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Draft: Lecture 5 — Reasoning Training & Inference-Time Scaling #327

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Draft: Lecture 5 — Reasoning Training & Inference-Time Scaling (Ch. 7)
Apr 1, 2026
c5cb43f
Revise lecture 5: method-first reorder + colloquium animations
Apr 1, 2026
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1 change: 1 addition & 0 deletions book/chapters/07-reasoning.md
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Expand Up @@ -11,6 +11,7 @@ page-title: Reasoning
search-title: "Chapter 7: Reasoning"
next-chapter: "Direct Alignment"
next-url: "08-direct-alignment"
lecture-label: "Lecture 5: Reasoning (Chap. 7)"
---

# Reasoning Training & Inference-Time Scaling
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3 changes: 2 additions & 1 deletion pyproject.toml
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Expand Up @@ -19,5 +19,6 @@ skills = [
]
teach = [
# TODO: pin back to a PyPI release when colloquium development slows down.
"colloquium @ git+https://github.com/natolambert/colloquium.git",
# Testing PR #25 (animations) — revert to HEAD after merge
"colloquium @ git+https://github.com/natolambert/colloquium.git@refs/pull/25/head",
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@chatgpt-codex-connector chatgpt-codex-connector Bot Apr 1, 2026

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P1 Badge Pin colloquium dependency to immutable revision

The teach extra now points to refs/pull/25/head, which is a mutable GitHub PR ref; if that PR branch is force-pushed, closed, or garbage-collected, pip/uv install .[teach] can fail or silently pull different code over time. This makes slide builds non-reproducible and can break onboarding/CI unexpectedly, so this should be pinned to a stable tag or commit SHA instead of a moving PR ref.

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