Stacks
Bitcoin x AI WG: Meeting Minutes #534
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AIBTCdev Thursday, Feb 22We had some great discussions, thanks to everyone who attended! Summary below:
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AIBTCdev Thursday, Feb 29Thank you to everyone who attended, we hope you enjoyed the Bitcoin Crew demo! Video + Recap: Thursday, Feb 29 Marketing and outreach:
Stacks-m2m updates:
CrewAI live demo: We walked through a live demo using OpenAI's GPT-3.5 and GPT-4, but you can swap those out for any model running an OpenAI compatible API using environment variables. The agent demo starts at 10:42 in the video. Testing will continue against open source models once we get the big rig back up and healthy again! 😅 |
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AIBTCdev Thursday, Mar 7Thank you everyone for attending!! This week we had a lot of new faces join, and it's been a pleasure to share the updates along the way. Looking forward to what we create next! Video + Recap: Thursday, Mar 7 Working Group UpdatesNew look and feel!
Repository code updated to the latest versions:
Latest AI NewsClaude dropped a new model that rivals GPT-4
Compromptmized: Zero-Click Worms that target LLMs
SIP-018 Message Signing
Script implemented that can:
This unlocks a few use cases, mainly in how an agent can represent its identity. This will be used as agent tooling, allowing an agent to sign and verify messages. This will also be used with the gated API to prove a request is coming from the address that paid an invoice in the smart contract before providing access. Upcoming EventsReady Layer 2 about to kick off with the Bitcoin x AI track!
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AIBTCdev Thursday, Mar 14Time is flying by but so are the accomplishments, thank you to everyone who attended the Bitcoin x AI working group meeting today! Also, thank you to all the Ready Layer 2 hackathon participants who could make it! Video + Recap: Thursday, Mar 14 Working Group UpdatesWorkshop presentation for Ready Layer 2
CrewAI released a new version with new formats
Reminder: a custom GPT is available for CrewAI too! Latest AI News
Development UpdatesMaking steady progress on our sprint:
Some ideas/asks for what to build next:
Shout-outs:
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AIBTCdev Thursday, Mar 21Video + Recap: Thursday, Mar 21 Working Group Updates
Latest AI News@DrEight shared some topics:
Development UpdatesSigned message tooling updated
API updated and deployed with SIP-018 support
Big updates for agents
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AIBTCdev Thursday, Mar 28Video + Recap: Thursday, Mar 28 Working Group UpdatesReady Layer 2 competition wrapping up
Latest AI NewsShout out to @DrEight for helping source the news this week! This prompted some great discussion among the group.
Development UpdatesSmart contract name updates
New Idea: Sharing RevenueWith Clarity smart contracts we can expand beyond just pay-per-use. If we think of a Crew as a resource and a company as the resource provider, then the company would be deploying the initial contract and managing payouts. What if we took this a step further? We could set up a contained system where:
The auctions for the token would happen daily (every 144 Bitcoin blocks) and the vault When that 1 week period ends is where it gets interesting!
This gives people an easy way to speculate and take part in a company that offers resources, and implements a very basic but powerful revenue sharing model as a template for others to deploy. It also brings all of the payments and flows on-chain, which provides transparency into the resources, the vault, and the token. Anyone can query the blockchain for the info. Here is the code for a basic diagram (image below): graph TD
A[Resource Contract] --> |"Resource Payments"| B[Vault Contract]
C[Equity Auction Contract] --> |"Auction Proceeds<br/>(Daily)"| B
B --> |"75% of Resource Payments<br/>(Weekly)"| D[Company]
B --> |"25% of Resource Payments<br/>(Weekly)"| E[Equity Token Holders]
B --> |"100% of Auction Proceeds<br/>(Weekly)"| D
The incentive for companies is to provide services that generate revenue. Participants in the auction can speculate on the success of the company and are entitled to their share of the 25% from the revenue. We will be working to get an MVP of this implemented ASAP, if this sounds interesting to you definitely reach out! How to get involvedAs the working group grows there is space for people to contribute in various ways:
Try things, experiment, embrace the mess! |
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Not sure if this helps but here it is anyway, feel free to request for deletion: Everyone
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AIBTCdev Thursday, Apr 4Working Group UpdatesNew sprint sync posted with updated goals
Nakamoto block chosen for Stacks upgrade!
Call to action: anyone feel called to get involved?
