Robert Yang Profile picture
Nov 1, 2024 8 tweets 3 min read Read on X
What will a world look like with 100 billion digital human beings?

Today we share our tech report on Project Sid – a glimpse at the first AI agent civilization (powered by our new PIANO architecture).



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Project Sid shows civilizational progress, specialization, governance, and the invention and spread of memes and religion.

These were made possible by our new cognitive architecture: PIANO.

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How can AI agents think & act concurrently, over multiple time-scales, consciously and subconsciously?

Imagine the keys of a piano as different brain modules. Played together, they can produce beautiful chords—or, in our case, emergent human-like qualities in agents.

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Can AI agents form meaningful social relationships at scale?

We show agents accurately inferring others' sentiments, forming lasting friendships & rivalries, and having introverts naturally form fewer connections than extroverts in societies of many agents

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How do specialized roles emerge in AI societies?

When we put initially identical agents in a village, they self-developed distinct professions like farmers & engineers. Removing social awareness led to agents choosing more homogenous roles that didn’t persist across time.
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Can AI agents develop & modify their own laws?

We tested this by implementing a tax system. They not only followed tax laws but also democratically voted to change rates based on public sentiment!

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Can AI agents develop their own culture?

We observed organic spread of memes & tracked how agents primed with a fictional religion (Pastafarianism!) spread through agent societies. Rural areas showed different cultural patterns vs towns:

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This work is of course the outcome of many wonderful people here at @Altera_AL : @A_J_Ahn @PeterYWang1 @bearablylight @caenopy @ardademirci_14 @shuying_luo @nicochristie @saiphanie_ @franklikesfilms @MatWillows @investigationo3 and more!

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More from @GuangyuRobert

Sep 3, 2024
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?
At Altera, we ask whether our agents can organize at unprecedented scale to achieve what individual agents can’t

We saw agents form a merchant hub, vote in a democracy, spread religions, & collect 5x more distinct items than ever before

Play today: playlabs.altera.al/discoverImage
Here by truly autonomous Agents, we refer specifically to machines that are
1) Long-term autonomous: Can progress for hours & days by themselves (not simple function-calling “Agent”)
2) Organizational: Can collaborate with one another to achieve what individuals can’t (not just serving 1000 Agents to 1000 customers)
3) Pro-Human Motivated: Have own deep & robust drives to support humans (not just instruction-following, obedient machines)
4) Consciously Communicative: They can verbally express their conscious thoughts and feelings (not just language-conditioned robots)
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