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Owen Sakawa, the founder of Elloe AI<\/a>, wants his platform to be the \u201cimmune system for AI\u201d and the \u201cantivirus for any AI agent.\u201d \u00a0<\/p>\n The idea, Sakawa said in an interview days before the TechCrunch Disrupt<\/a> conference, where Elloe AI is a Top 20 finalist in the Startup Battlefield<\/a> competition, is to add a layer to companies\u2019 LLMs that checks for bias, hallucinations, errors, compliance issues, misinformation, and unsafe outputs. \u00a0<\/p>\n \u201cAI is evolving at a very fast pace, and it\u2019s moving this fast without guard rails, without safety nets, without mechanism to prevent it from ever going off the rails,\u201d Sakawa (pictured above) said.\u00a0<\/p>\n Elloe AI is an API or an SDK, a module that sits on top of an AI model\u2019s output layer, an \u201cinfrastructure on top of your LLM pipeline,\u201d as Sakawa explained. \u201cAnd it sits there basically fact-checking every single response.\u201d\u00a0<\/p>\n The startup\u2019s system has its own layers, or \u201canchors,\u201d as Sakawa put it. \u00a0<\/p>\n The first anchor fact-checks the LLMs response against verifiable sources. Then, the second anchor checks if the output violates any regulations, such as the U.S. health privacy law HIPAA, the European far-reaching data protection and privacy law GDPR<\/a>, or if it exposes some Personal Private Information (PII). The last anchor is an audit trail that shows how all the previous decisions were made and allows regulators or anyone auditing the system \u201cto analyze the train of thought for that model from where it made the decision the source of that decision, the confidence score of all those decisions,\u201d according to Sakawa. \u00a0<\/p>\n To be clear, Sakawa said Elloe AI is not built on an LLM, because in his opinion, having LLMs checking other LLMs is just putting a \u201cBand-Aid into another wound.\u201d Elloe AI\u2019s system does use AI techniques, though, such as machine learning. And there are humans in the loop: Elloe AI\u2019s employees, who keep up with new regulations on data protection and user protection, Sakawa said. \u00a0<\/p>\n Techcrunch event<\/p>\n \n\t\t\t\t\t\t\t\t\tSan Francisco<\/span> If you want to learn more about Elloe AI \u2014 while also checking out dozens of other companies, hearing their pitches, and listening to guest speakers on four different stages \u2014 join us at Disrupt, October 27 to 29, in San Francisco. <\/em>Learn more here.<\/em><\/a>\u00a0\u00a0<\/em>\u00a0<\/p>\n
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\n\t\t\t\t\t\t\t\t\t\t\t\t\tOctober 27-29, 2025<\/span>\n\t\t\t\t\t\t\t<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n