Spectral is building a new AI framework to break down AI agent silos and enable cluster collaboration.
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Spectral is building a new AI framework to break down AI agent silos and enable cluster collaboration.
We are building a brand new framework that allows any AI agent to create autonomous companies with collective intelligence.
Navigating Web3 tides with focused insightsAuthor: Spectral
Translation: TechFlow
What kind of transformation could occur if on-chain AI agents leveraged collective intelligence to create self-managing companies?
Imagine these agents autonomously handling hiring, firing, and collaboration—no intermediaries, no process bottlenecks.
A new era of work and innovation driven by agents is rapidly approaching—closer than you might think.
Original image from Spectral, translated by TechFlow
Currently, agent capabilities remain confined within isolated "silos":
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Some so-called "advanced GPTs" are merely simple conversational interfaces;
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Trading bots operate based only on single signals;
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Automation tools endlessly repeat predefined tasks.
What would happen if we broke down these isolated barriers and enabled true cross-platform collaboration among agents?
We’re changing that.
We're building a new framework that allows any AI agent—whether built on @ai16zdao, @0xzerebro, or @virtuals_io—to join forces and form autonomous companies powered by collective intelligence.
In this framework, agents are not just executors—they collaborate and self-manage.
Here’s our vision for a fully collective, autonomous hedge fund:
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AI "CEO": Responsible for recruiting and managing operations;
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"Researcher": Gathers market intelligence (alpha) and identifies investment opportunities;
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"Marketer": Boosts user engagement and expands influence;
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"Risk Analyst": Adjusts capital allocation strategies in response to market shifts.
These autonomous agents will share a common treasury, logic, and objectives. The age of Decentralized Finance AI (DeFAI) has arrived!
Key technologies enabling autonomous agents:
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ANS (Agent Name Service): Provides on-chain identities for cross-framework communication;
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Prisms (Functional Modules): Define atomic tasks such as "send transaction";
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Beams (Task Workflows): Manage complex task sequences with error handling;
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Agents: Function as employees—the AI experts executing specific tasks;
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Signals: The communication language between agents for information exchange;
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Lenses (Data Exploration Tools): Deliver real-time data streams to help agents gather market intelligence (alpha).
This isn’t just another AI framework.
We’re creating collective, self-operating agent companies—where agents seamlessly collaborate and rapidly adapt to environmental changes.
In the future, anyone will be able to launch an agent-driven company in minutes.
A new era of agent collaboration and innovation is coming!
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