Some ideas/asks for what to build next:
Different areas to contribute: review How to Get Involved Latest AI NewsGenerative AI landscape for 2024 (h/t Chris)
Removing layers and retaining performance
Full Stack loop idea from Balaji in a fireside chat
Pay per token on evaluations. Crowdfunding next training run. Distributed GPU access for training in future iteration. Reduced loop:
AI agent workflow: self-reflection from Sequoia Capital
Similar: self-reflective RAG
Devin clones: OpenDevin, Devika and SWE-Agent
Lots of posts about agentic AI
Development UpdatesCloudflare Workers now support Python!
New release candidate for CrewAI v0.27.0rc1
Future of the wallet: JSON RPC
DiscussionPatrick: decision point for the working group direction
Luigi: fine-tuning is black magic
Luigi: other options for training
Patrick: adding a payment layer to big APIs isn't interesting enough
Chris: add value, next up: produce
Patrick: let's be clear on where we're going
Richard: set objective with constraints
Chris: cadence, flow is mentioned, what's the first step?
Hero Gamer: with the DeGrants hat on
Louis-Philippe Bellier
Available Tasksh/t to @lpbellier for making a task list, slightly revised version below after today's call.
The other tasks listed can be reincorporated once we decide on our overall direction and there are plenty ways to contribute. If the topic of Bitcoin x AI is interesting to you please join a meeting and get involved! |
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Short summaryIn this meeting, the participants discussed two main directions for the working group: focusing on training and fine-tuning models, or building an AI agent economy on Bitcoin. They also explored the idea of setting clear objectives and constraints to guide their work. The meeting concluded with the goal of defining the phases and next steps for the working group in the next meeting. Detailed summaryDuring the meeting, the participants discussed various topics related to AI on Bitcoin. They started by sharing a tool called Love Teller, which was considered useful. They also mentioned a GitHub repository called PraisonAI, which they found interesting. The conversation then shifted towards the importance of clarity in AI models and the benefits of using frameworks that allow for iterative refinement of results. They discussed the concept of self-evaluation and how it can help in detecting and reducing hallucinations in AI outputs. They also mentioned the upcoming release of GPT-5, which is expected to further address hallucination issues. The participants then delved into the topic of training and fine-tuning AI models. They acknowledged the challenges and complexities involved in this process, such as the need for precise tuning and the risk of catastrophic forgetting. They also discussed the potential of using adapters to dynamically adjust model weights. The meeting also touched upon the idea of an AI agent economy, where individual AI agents act as economic actors. The participants debated whether the focus should be on training and fine-tuning models or on developing the AI agent economy. They recognized the need for clarity in the direction of the working group and the importance of setting clear objectives. There were discussions about the possibility of producing case studies and reports to showcase the capabilities of AI on Bitcoin. The participants also mentioned the potential for grants and funding opportunities based on the work of the working group. The meeting concluded with a plan to define the phases and objectives for the working group in the next meeting. The participants expressed their enthusiasm for working on AI models and emphasized the importance of practical applications and real-world impact. Overall, the meeting was productive and generated valuable insights and ideas for the future direction of the working group. |
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Working Group
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@whoabuddy these types of comments needed, liked? let me know |
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As soon as you put the next meeting's minutes, I'll produce a similar thing. @whoabuddy |
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I love the idea of automating this, created an issue in aibtcdev/ai-agent-crew#4 to outline my current process, instead of taking notes I think we should focus on taking transcript + meeting notes and generating the discussion points. Also have enough data that a crew should be able to create the next agenda with some input. Goal would be to get these out much faster as they backed up quickly! 😅 |
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AIBTCdev Thursday, Apr 11Video + Recap: Thursday, Apr 11 Working Group Updates
Latest AI NewsNo room for medium LLMs
Google released more models in the Gemma Family
LLAMA3 should be coming very soon! Return to reality: Stability AI ran out of cash
Great CrewAI example: Launch Factory OS
A Deep dive into CrewAI from Composio
Shared link: Chat Arena Leaderboard
Shared link: Praison AI
Development UpdatesQuick demo of "Share Thoughts"
Available TasksLet's focus on creating an agent that deploys a contract. We can keep it simple, starting with a resource. Meeting NotesKey Discussion Points
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AIBTCdev Thursday, Apr 18Video + Recap: Thursday, Apr 18 Working Group UpdatesGreat weather, Bitcoin halving, Nakamoto release! Owe some recordings and meeting updates, will get those caught up! Great area to help out if anyone feels inclined, can use AI in the process too. Round table:
Signal21 to help with dashboards
Latest AI NewsOpen weight models doing well in leaderboards
Sometimes a larger parameter with model performs better than smaller ones even when quantized, so getting the balance right is important! Anyone have any open source or open weight LLMs they prefer to use? New snowflake-arctic-embed models now open source
Preparing data for LLM usage is another growing sector:
Interview with Dario Amodei (CEO of Anthropic) in NYTimes
Big LLMs and closed source models get bigger and more powerful, but come with a high cost and underlying technology can change quickly.
