Owen Sakawa, the founding father of Elloe AI, desires his platform to be the “immune system for AI” and the “antivirus for any AI agent.”
The concept, Sakawa mentioned in an interview days earlier than the TechCrunch Disrupt convention, the place Elloe AI is a High 20 finalist within the Startup Battlefield competitors, is so as to add a layer to corporations’ LLMs that checks for bias, hallucinations, errors, compliance points, misinformation, and unsafe outputs.
“AI is evolving at a really quick tempo, and it’s transferring this quick with out guard rails, with out security nets, with out mechanism to stop it from ever going off the rails,” Sakawa (pictured above) mentioned.
Elloe AI is an API or an SDK, a module that sits on high of an AI mannequin’s output layer, an “infrastructure on high of your LLM pipeline,” as Sakawa defined. “And it sits there mainly fact-checking each single response.”
The startup’s system has its personal layers, or “anchors,” as Sakawa put it.
The primary anchor fact-checks the LLMs response in opposition to verifiable sources. Then, the second anchor checks if the output violates any rules, such because the U.S. well being privateness regulation HIPAA, the European far-reaching knowledge safety and privateness regulation GDPR, or if it exposes some Private Personal Data (PII). The final anchor is an audit path that reveals how all of the earlier choices had been made and permits regulators or anybody auditing the system “to research the prepare of thought for that mannequin from the place it made the choice the supply of that call, the arrogance rating of all these choices,” in accordance with Sakawa.
To be clear, Sakawa mentioned Elloe AI just isn’t constructed on an LLM, as a result of in his opinion, having LLMs checking different LLMs is simply placing a “Band-Support into one other wound.” Elloe AI’s system does use AI strategies, although, corresponding to machine studying. And there are people within the loop: Elloe AI’s staff, who sustain with new rules on knowledge safety and consumer safety, Sakawa mentioned.
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October 27-29, 2025
If you wish to study extra about Elloe AI — whereas additionally trying out dozens of different corporations, listening to their pitches, and listening to visitor audio system on 4 completely different phases — be part of us at Disrupt, October 27 to 29, in San Francisco. Study extra right here.
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