Looking back on four years of an AI PhD
Автор: The Pretrained Pod
Загружено: 2025-12-10
Просмотров: 280
Описание:
Richard takes the hot seat for the first episode of our 2025 recap series where we spend the rest of December looking back on what this year meant to us personally and in the world of AI/ML. We cover what it's like to defend a thesis in the UK, the difficulty of training meta-learning models, choosing a well scoped research topic, how to define small models, and what's needed to make them better.
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00:00 — Opening Teaser
00:25 — Introduction
02:20 — What a PhD Defense Is Really Like
07:57 — Small Language Models and Why They Matter
17:11 — Switching Gears: The Meta-Learning Pivot
28:19 — Chomsky vs. the Empiricists
40:22 — Breaking Down Learning Dynamics
50:08 — Is a PhD Still Worth It in the AI Era?
54:47 — Closing Thoughts
55:14 — Post-Show Banter
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