Development UpdatesLet's sort out what we want to build next:
Available TasksLet's focus on creating an agent that deploys a contract. We can keep it simple, starting with a resource contract. Meeting NotesKey Discussion Points
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Also as promised, resources for converting between Solidity / Clarity that were discussed: |
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AIBTCdev Thursday, Apr 25Video + Recap: Thursday, Apr 25 Working Group UpdatesRecordings and meeting notes
Updates to the contract
GitHub issues for agent ideas
Latest AI NewsLlama3 is out with great results
Snowflake launches new LLM Arctic
llamafile released v0.8 optimized for CPUs
llmlingua is a tool to compress your prompt from MS
Development UpdatesWe left off asking what we can build. Let's start defining issues and driving more focus to the GitHub. Working toward an agent that deploys a contract.
Meeting NotesKey Discussion Points
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AIBTCdev Thursday, May 2Working Group Updates
Latest AI NewsSo many new model releases! Once a new foundational model drops be sure to follow the creators you like.
"More Agents Is All You Need" paper uses multiple LLM agents to improve performance, with accuracy scaling as the number of agents increases.
Very large context window allows for better LLM performance
Model visualization from lm-sys chat arena data
Sailor models, open source + open pipeline
Fine-tuning isn't always useful
Using collaborative models to achieve better performance
Are we approaching to the end of the quantization?
New GPT-2 model taking over lm-sys leaderboards
Luigi: would be great to have a benchmark for switching models
Development Updates
Meeting NotesKey Discussion Points
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Presentation from 2024/04/25 with CrewAI in SF! |
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AIBTCdev Thursday, May 9Working Group UpdatesMeeting notes updated
New Twitter account for AIBTCdev Latest AI NewsLLMLingua testing didn't pan out well
The pressure of building AI features is causing burnout
More confirmation that prompts outperform fine tuning
LinkedIn published a report on deploying LLM applications
Branching conversations versus linear UI
Quick rundown of new models:
Development UpdatesExploring different project styles for GitHub
https://github.com/orgs/aibtcdev/projects How we're tackling what's next:
Meeting NotesKey Discussion Points Key Discussion Points
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AIBTCdev Thursday, May 16Working Group Updates
crewAI+ access update
Latest AI NewsOpenAI released GPT-4o
analysis of LMSYS arena shows the closing gap between open/closed
quantization is not dead for Llama-3
cursor.ai trained a 70b model with >1000 tokens/sec
First Falcon 2 released as Falcon 2 11B
Development Updatesintroducing demo time
shadow development concept
Demo Time
Meeting Transcript SummaryNone this week - it wasn't enabled in the meeting settings but would like to explore using a crew to summarize. |
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AIBTCdev Thursday, May 23Working Group Updatesmeeting notes posted for last week
Latest AI NewsHuge post from Arthur Hayes on crypto + AI
NEAR as the home for User-Owned AI
Microsoft introduces Copilot+ PCs
Visual: Foundational model wars over the past 12 months Cloudflare AI Gateway now GA!
New model alert!
In honor of yesterday's Bitcoin Pizza Day:
Development UpdatesReview the project board
Demo Time
Next up: sending aiBTC similar to faucet transfer Meeting Transcript SummaryKey Discussion Points General Working Group Updates (Jason Schrader)
AI and Blockchain Integration (Jason Schrader and Patrick Stanley)
Technical Challenges and Solutions (Mijoco)
Model Performance and Training Data (Jason Schrader and Mijoco)
Microsoft Outage and Decentralization (Jason Schrader)
GitHub Co-Pilot Censorship (Jason Schrader)
Project Management and Collaboration Tools (Jason Schrader)
Demonstrations of Current Projects (Jason Schrader)
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Posting the initial content shared on Twitter, will make a note to update here after meetings now that we've got our own category!
Recap: Thursday, Feb 1
Video + Recap: Thursday, Feb 8
Video + Recap: Thursday, Feb 15
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