Offshore
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Brady Long
This is wild 🤯
Multi-agent LLMs are starting to think together.
A new paper "Emergent Coordination in Multi-Agent Language Models” just dropped, and it’s mind-blowing.
Researchers found that when you connect multiple LLMs with light feedback (and no direct communication), they can spontaneously develop roles, synergy, and goal alignment.
Using an information-theoretic framework, they measured true emergence moments where the whole system predicts the future better than any agent alone.
Here’s the wild part 👇
When each agent got a persona and a prompt to “think about what others might do,
→ the group started showing identity-linked specialization and goal-directed complementarity.
In other words:
> “LLM societies can evolve from mere aggregates to higher-order collectives just by changing their prompts.”
Read the full 🧵
tweet
This is wild 🤯
Multi-agent LLMs are starting to think together.
A new paper "Emergent Coordination in Multi-Agent Language Models” just dropped, and it’s mind-blowing.
Researchers found that when you connect multiple LLMs with light feedback (and no direct communication), they can spontaneously develop roles, synergy, and goal alignment.
Using an information-theoretic framework, they measured true emergence moments where the whole system predicts the future better than any agent alone.
Here’s the wild part 👇
When each agent got a persona and a prompt to “think about what others might do,
→ the group started showing identity-linked specialization and goal-directed complementarity.
In other words:
> “LLM societies can evolve from mere aggregates to higher-order collectives just by changing their prompts.”
Read the full 🧵
tweet
Offshore
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Illiquid
$1024.hk - Higgisfield sells access to Kling AI.
tweet
$1024.hk - Higgisfield sells access to Kling AI.
Higgsfield is officially the fastest-scaling GenAI company in history, doubling from $100M to $200M in just 2 months.
$200M annual run rate in under 9 months.
We have raised a $130M in Series A at a $1.3B valuation, backed by Accel,
AI Capital Partners (Alpha Intelligence Capital's US-based fund), and Menlo Ventures.
To the creators and partners who built this with us: thank you for making Higgsfield a global movement. tweet
Offshore
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Moon Dev
zoom call
todays zoom call is starting soon
you dont want to miss this: https://t.co/JbJdIbVuzB
moon dev
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zoom call
todays zoom call is starting soon
you dont want to miss this: https://t.co/JbJdIbVuzB
moon dev
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Offshore
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God of Prompt
RT @alex_prompter: GOOGLE'S 42-PAGE AGENT WHITEPAPER... PACKED INTO ONE MEGA-PROMPT
I spent days reverse-engineering Google's entire agent framework into a 10-phase interactive prompt that builds production agents from scratch:
cognitive architectures, tool design, orchestration layers, memory systems, and deployment patterns.
It feels like having a DeepMind researcher walk you through building agents that actually work 👇
tweet
RT @alex_prompter: GOOGLE'S 42-PAGE AGENT WHITEPAPER... PACKED INTO ONE MEGA-PROMPT
I spent days reverse-engineering Google's entire agent framework into a 10-phase interactive prompt that builds production agents from scratch:
cognitive architectures, tool design, orchestration layers, memory systems, and deployment patterns.
It feels like having a DeepMind researcher walk you through building agents that actually work 👇
tweet
memenodes
Be like naiive, subscribed to Premium+ and show up daily to post memes. No crypto or brand promotion except his own work.
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Be like naiive, subscribed to Premium+ and show up daily to post memes. No crypto or brand promotion except his own work.
X money just came. i’m crying. Elon Musk sent me 6 ETH this month.
Get X premium and start posting today.
The X algo is supporting small accounts rn . You’re gonna make it . tweet
X (formerly Twitter)
naiive (@naiivememe) on X
X money just came. i’m crying. Elon Musk sent me 6 ETH this month.
Get X premium and start posting today.
The X algo is supporting small accounts rn . You’re gonna make it .
Get X premium and start posting today.
The X algo is supporting small accounts rn . You’re gonna make it .
Offshore
Video
Startup Archive
Elon Musk on how to get people to believe in your startup
“If you think about a company, a company is a group of people that are organized to create a product or service. So in order to create such a thing, you have to convince others to join you in your effort.”
But, as Elon explains, this is hard in the beginning:
“In the beginning, there will be few people who believe in you or what you’re doing. But then over time — as you make progress — the evidence will build and more and more people will believe in what you’re doing.”
So, Elon argues, the first thing you should do when starting a company is create a good demo or mock-up so that people can really envision what it’s about.
“Try to get to that point as soon as possible, and then iterate to make it as real as possible, as fast as possible.”
A good example of this is the Tesla Roadster. Tesla debuted the concept vehicle in 2006 with a famous photograph of co-founder J. B. Straubel driving California Governor Arnold Schwarzenegger. Tesla was a long way from mass-producing the Roadster at any level of affordability, but the demo made their vision more real and helped Tesla secure additional funding. This funding bought the company more time and resources to deliver its first 500 vehicles between February 2008 and June 2009.
Video source: @ComputerHistory (2013)
tweet
Elon Musk on how to get people to believe in your startup
“If you think about a company, a company is a group of people that are organized to create a product or service. So in order to create such a thing, you have to convince others to join you in your effort.”
But, as Elon explains, this is hard in the beginning:
“In the beginning, there will be few people who believe in you or what you’re doing. But then over time — as you make progress — the evidence will build and more and more people will believe in what you’re doing.”
So, Elon argues, the first thing you should do when starting a company is create a good demo or mock-up so that people can really envision what it’s about.
“Try to get to that point as soon as possible, and then iterate to make it as real as possible, as fast as possible.”
A good example of this is the Tesla Roadster. Tesla debuted the concept vehicle in 2006 with a famous photograph of co-founder J. B. Straubel driving California Governor Arnold Schwarzenegger. Tesla was a long way from mass-producing the Roadster at any level of affordability, but the demo made their vision more real and helped Tesla secure additional funding. This funding bought the company more time and resources to deliver its first 500 vehicles between February 2008 and June 2009.
Video source: @ComputerHistory (2013)
tweet