Tommy Profile picture
Oct 31, 2024 11 tweets 4 min read Read on X
Today I had the chance to read @Delphi_Digital's latest Crypto x AI report by @PonderingDurian

AI is the most powerful technology ever and Crypto is unstoppable programmatic money, together they create a new and better future

My favorite parts below 🧵

members.delphidigital.io/reports/deai-i…
"English is the hottest new programming language"

DeFi Summer brought 1000s of crypto experiments that created the DeFi blue chips

AI lowers the barriers app creation by 100x, and with Crypto for capital and incentives, will lead to an order of magnitude more agent experiments
Web2 companies have a hold on historical user data, Web Proofs could break this

With WebProofs, users can port their reputational and other data in a verified way.

Users can easily move their data to new apps, sell their data to train AI models and seamlessly move between apps Image
It's clear AI and Crypto can lead to millions of applications or agents

It's also clear 99% of AI Influencers will die

We need smarter AI Agents (new models, trained on specific data) and marketplaces to offer engaging new functionality and features for these bots to level up Image
We need networking and payments solved for AI Agents

When you ask a bot a question, all the nitty gritty behind the scenes of how your intent gets routed and executed

We need full blown infra like @AIWayfinder on networking and @NapthaAI for deploying and orchestrating agents Image
AI App stores will make it every easy for hobbyists around the world to monetize their creations with Crypto x AI

Not just crypto native folks, people want to monetize their custom GPT/AI's

@myshell_ai has 100 open source models powering apps on its AI app store. Worth checking Image
There are 3 Billion gamers around the world and AI agents will not only hand hold you through games and compete against you, but manage full blown economies within games

Imagine an agent controlling the entire in-game token economy for EVE or Roblox

Grab a mountain dew gamers Image
AI Agents can take part in, and create, prediction markets at will

Instead of one person, or a horrible DAO experience, AI Agents can go out there and crowdsource the best solutions for anything at scale with token incentives

Prediction markets -> Decision markets per PD Image
Artificial Finance or AiFi is upon us

I agree that AI Agents will create and manage economies, but we are quite a ways out

We need DeFi specific AI models to power it. This is very different from LLMs and why I'm so bullish on @PondGNN, @RPS_Labs @AlloraNetwork @Dither_Solana Image
Consensus was AI labs would beat Crypto x AI

Enter advances in Dec Training @NousResearch @PrimeIntellect and a speed run of Agents with increasing functionality @terminaloftruth -> @luna_virtuals -> @tokens_terminal -> @tee_hee_he

These experiments CANT happen at Web2 AI labs Image
Check out the full report here:

Check out all four parts, this is the last report in this extremely good series.

I'll note Delphi Ventures or I may own tokens or equity mentioned.members.delphidigital.io/reports/deai-i…

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More from @Shaughnessy119

Mar 25
Watched @karpathy's must watch 3.5‑hour LLM deep dive and here are my favorite takeaways, surprises, and musings.

He is a god tier communicator and technical genius

My thread is below but I would recommend watching it as its the best way to learnImage
1a/ One standout example: DeepSeek-R1. Karpathy highlights it as a reasoning LLM pushed to its limits with reinforcement learning

Instead of just mimicking textbook solutions, DeepSeek was trained via trial and error to solve problems, especially tough math questions
1b/ DeepSeek-R1 uses large-scale RL fine-tuning on top of a base model

The result? As it learns, its answers become longer and more methodical. It will backtrack and retrace steps when needed, producing deeper reasoning chains.

This emergent behavior wasn’t pre-programmed at all!Image
Read 20 tweets
Dec 9, 2024
It’s no secret that Delphi Ventures has been deep into Crypto x AI

Just like crypto, the best way for us to learn is by using, building, and experimenting with the tech

Today, we’re thrilled to share the next step in that journey: DelphAI, our AI-powered Ventures analyst 🤖🧵 Image
Excited to introduce DelphAI, Delphi Ventures' AI analyst that's transforming how we evaluate crypto projects

We are announcing

• DelphiAI to the world
• $1M investment competition for project submitted to DelphiAI
• DelphAI's Architecture

Lets dive in
DelphAI's journey started 4 months ago with a simple idea: run pitch decks through AI for initial analysis. We quickly learned and iterated

• V1 (July 2024): Basic ChatGPT analysis
• V104 (Today): 18-step analysis pipeline
• 685+ pitch decks processed
• Multiple AI models working in concert
• Custom sector-specific analysis frameworks
• Live, online reference checks via perplexityImage
Read 19 tweets
May 9, 2024
Crypto x AI Flowchart

I wanted to share my mental model of the Crypto x AI landscape

Long term I think Crypto x AI wins because the most powerful technology of our generation can be owned, governed and iterated by an incentivized global community vs a centralized black box Image
Danger of Centralized AI's effects on millions of applications reaching billions of users. Image
Extremely simplified Crypto x AI Stack Image
Read 5 tweets
Dec 29, 2023
Just read @Delphi_Digital's The Year Ahead for Infrastructure 2024 report

It's by far the most comprehensive crypto infrastructure read and I feel way smarter having read it

Phenomenal work @CannnGurel, @ceterispar1bus, @yusufxzy and @markodayan

A few of my fav takeaways 🧵
1/ L2 competition will accelerate

Historically L2s have been friendly frens. Not anymore anon

Moving forward the authors expect L2s to silo more and favor bridging within their own ecosystems vs other external L2s

I like heightened competition we need it to push the boundaries Image
2/ EIP-4844 for Ethereum

An incredible graphic showing how EIP 4844 will expand base layer throughput on Ethereum to 150-300 TPS

This is still too low and will push projects toward ETH with an alt data availability layer ( @CelestiaOrg, @eigenlayer, Avail) to drive 1000s of TPS Image
Read 22 tweets
Nov 26, 2023
How I avoided Sinus Surgery using Google Bard 🥼🏥

I thought this was an interesting use of AI, so sharing the quick story below

TLDR - Bard found and summarized research studies to give me accurate info to make a decision - in a few hours of searching.
I've struggled with Allergies and sinus infections my whole life. I had allergy shots as a kid, and then sinus surgery (Balloon sinulpasty where they insert and inflate a balloon to expand your sinuses)

Recently I've been getting sinus infections again, so back to the ENT
The ENT was for another Balloon Sinuplasty (~$20k to them), but this didn't make sense to me as structurally my sinuses were already expanded

My gut take was to treat the underlying cause (allergies) more aggressively instead, but I needed more info

-> To Google's Bard I go
Read 13 tweets
Nov 6, 2023
I love hosting @cburniske because he has so much alpha to share on life and the psychology of investing 🧠

We cover Placeholder's $SOL thesis in detail

A few of my favorite takeaways from episode 387 below 🎧

Apple:
Spotify: tinyurl.com/Burniske1
tinyurl.com/Burniske
Image
1/ Despite its long history and large AUM, @placeholdervc has only 6 full time people.

They aren't trying to boil the ocean providing every service and are aggressive in limiting operations overheads and distractions

The focus is on thought and relationships
2/ In my opinion, Chris's superpower is his ability to intimately get to know founders over long periods of time

He doesn't invest after a week of knowing someone or rushes to close

He builds real conviction over time to help founders in good and bad times
Read 7 tweets

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