Shashank Sripada merges institutional rigor with systemic change. After managing $7B+ in belongings and advising the White Home, he co-founded Gaia to show decentralized fashions can scale equitably. Gaia goals to empower anybody—from particular person data employees to area consultants—to construct, launch, scale, and monetize their very own AI brokers.
Why it’s best to hear
Gaia goals to empower anybody—from particular person data employees to area consultants—to construct, launch, scale, and monetize their very own AI brokers. Every agent runs as a Gaia “node,” a light-weight, sandboxed runtime powered by applied sciences like WasmEdge, positive‑tuned open‑supply LLMs, embedding fashions, vector databases, immediate administration, a plugin system, and open APIs. This stack could be deployed anyplace (private units, cloud, edge), enabling brokers that mirror the creator’s personal model, data, values, and experience.
In contrast to closed‑field SaaS options (e.g., GPT‑4), Gaia nodes allow deep customization by way of positive‑tuning, RAG‑enhanced prompts, schema‑enforced outputs, and area‑particular data embeddings. This reduces hallucinations, cuts prices, and maintains knowledge privateness. Customers can construct brokers that talk and assume like them, tailor-made to particular domains—far past generic LLM capabilities—and may interconnect to ingest exterior instruments, reminiscence methods, or APIs seamlessly.
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