Repository navigation
Expand file tree
/
Copy path_quarto.yml
More file actions
309 lines (295 loc) · 8.95 KB
/
Copy path_quarto.yml
File metadata and controls
309 lines (295 loc) · 8.95 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
# Physical AI — a backward-designed systems book.
# The concept track is complete before its end-of-chapter lab.
# quarto render # both formats
# quarto preview # live HTML
# quarto render --to pdf # PDF only
project:
type: book
output-dir: _build
bibliography: references.bib
link-citations: true
# Numbers in the book come from code (see rules/inline-computation.md). Chapters
# use pure-Python cells, so they execute with the python3 on PATH, no extra deps.
jupyter: python3
website:
site-url: "https://physical.mlsysbook.ai"
announcement:
icon: exclamation-triangle
dismissable: false
content: "**Written in the open, and in progress.** Live, evolving working draft planned for release in early 2027. Chapters and lab contracts are under active development."
type: warning
position: above-navbar
book:
title: "Physical AI"
subtitle: "Machine Learning Systems That Sense and Act"
author:
name: Vijay Janapa Reddi
affiliations:
- name: Harvard University
- name: ETH Zurich
date: today
date-format: long
cover-image: assets/cover.png
cover-image-alt: "Cover of Physical AI: Machine Learning Systems That Sense and Act"
image: assets/cover.png
description: >
A systems-first book about turning learned capabilities into continuous,
measurable, dependable, and accountable systems that sense and act in the
real world.
repo-url: "https://github.com/harvard-edge/physical-ai"
repo-subdir: book
repo-branch: dev
repo-actions: [source, issue]
open-graph: true
twitter-card: true
page-navigation: true
reader-mode: true
search: true
navbar:
background: dark
foreground: light
search: true
pinned: true
sidebar:
style: docked
search: false
collapse-level: 2
logo: assets/cover.png
page-footer:
left: "Physical AI · **Working Draft** (Planned Release Early 2027)"
center: "Part of the [mlsysbook.ai](https://mlsysbook.ai) family"
right: "Harvard University · ETH Zurich"
chapters:
- index.qmd
- front-matter/syllabus.qmd
- front-matter/notation.qmd
- chapters/01-boundary/01-boundary.qmd
- part: parts/part-i.qmd
chapters:
- chapters/02-body/02-body.qmd
- chapters/03-brain/03-brain.qmd
- chapters/04-nervous/04-nervous.qmd
- part: parts/part-ii.qmd
chapters:
- chapters/05-data/05-data.qmd
- chapters/06-training/06-training.qmd
- chapters/07-evaluation/07-evaluation.qmd
- part: parts/part-iii.qmd
chapters:
- chapters/08-perception/08-perception.qmd
- chapters/09-memory/09-memory.qmd
- chapters/10-intent/10-intent.qmd
- chapters/11-planning/11-planning.qmd
- chapters/12-enforcement/12-enforcement.qmd
- chapters/13-placement/13-placement.qmd
- part: parts/part-iv.qmd
chapters:
- chapters/14-intervention/14-intervention.qmd
- chapters/15-verification/15-verification.qmd
- chapters/16-release/16-release.qmd
- chapters/17-frontier/17-frontier.qmd
appendices:
