The Third Wave of AI: Beyond Hallucination
There have been two fundamental approaches to artificial intelligence, each with crippling limitations. The third wave—the fusion—is happening now.
Blog¶
Welcome to the Archivus blog—where we explore the intersection of verifiable intelligence, neuro-symbolic AI, and the future of enterprise knowledge systems.
What We Write About¶
We're not here to sell you features. We're here to share what we're learning as we build the protocol layer for verifiable enterprise intelligence.
Expect deep dives on:
- Philosophy: Why verifiability matters more than fluency in enterprise AI
- Architecture: How we solve hard problems—evolutionary agents, knowledge graphs, decentralized trust
- Research: What we're learning from production deployments and the academic literature
- The Future: Where we think enterprise AI is heading (and why data sovereignty matters)
This is thought leadership for CTOs, architects, and real nerds who care about building systems that don't hallucinate.
Recent Posts¶
Blog posts appear below in reverse chronological order.
About Archivus: We're building verifiable intelligence infrastructure for enterprises. LLMs hallucinate. Knowledge graphs are inaccessible. The fusion is the future. Read more at archivus.app.
Why We Built Evolutionary Verification
Large language models have a confidence problem. They answer every question with equal certainty—whether they're summarizing a contract they just read or inventing citations for cases that don't exist.
The solution isn't better models. It's better verification infrastructure.
Federation: Sharing Intelligence, Not Data
Enterprise AI has a data problem. Not too little data—too much friction in sharing it.
Your supply chain partner needs to know about demand signals. But you can't send them your raw sales forecasts. Your M&A target needs to prove contract status. But you can't give them access to your document repository. Your industry consortium wants to share threat intelligence. But nobody wants to expose their security logs.
The solution isn't better access controls. It's a different model entirely.