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Aparna Dhinakaran

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titleconferencedate
The Future of Evals: From LLM as a Judge to Agent as a JudgeObserve 20262026-06-04
Arize reports running 100 million evals per month and sees teams run about 12 eval jobs on average with top teams at 3,800 evaluators, and argues evals must…
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The Unreasonable Effectiveness of Prompt LearningObserve 20262026-06-04
Claims a feedbacK-driven system-prompt learning loop that applies RL-style updates to prompts not weights and auto-tunes an agents.md. Uses unit tests +…
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Break It 'Til You Make It: Building the Self-Improving Stack for AI AgentsAI Engineer World's Fair 20252025-06-03
Claims a deployed agent needs a continuous monitoring and improvement stack that actually connects evals, tracing, observability, experimentation and…
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EmpowerUsKubeCon + CloudNativeCon North America 20212021-10-11
Panelists argue concrete tactics for influence and combating imposter syndrome: cite Stack Overflow numbers (developers who are women ~5% globally, ~9% in the…
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Ray + Arize - Why you Need Model ObservabilityRay Summit 20202020-09-30
Demo shows a Lending Club loan-initiation fraud classifier served with Ray Serve and logged to Arize, capturing inputs, predictions and delayed actuals with…
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