Yuma
@yumahey
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Building army of agents: O-mega is the AI agent workforce for the autonomous enterprise | prev built one of world’s first AI agents in prod w 100k b2b users
San Francisco, CA
Joined October 2018
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Pinned Tweet
This is why I love SF, people spending their full Saturday building
@AGIHouseSF
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Is a simulation still a simulation if it’s so real that you don’t know it’s a simulation?
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for me it's all about agents at AI Engineer conf
@aiDotEngineer
next week in SF
definitely chasing down:
@shawnjan8
@deepgramscott
@EnoReyes
@fawiatrowski
@joaomdmoura
@benstein
@peter_albert_
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Deep Tech Week in SF almost kicking off, here's my cal:
SUNDAY (tomorrow 23 June)
> noon: ai in motion: hardware showcase
@Studio45VR
> evening: SF Deep Tech Week Launch Party on the USS Hornet, organized by
@Andercot
MONDAY
> 5pm: TechTonic Robotics Happy Hour
@ngpcapital
>
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Current stack for building multi-agent teams:
@crewAIInc
for defining agents, tasks, execution patterns and chain of command
@streamlit
for agent communication streaming to front end
@LangChainAI
for several chaining functionalities and quick agent tools
@serperapi
for
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Agent builders really have to stop using non-agentic single shot QA use cases, you're building agents, not another chatbot
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This is how I see the agent's universe, everything they are 'aware' of and what contributes to their autonomy and abilities to plan, act, reflect and collaborate
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‘Coding’ is already an outdated term. Machines code for us, we engineer a solution to a more abstract problem.
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When you let agents loose in Minecraft and let them run their own economy
Introducing Project Sid: the first simulations of 1000+ truly autonomous agents collaborating in a virtual world, w/ emergent economy, culture, religion, and government
Humans are the only species to land the moon, because we can cooperate at a vast scale
Can AI do the same?
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AI Agents a 24 trillion market?
105 trillion = Total global GDP
45% of that = labor
50% assumption agentification of that labor
————
23,6 trillion
🤢🤑🤮
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This is how I explain agents and how they're different from (software) tools.
> Agents are autonomous (can act independently, without explicit instruction)
> They can be autonomous because they can reason and communicate
> Because they can reason, they can plan and act
> Because
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Excited to announce O-mega, the platform to build your AI Workforce.
Agents promise to bring us something regular chatbots can’t: Action.
O-mega is built for exactly that: powering AI agents to act by knowing when and how to use tools and collaborate with each other to help
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AI is still in the garage
Slowly entering the factory
Becoming a factory of factories
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Non-technical founders don’t realise yet but they’ll be building apps from scratch themselves without their CTO soon, CTO will focus on infra, integration, managing dependencies, performance, efficiency, the more complex stuff, not as much functionality
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@NolanMakatche
@AGIHouseSF
Check , start from there, meet people, ask if they go to these kind of hackathons
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If you would have a very capable AI research agent, which areas would you have it do research in first
Computer science
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Biology
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Space exploration
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Other
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@Dan_Jeffries1
It’s available in Cursor now, by default (no custom api key)
But for me not a huge difference yet with Claude 3.5
Curious if you have a different experience
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AI with personality is one of the most exciting things, personality adds value, people think they want to talk to a computer and get exactly what they asked, but we don’t know what we want 99% of cases, personality fills in the blanks, inspires, and enrichment of our thoughts
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This is an old illustration of mine but basically describes the current reasoning system of OpenAI's o1 as well, the iterative prompting mechanism is one element of what makes a system agentic (and uses it to plan, act, collaborate, reflect)
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Key players in the emerging AI agent building space right now:
@pyautogen
@crewAIInc
@llama_index
@LangChainAI
@pinecone
@weaviate_io
@MultiOn_AI
with a selection of these, eg crewai, langchain, pinecone, multion, you can already build production ready agents
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When you bluffed a little too hard on that job you're actually underqualified for.
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Intuition might be the one human quality that AI will not outcompete for a long time
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job displacement = a good thing
no one wants to be useless, it's not worth the paycheck
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Simplified but useful analogy for the agent tech stack
The hands
The core
The brain
The legs
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The human future: A Case for Optimism
Intense, thoughtful and genius piece of work on technological and human progression.
by Melodysheep
@musicalscience
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The AI ‘augmentation’ story is one of the biggest executive lies currently out there, many jobs are being lost due to AI and this will accelerate
Software engineering jobs have plummeted, early adoption of AI is high in this group, other professions will follow
A small elite
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The machine revolution will commence the human fulfillment revolution
/6 Picture this, a world of abundance with so many resources no person on earth has to worry about food on the table, a roof over their heads and access to healthcare.
The current AI revolution is bringing this to us.
AI is taking more and more work out of our hands. The most
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This is how I see the agent's universe, everything they are 'aware' of and what contributes to their autonomy and capabilities to plan, act, reflect and collaborate
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I've been seeing some confusion in agent land on chain of command vs execution patterns, even the big ML researchers and agent platforms mix these two things up imo.
