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Staleness and compliance — language models must be up-to-date, compliant with regulations, and able to be revised on the fly without having to retrain the entire thing every time. 2023 was the Year of the Demo, and 2024 is the year of production deployments of AI in Enterprise. The big issue for Enterprises : cost-quality tradeoffs.
And the blockchain is actually a terrible mechanism for illicit activity because it’s traceable. You have the Keystone pipeline, the vast majority of those funds were recovered because that was traceable. And I remember back in the day with FTX, people would be like, “How can you have so many compliance people?
Accountability and transparency: SaaS organizations, especially high-stakes ones, such as AI-driven compliance tools, must have clear and traceable responsibility. from 2023 to 2030. Services like loan approvals and biased algorithms can disproportionately disadvantage marginalized groups, creating significant ethical concerns.
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