TECHNOLOGY STRATEGY
“ A MODEL CAN DETECT A PATTERN, BUT IT TAKES AN EXPERIENCED HUMAN TO DISCERN IF IT’ S A MEANINGFUL SIGNAL OR JUST NOISE”
Amanda Stent Head of AI Strategy and Research Bloomberg
“ What this means is that you have to build domain-specific checks and guardrails. Often these checks are deterministic systems.
“ Did you call that calculator with the right parameters in the right order? When you summarised a paragraph, did you faithfully ensure that all the information content came strictly from that paragraph and you didn’ t insert anything extra?
“ These validators, these checks, are something that you just keep building – and they are domain-specific. They check that the information in responses is correct and timely before the output reaches the user.“ To do this right, you must have knowledge about what is right and what’ s not – and that’ s why we involve our subject matter experts in helping us design our AI solutions.”
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