Specialist-model research desk

Video and podcast roundups

Which episode answers which decision?

Frontier Development research deskSection 07 · Page 2 of 13Last updated 26 October 2026
Decision Episode Date; publisher-listed duration Why this belongs in the buyer’s queue
How do we evaluate before changing a model? Ankur Goyal: Production AI Engineering starts with Evals 11 October 2024; 117 minutes Foundational evaluation and product iteration discussion
What changes between a checkpoint and a reliable service? Philip Kiely and Ali Taha: The Inference Engineering Masterclass 3 August 2026; 101 minutes Serving configuration, caching, precision and workload trade-offs
Can a narrower model/API shape the product differently? Diogo Almeida: Jev — System One models for Prod, not God 21 September 2026; 141 minutes Task decomposition, calibration and service primitives
Why does idle capacity change economics? Erik Bernhardsson: Why AI Compute Comes in Rectangles 22 October 2026; 86 minutes Variable demand versus fixed compute commitments
What do we actually buy in a compute contract? Evan Conrad: The Programmable Data Center 20 October 2026; 37 minutes Delivery constraints behind apparently interchangeable GPU hours

The dates/durations come from the linked publisher records below. Short listening routes suggested here are editorial recommendations, not new measured results.

TRACE THE EVIDENCE

Section source library

This page contains no direct external citations. These are the section’s references; they do not independently validate the desk’s proposed scoring or methods.

  1. The Inference Engineering Masterclass — Philip Kiely and Ali Taha, Latent Space, 3 August 2026 →latent.space
  2. Production AI Engineering starts with Evals — Ankur Goyal, Latent Space, 11 October 2024 →latent.space
  3. Why AI Compute Comes in Rectangles — Erik Bernhardsson, Latent Space, 22 October 2026 →latent.space
  4. The Programmable Data Center — Evan Conrad, Latent Space, 20 October 2026 →latent.space
  5. Jev: System One models for Prod, not God — Diogo Almeida, Latent Space, 21 September 2026 →latent.space
  6. Why I couldn’t build Jev at OpenAI — Diogo Almeida — Latent Space video →www.youtube.com
  7. Why AI Compute Comes in Rectangles — Latent Space video →youtu.be