Videos
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Why Building an Eval Platform Is Harder Than It Looks — Braintrust
Building an eval platform for AI agents is fundamentally a systems problem, not a UI or spreadsheet issue, because... |
AI Engineer | summarized | 2026-10-06 18:30 |
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From Vibes to Production: Evaluating and Shipping AI Agents That Work 101 — Laurie Voss, Arize AI
Most teams ship AI features on vibes—testing a few queries manually and shipping—but this breaks as... |
AI Engineer | summarized | 2026-10-05 22:00 |
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The Transcript Looked Fine. The Call Wasn't. — Debugging Voice Agents, Arize
Transcripts alone are dangerously insufficient for debugging voice agents because they miss audio-specific failures... |
AI Engineer | summarized | 2026-10-05 21:30 |
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Evals in AI: A Deep Dive — Tejas Kumar, IBM
Evals are reliability instrumentation for non-deterministic AI systems, analogous to fuzzy unit tests. The talk... |
AI Engineer | summarized | 2026-10-05 17:00 |
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Agentic Search vs Vector Search for Coding Agents: We Ran the Eval — Braintrust
Braintrust's eval of coding agents found that agentic search and vector search reached the same accuracy, but vector... |
AI Engineer | summarized | 2026-10-05 15:30 |
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The Loop Is the Product — Roland Gavrilescu, Introspection
The next stage of AI agent development is not better models or harnesses but 'agent recipes' that encode a maker's... |
AI Engineer | summarized | 2026-09-26 14:00 |
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How long can your skills be before your agent forgets what you told it? — Laurie Voss, Arize AI
Replicating the IFScale benchmark shows the old 200-instruction ceiling is obsolete: today's frontier models hold... |
AI Engineer | summarized | 2026-09-09 15:00 |
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AI Evals for Cross-Functional Teams — Nachiket Paranjape & Swaroop Chitlur Haridas, DoorDash
DoorDash's GenAI platform team built a self-serve evaluation platform that enables non-engineers to run the entire... |
AI Engineer | summarized | 2026-08-28 15:00 |
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5000 Hours of Building AI in Just 17 Minutes
Nate Herk shares 12 lessons from 5,000+ hours of building with AI, emphasizing that standing out requires... |
Nate Herk | summarized | 2026-08-04 12:54 |
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Evals-Driven Development for a Mental Health AI Coach — Akele Reed & Dave Revere, SonderMind
SonderMind's AI coach Sonder uses evals-driven development with modular input/output guardrails powered by separate... |
AI Engineer | summarized | 2026-07-25 23:00 |
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Building Closed-Loop Evals for a Multimodal Agent at Scale — Soumya Gupta & Jai Chopra, Uber
Uber's computer vision team built a closed-loop evaluation system for a multimodal agent that enhances food photos... |
AI Engineer | summarized | 2026-07-24 22:00 |
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From Signal to PR: Anatomy of a Self-Improving Agent — Jason Lopatecki, Arize
Arize AI's Signal agent transforms observability data into automated pull requests by combining telemetry traces,... |
AI Engineer | summarized | 2026-07-24 20:15 |
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The Future of Evals: From LLM as a Judge to Agent as a Judge — Aparna Dhinakaran, Arize AI
Evals for AI agents need to evolve from static LLM-as-a-judge to dynamic agent-as-a-judge because traditional evals... |
AI Engineer | summarized | 2026-07-24 20:00 |
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Don't Ship Skills Without Evals — Philipp Schmid, Google DeepMind
Shipping skills without evals is risky because agents are non-deterministic and skills can degrade performance.... |
AI Engineer | summarized | 2026-07-14 22:00 |
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Cooking with OpenAI’s Research Chief: AGI, o1, Evals, and Scaling Laws — Mark Chen
OpenAI's Chief Research Officer Mark Chen discusses the enduring power of scaling laws, the importance of... |
Latent Space | summarized | 2026-06-25 21:32 |
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AI Engineer: A Fact-Based Roadmap to $270,000/year
AI engineers are in high demand with salaries ranging from $100,000 to over $500,000. A fact-based roadmap to... |
Goda Go | summarized | 2026-05-07 12:06 |
Frontier News · by Hyperjump Technology