Index Index
\(r^2\) Item
A* search Paragraph
academic integrity Paragraph
action Item
activation function Paragraph
adaptive learning systems Paragraph
admissible heuristic Paragraph
adversarial search Paragraph
AI Paragraph
AI limitations Reading Question
AI misconceptions Checkpoint
AI winter Paragraph
algorithmic bias Reading Question
alignment Paragraph
alpha-beta pruning Paragraph
AlphaFold Paragraph
AlphaGo Paragraph
ALS Paragraph
ANN Paragraph
anomaly detection Item
API key Paragraph
arc Item
artifacts Paragraph
artificial intelligence Paragraph
artificial neural network Paragraph
association
negative Item
positive Item
automation bias Assemblage
autonomous vehicle Item
backpropagating error Item
backpropagation Paragraph
bar chart Paragraph
beam search Paragraph
benchmark datasets Paragraph
best-first search Paragraph
BFS Paragraph
bias-variance tradeoff Paragraph
big data Paragraph
bivariate data Paragraph
black box problem Paragraph
blind search Paragraph
BLP Item
bootstrap strategy Item
bootstrapped latin partition Item
breadth-first search Paragraph
categorical data Item
nominal data Item
ordinal data Item
cause-and-effect relationships Paragraph
central limit theorem Paragraph
central tendency Paragraph
chain-of-thought Paragraph
ChatGPT Paragraph
Chomsky, Noam Quotation
class interval Paragraph
classification algorithm Item
classification threshold Paragraph
clustering Paragraph
CNN Paragraph
coefficient of determination Item
cognitive debt cycle Assemblage
confusion matrix Paragraph
connected graph Paragraph
consistent heuristic Paragraph
context files Item
converging evidence Paragraph
convolution Paragraph
convolutional kernel Paragraph
convolutional neural network Paragraph
correlation coefficient Paragraph
cost function Paragraph
CoT Paragraph
Dartmouth Conference Paragraph
data Paragraph
data center Paragraph
data cleaning Paragraph
data leakage Paragraph
data preprocessing Paragraph
data science Paragraph
dataset Paragraph
decoding algorithm Paragraph
deep learning Paragraph
deep neural network Paragraph
density estimation Paragraph
depth-first search Paragraph
depth-limited search Paragraph
desirable difficulty Paragraph
DFS Paragraph
dimensionality reduction Paragraph
directionality problem Paragraph
disconnected graph Paragraph
discrete prompt optimization Paragraph
distributions Paragraph
DLS Paragraph
e-waste Paragraph
edge Paragraph
educational literacy Paragraph
electronic waste Paragraph
emergent abilities Paragraph
environment Paragraph
evaluation bias Paragraph
evaluation function Paragraph
expert system Paragraph
explained variance Item
exploration-exploitation tradeoff Paragraph
external validation Paragraph
facial recognition Item
false negative Paragraphs
false positive Paragraphs
feature learning Paragraph
fine-tuning Paragraph
forward pass Item
frequency polygon Paragraph
fully connected neural networks Paragraph
Gardner, Howard Paragraph
GenAI Paragraph
generalization Paragraph
generative artificial intelligence Paragraph
goal state Item
graph Paragraph
graphics processing unit Paragraph
greedy best-first search Paragraph
greedy decoding Paragraph
hallucination Assemblage Paragraph Paragraph
heuristic search Paragraph
high-dimensional data Paragraph
histogram Paragraph
historical bias Paragraph
holdout set Paragraph
human-AI writing loop Paragraph
hyperbolic tangent Item
hyperparameters Paragraph
IBM Watson Paragraph
image model Paragraph
inferential statistics Paragraph
informed search Paragraph
initial state Item
inputs Item
instruction fine-tuning Paragraph
intelligence Paragraph
intelligence quotient Paragraph
inter-token latency Paragraph
IQ Paragraph
labeled data Paragraph
labels Paragraph
language model Paragraph
leaf Paragraph
leave-one-out cross-validation Item
lifespan extension Item
linear relationship Item
None Item
Perfect negative Item
Perfect positive Item
LOO-CV Item
Manhattan distance Item
material recycling Item
max pooling Paragraph
McCarthy, John Paragraph
McCulloch, Warren Paragraph
MCCV Item
mean squared error Paragraph
mini-batch Paragraph
Minimax Paragraph
model selection Paragraph
module reuse Item
Monte-Carlo Cross-Validation Item
multi-class classification Item
mythbusting Reading Question
natural language processing Paragraph
neural network Paragraph Assemblage
NLP Paragraph
non-linear relationship Item
numeric data Item
continuous data Item
discrete data Item
parameters Paragraph
path cost Paragraph
PCA Paragraph
Pearson product-moment correlation coefficient Paragraph
Pearson’s correlation Paragraph
perceptron Paragraph
petroglyphs Paragraph
pie chart Paragraph
Pitts, Walter Paragraph
Plagiarism Paragraph
policy Paragraph
principal component analysis Paragraph
prompt chaining Paragraph
prompt engineering Paragraph
prompt template Paragraph
RAG Paragraph
random assignment Paragraph
rebound effect Paragraph
receptive field Item
recommendation engine Item
recommendation system Item
rectified linear unit Item
recurrent neural network Paragraph
reference context Item
regression algorithm Item
reinforcement learning Paragraph
reinforcement learning from human feedback Paragraph
relative frequency Paragraph
ReLU Item
representation bias Paragraph
representational harm Paragraph
request latency Paragraph
restriction of range Item
retrieval-augmented generation Paragraph
reward Item
reward model Paragraph
RLHF Paragraph
RNN Paragraph
root node Paragraph
Rosenblatt, Frank Paragraph
sampling Paragraph
sampling-based decoding Paragraph
Samuel, Arthur Paragraph
scale invariance Item
scaling laws Paragraph
scatter plot Paragraph
Sedol, Lee Paragraph
self-attention Paragraph
sensors Paragraph
SGD Paragraph
sibling nodes Paragraph
sigmoid function Paragraph
sigmoid neuron Paragraph
singularity Assemblage
skewed distribution Paragraph
Social decision-making Paragraph
spatial locality Item
spread Paragraph
SPXY algorithm Item
stack Item
state space Paragraph
stochastic gradient descent Paragraph
structural racism Paragraph
structured dataset Paragraph
successor state Item
supervised learning Paragraph
tanh Item
target population Paragraph
tensors Item
test data Paragraph
test set Paragraph Paragraphs
third-variable problem Paragraph
throughput Paragraph
time to first token Paragraph
TRACE learning strategy Paragraph
traditional computing Paragraph
training set Paragraph Paragraphs
transformer Paragraph
translation invariance Item
Turing Test Paragraph
Turing test Paragraph
uniform-cost search Paragraph
uninformed search Paragraph
unlabeled data Paragraph
unstructured dataset Paragraph
unsupervised learning Paragraph
updating parameters Item
