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Claims & Theses
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Concepts
i
Concepts · the semantic scaffold
Map
Bridges
Concepts
Traceroute
foundational at the bottom, each line means “understand the lower concept first”
settled
contested definition
Agent
Alignment
Attention
mechanism
Benchmark
Compute
Context window
Distillation
Embedding
Emergent
capability
Feed-forward
network
Fine-tuning
Foundation model
Hallucination
Inference
Inference-time compute
(test-time compute)
KV cache
Layer
normalisation
Logits
Model
commoditization
Multi-agent
orchestration
Neural network
Open-weight model
Parameters
Positional
encoding
Pre-training
Query, key, value
RAG (retrieval-augmented
generation)
Residual stream
RLHF
Sampling
Scaling law
Softmax
Switching cost (AI
API switching cost)
Token
Tool use
Training efficiency
(algorithmic efficiency)
Transformer
Vocabulary