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![Nick_Researcher Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::331204922.png) Nick Research [@Nick_Researcher](/creator/twitter/Nick_Researcher) on x 14.7K followers
Created: 2025-07-17 09:25:58 UTC

➥ What if @TheoriqAI’s AlphaSwarm evolves into AGI?

Not AGI in the sci-fi do everything sense

But in the agentic, modular sense, where a swarm of agents coordinate like neurons in a brain

▸Each agent → a specialized thought loop
▸Each vault → a long-term memory store
▸Each action → attributed, rewarded, improved

I believe they don’t get AGI by scaling one LLM

They get it by coordinating many small minds to do big things together

That’s the bet I see @TheoriqAI making:

▸ A coordination layer = swarm engine
▸ A trust layer = agent attribution
▸ A value layer = AI tokenized vaults

If they pull this off, AGI won’t feel like one genius

It’ll feel like a team of brilliant doers, working on your behalf 24/7

![](https://pbs.twimg.com/media/GwDJAtJXYAABBks.jpg)

XXXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1945776984082235722/c:line.svg)

**Related Topics**
[llm](/topic/llm)
[loop](/topic/loop)
[specialized](/topic/specialized)
[agentic](/topic/agentic)
[agi](/topic/agi)

[Post Link](https://x.com/Nick_Researcher/status/1945776984082235722)

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

Nick_Researcher Avatar Nick Research @Nick_Researcher on x 14.7K followers Created: 2025-07-17 09:25:58 UTC

➥ What if @TheoriqAI’s AlphaSwarm evolves into AGI?

Not AGI in the sci-fi do everything sense

But in the agentic, modular sense, where a swarm of agents coordinate like neurons in a brain

▸Each agent → a specialized thought loop ▸Each vault → a long-term memory store ▸Each action → attributed, rewarded, improved

I believe they don’t get AGI by scaling one LLM

They get it by coordinating many small minds to do big things together

That’s the bet I see @TheoriqAI making:

▸ A coordination layer = swarm engine ▸ A trust layer = agent attribution ▸ A value layer = AI tokenized vaults

If they pull this off, AGI won’t feel like one genius

It’ll feel like a team of brilliant doers, working on your behalf 24/7

XXXXXX engagements

Engagements Line Chart

Related Topics llm loop specialized agentic agi

Post Link

post/tweet::1945776984082235722
/post/tweet::1945776984082235722