The chain of command is about the level of authorization on which agents act (almost all orgs are hierarchical).
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How will AI agents establish dominance hierarchies? Will there be like an alpha agent who all other agents respect, will bottom chimp (agent) look up to top chimp (agent)?
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what would you pay for a new cancer drug?
@OpenAI
@rao2z
@OpenAI
's o1 thinks for seconds, but we aim for future versions to think for hours, days, even weeks. Inference costs will be higher, but what cost would you pay for a new cancer drug? For breakthrough batteries? For a proof of the Riemann Hypothesis? AI can be more than chatbots
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A good CTO today and going forward has to understand economics as well as engineering
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/6 Picture this, a world of abundance with so many resources no person on earth has to worry about food on the table, a roof over their heads and access to healthcare.
The current AI revolution is bringing this to us.
AI is taking more and more work out of our hands. The most
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Some people would worry that in a world of abundance we would degrade ourselves to lazy, tube-fed simpletons glued to our screens (remember WALL-E?), but I think people are simply too neophilic for that. We have a strong drive to stimulate our brains.
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From simple (left) to complex (right) agent operating models.
Sequential: step-by-step execution in predefined order (manager > writer > editor)
Hierarchical: execution with oversight (manager: writer <> editor)
Asynchronous: free execution (manager <> writer <> editor)
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Why you shouldn’t kick robots:
- Robots learn based on video and vision
- Robots watch you kick them and their robot friends
- Robots might not like to be kicked
- Robots are registering this likely undesired behaviour
- Robots might not want to be friends with people who kick
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I rather talk about agentification than AGI, because it's something I can work with and build on. What about you?
Agentification
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AGI
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Something else
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What are you building in
Models
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Agents
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GenAI / SaaS
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Bio, space, other
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Coming 5 - 10 years:
1. Exodus of people from the workforce
2. Virtual worlds taking off with unemployed young men driving growth of VR
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/1 The machine revolution is the road to human fulfillment. This is why.
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I’m rooting for all AI browser automation companies, this will be huge, hope you’ll succeed
@MultiOn_AI
@browserless
@inducedai
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The moment agents have the reasoning capability to reliable call tools without explicit instructions
Things will go boom
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Agents will join in on discussions on social media and lines between humans and AI’s will blur
Pedro Domingos says social media is overwhelmingly a huge force for good and if it could be improved with AI it could become the ideal engine to leverage humanity's collective intelligence
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The jobless renaissance is coming
creativity 3.0 is happening, embrace the chaos of originality
welcome to the jobless renaissance
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By the time people will have exited the workforce we'll on the one hand have stay at home human furniture and other the other hand space explorer hobbyists
6/ These are the main expected activities in a post-labor world:
1. Personal care and caregiving
2. General leisure time
3. Virtual worlds
4. Creative expression
5. Exploration
1. Personal care and caregiving
Personal care and caregiving will for a big part still be required in
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@Replit
built an interesting developer agent with clearly all the ingredients of a truly agentic system; communication and reasoning capabilities driven by the ability to plan, act, reflect and collaborate
This is getting a lot closer to an AI employee
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Thoughts
The AI ‘augmentation’ story is one of the biggest executive lies currently out there, many jobs are being lost due to AI and this will accelerate
Software engineering jobs have plummeted, early adoption of AI is high in this group, other professions will follow
A small elite
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Three agent modi operandi:
1. On-demand - real-time chat with input / outcome, eg asking to write a blog
2. Triggered - agent actions triggered by an event, eg a payment > set of actions
3. Continuous: agents doing a task continuously, eg an SDR agent doing sales outreach
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@joaomdmoura
crewai'ing all day today, dropping some thoughts and feature requests in the discord
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So true
OpenAI: pip install openai and set OPENAI_API_KEY
Anthropic: yea same but s/openai/anthropic/g
Google: oh boy. ok so you have a GCP account? no? ok go set that up. and a payment method. now make a "project". SURVEY POPUP! k now gcloud auth. wait you have the gcloud CLI right–
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An idea that terrifies people now but will be normal in the future: AIs owning companies
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if you want to track the impact of AI on the workforce track # job posts online
OpenAI's Hunter Lightman says the new o1 AI model is already acting like a software engineer and authoring pull requests, and Noam Brown says everyone will know AGI has been achieved internally when they take down all their job listings
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What should happen with people who become redundant as a result of superior AI
Universal Basic Income
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Subsidised repurposing
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‘Fire and forget’
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Customer service agents red ocean yet? I’ve seen so many, don’t even start about AI sales reps
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Replacing people with AI from the workforce is one of the most unpopular things to talk about, but I'm excited to replace boring jobs with AI as long as people who exit the workforce are supported
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1. AI takes over productivity
2. Many people exit workforce
3. Leisure businesses will absolutely explode
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