Skip to content

Home/Flashcards

Flashcards

5288 cards across 312 concepts — every one written by hand from the entries themselves. Tap through a deck, flip for the answer, save the ones you keep missing, download any card as an image.

Deep Learning

Language & LLMs

AI Agents

AI Agent19 Tool Use18 Agent Memory16 Multi-Agent Systems16 Guardrails15 Function Calling21 Structured Output21 ReAct21 Planning21 Task Decomposition21 Reflection19 Model Context Protocol19 Agent Evaluation20 Human-in-the-Loop22 Sandboxing20 Agent Governance19 Computer Use16

Generative AI

Diffusion Model17 GAN (Generative Adversarial Network)18 Multimodal AI17 Text-to-Image23 Text-to-Video20 Latent Space22 Variational Autoencoder23 Inpainting21 Style Transfer18 Conditioning22 Super-resolution21 Generative AI15

Machine Learning

Supervised Learning17 Overfitting16 Unsupervised Learning18 Clustering18 Feature Engineering15 Train/Test Split15 Precision and Recall19 Cross-Validation19 Regression22 Decision Tree22 Random Forest21 Gradient Boosting21 Support Vector Machine21 K-Nearest Neighbours19 Bias-Variance Tradeoff18 Dimensionality Reduction21 Regularization19 Hyperparameter20 Confusion Matrix17 F1 Score20 ROC and AUC19 Calibration21 Inter-annotator Agreement16 Training Data18 Data Labeling19 Synthetic Data18 Data Augmentation19 Class Imbalance20 Bayesian Inference20 Inductive Bias17 Generalization19 Model Collapse15 Double Descent15 No Free Lunch15 Curse of Dimensionality15 Linear Regression13 Logistic Regression12 Naive Bayes13 Data Leakage13 Hierarchical Clustering13 Imbalanced Data12 Semi-Supervised Learning12 Causal Inference12 Continual Learning14 Distribution Shift13 Imitation Learning13 Graph Neural Network13

Computer Vision

Image Classification16 Object Detection16 Image Segmentation17 OCR (Optical Character Recognition)18 Vision Transformer19 Face Recognition19 Object Tracking18 Optical Flow19 Depth Estimation19 Pose Estimation19 Image Captioning19 Video Understanding19 Neural Radiance Fields19 CLIP19 Vision-Language Model (VLM)15 Computer Vision14

Safety & Ethics

Foundations

Machine Learning17 Deep Learning17 Reinforcement Learning17 Artificial Intelligence16 AGI (Artificial General Intelligence)16 Training vs Inference15 Intelligence15 Benchmark22 Scaling Laws19 Benchmark Contamination19 Markov Decision Process22 Reward Function18 Q-Learning20 Policy Gradient21 PPO20 Exploration vs Exploitation19 Turing Test19 Symbolic AI22 Expert System21 AI Winter19 Search Algorithm20 Emergence19 Test-Time Compute15 Foundation Model14 Frontier Model15 World Model14 Superintelligence15 Singularity14 Information Theory14 Entropy14 Cross-Entropy16 KL Divergence14 Mutual Information16 Bayes' Theorem12 Actor-Critic12 Moravec's Paradox11 Compositionality14 Symbol Grounding14 Construct Validity13 Pre-registration14 Task Redefinition15 Citation Decay14 Load-Bearing Assumption13 Scope Boundary14 Correlated Exposure13 Binding Constraint14 Survivorship Bias14 Error Asymmetry14 Rate Against Level14 Proxy Decay13 Refutation Cost14 Selective Transmission11 Commissioned Framing12 Self-Report Gap14 Undecided Commitment13 Aggregate Evidence Gap14 Comparator Choice11 Unrecorded Stratifier10 Measurement Concentration11

Tools & Ecosystem

Vector Database16 Open-Weight Models18 GPU16 Inference API18 Semantic Search21 Knowledge Graph21 MLOps18 Model Serving18 Batching20 Edge AI21 Federated Learning22 Vector Search19 CUDA19 TPU19 PyTorch19 Model Hub21

Speech & Audio

Speech Recognition22 Text-to-Speech20 Voice Cloning21 Speaker Diarization24 Music Generation21 Spectrogram19 Vocoder19 Source Separation18 Audio Classification19 Wake Word Detection19 Voice Conversion19 Speech Emotion Recognition20 Voice Activity Detection13

Applied AI