- appendix/math-reference.qmd
- appendix/glossary.qmd
- appendix/cross-disciplinary-lexicon.qmd
- appendix/hardware-reference.qmd
- appendix/standards-and-incidents.qmd
- appendix/notebook-templates.qmd
- appendix/heterogeneous-soc-reference.qmd
- references.qmd
# Custom callouts (vendored pae-ext/custom-numbered-blocks Quarto extension).
# One Lua filter renders <details> in HTML and a tcolorbox in PDF. The recurring
# recurring roles are learning objective, decision, and end-of-chapter lab.
# Question and teaching-note callouts remain available when a chapter genuinely
# needs them, but they are not part of the universal visible template.
# colors = [PDF title-bar fill, accent].
filters:
- pae-ext/custom-numbered-blocks
filter-metadata:
pae-ext/custom-numbered-blocks:
icon-path: "assets/images/icons/callouts"
icon-format: "svg"
groups:
objective:
colors: ["F0F4FA", "1F407A"]
collapse: false
numbered: false
definition:
colors: ["EDF7F7", "007A87"]
collapse: false
numbered: false
incident:
colors: ["FBF2F3", "A51C30"]
collapse: false
numbered: false
math:
colors: ["EEF4FB", "215CAF"]
collapse: false
numbered: false
rule:
colors: ["FDF8F0", "B87333"]
collapse: false
numbered: false
algorithm:
colors: ["F4F6F9", "1A365D"]
collapse: false
numbered: false
decision:
colors: ["EDF7F7", "007A87"]
collapse: false
numbered: false
lab:
colors: ["F0F4FA", "1F407A"]
collapse: false
numbered: false
teaching:
colors: ["F3F0F8", "5B4B8A"]
collapse: false
numbered: false
autopsy:
colors: ["FBF2F3", "A51C30"]
collapse: false
numbered: false
contract:
colors: ["FDF8F0", "B87333"]
collapse: false
numbered: false
law:
colors: ["F0F4FA", "1F407A"]
collapse: false
numbered: false
archetype:
colors: ["F0F7F4", "1B6B48"]
collapse: false
numbered: false
fallacy:
colors: ["FBF2F3", "A51C30"]
collapse: false
numbered: false
case:
colors: ["FDF8F0", "B87333"]
collapse: false
numbered: false
takeaways:
colors: ["FBF2F3", "A51C30"]
collapse: false
numbered: false
classes:
callout-objective:
group: objective
label: "Learning Objectives"
callout-definition:
group: definition
label: "Definition"
callout-incident:
group: incident
label: "Landmark Engineering Incident"
callout-math:
group: math
label: "Fermi Math"
callout-rule:
group: rule
label: "Architect's Rule of Thumb"
callout-algorithm:
group: algorithm
label: "Algorithm"
callout-decision:
group: decision
label: "Design Decision"
callout-lab:
group: lab
label: "Hands-On Lab"
callout-teaching:
group: teaching
label: "Teaching Note"
callout-autopsy:
group: autopsy
label: "Incident Autopsy"
callout-contract:
group: contract
label: "Proposal–Permission Contract"
callout-law:
group: law
label: "Bedrock Law"
callout-case:
group: case
label: "Micro-Case"
callout-fallacy:
group: fallacy
label: "Fallacy & Pitfall"
callout-archetype:
group: archetype
label: "Archetype Focus"
callout-takeaways:
group: takeaways
label: "Key Chapter Takeaways"
format:
html:
theme:
light: [default, theme.scss]
dark: [darkly, theme.scss]
toc: true
link-citations: true
# Default Quarto article measure, centered as a block (see theme.scss).
grid:
sidebar-width: 250px
body-width: 800px
margin-width: 250px
gutter-width: 1.5rem
include-in-header:
- text: |
<meta name="robots" content="noindex, nofollow, noarchive, nosnippet, noimageindex">
<meta name="googlebot" content="noindex, nofollow, noarchive, nosnippet, noimageindex">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=STIX+Two+Text:ital,wght@0,400;0,600;0,700;1,400;1,600&family=Source+Sans+3:ital,wght@0,400;0,500;0,600;0,700;1,400&family=IBM+Plex+Mono:wght@400;500&display=swap" rel="stylesheet">
pdf:
keep-tex: true
pdf-engine: lualatex
documentclass: scrbook
fontsize: 9.5pt
linestretch: 1.14
mainfont: "STIX Two Text"
mainfontoptions:
- "BoldFont=STIX Two Text Bold"
- "ItalicFont=STIX Two Text Italic"
- "BoldItalicFont=STIX Two Text Bold Italic"
sansfont: "Avenir Next"
sansfontoptions:
- "Scale=0.90"
monofont: "Menlo"
monofontoptions:
- "Scale=0.78"
colorlinks: true
link-citations: true
linkcolor: structural
urlcolor: measured
citecolor: measured
toc: true
toc-depth: 1
number-depth: 3
reference-location: margin
fig-pos: "t"
tbl-pos: "htbp"
tbl-cap-location: top
classoption:
- open=right
- numbers=noenddot
- captions=tableheading
geometry:
- paperwidth=7.5in
- paperheight=10in
- top=0.75in
- bottom=0.80in
- inner=0.80in
- outer=1.90in
- textwidth=4.60in
- marginparsep=0.20in
- marginparwidth=1.50in
- footskip=0.35in
- headheight=14pt
- headsep=0.18in
- heightrounded
include-in-header:
- tex/preamble.tex # configuration: palette, type, page furniture
- tex/cover.tex # artwork: cover and title pages (needs the palette)