalik talking about is the second happiest I've been all week
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We will be going live in 15 minutes! Please join me and the founders of the other core dev teams to get a year in review and a peek at what is in store for the future!
Celebrating The Graph Network's 1 year anniversary today with the original co-founders and core devs!
Join
@yanivgraph
,
@RezBrandon
,
@jannispohlmann
,
@evabeylin
,
@JosephALChami
,
@MarcAntoineRoss
,
@bourgetalexndre
,
@0xsamgreen
, and many more in T-38 mins!
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Here's a hackathon project I started at
@ETHGlobal
Tokyo. I wanted to use generative AI to create something to mint as an NFT. Inspired by
@ColsonGRTeacher
, I had GPT4 write *all* of the code. Here's the source:
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#GraphHack2022
had some nice music between hackathon project presentations. Here's the playlist🎛️
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Here's some insightful weekend reading on multi-chain MEV. Proud that
@semioticai
's could provide some arb paths and visuals for the paper!
First wip paper out of Flashbots Research on MEV in a multi-chain, cross-domain future:
How do we define it, what does it mean, and what will it do to the system we love?
joint work w/
@fiiiu_
@lakshmansankar
@tarunchitra
@vaibhavchellani
@phildaian
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Like father (
@semioticlabs
cofounder) like son
I think I just met the youngest hackers at
@ethglobal
hackathon, two 14-year-old boys who met each other when they were 4 are building something cool on
@TheSandboxGame
so impressive! Let’s wish them good luck
@skullapes
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AI is a tool for the amplification of intelligence. Similar to how telescopes & microscopes amplified our ability to see far & small. What's wild is that everything happening now, e.g. ChatGPT or DALL-E, will be twice as good by the end of this year, 4x better next year, ...
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.
@alexjongarn
and I summarized 2024 crypto market outlooks from Messari, VanEck, Pantera Capital, Coinbase Institutional, a16z crypto, and
@odosprotocol
. It covers their views on Bitcoin, DeFi, web3 gaming, AI, DePIN, UX, NFTs, and DeSoc
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Would you like to get an intuitive understanding of how LLMs work in 5 minutes?
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During the past year, my team developed new algorithms and software for machine learning with encrypted data. I want to share some insights from that.
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This thread provides a balanced view of the early web3 stack, including a collection of recent critiques and responses.
The only web3 stack that will survive the test of time is a fully decentralized stack.
A thread ⬇️🧵
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I ❤️ open-source AI
Open-source AI is thriving.
- $8B+ invested in open-source AI over the last 2 years
- GitHub witnessed 148% YOY growth in contributors & a 248% YOY growth in the total number of Gen AI projects
- 400K+ models on Huggingface
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This was a fun discussion!
📢 Special Release! Ep. 106 w/
@semioticlabs
on AI & crypto. During this *incredible* discussion, we explore the origins of artificial intelligence, the rise of ChatGPT & how it works, and AI & crypto - including the use of AI at
@graphprotocol
.
🎧
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If you've used Odos, please take a few minutes to provide feedback! 🙏
We want your feedback 🫵
We'd love to hear from our passionate community about how you use ODOS. Share your thoughts on the platform, what you'd like to see next, and more.
We will select one lucky community member to receive $100 USDC!
Link to form in thread ↓
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This is a great web3 newsletter
just published the very first issue of my newsletter, spinning the web3!🕸️🕸️ subscribe for a weekly dose of ecosystem news, breakdowns, and developments, as well as Q&As w/ cool people in the space, like the awesome
@theNFTdude
!
read & sub here:
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