Tensor TownISSUE #1 of 120

what is ai · the field

NeuraVSThe Overfit Ogre

Neura saysAI is the field of building systems that perform tasks we associate with human intelligence.

Artificial Intelligence spans any technique that lets machines do "smart" things — perceive, reason, decide, generate. It's an umbrella: machine learning is a subset, deep learning a subset of that, and today's large language models a recent branch. "AI" today usually means systems that learn patterns from data rather than follow hand-written rules.

Power-ups you unlock

Umbrella for machine "intelligence" tasks
ML ⊂ AI; deep learning ⊂ ML; LLMs are recent
Modern AI learns from data, not hand-coded rules
Perception, reasoning, decision, generation

The Overfit Ogre attacks — common mistakes

Equating "AI" only with chatbots
Assuming AI understands like a human
Conflating AI, ML, and deep learning as identical

Boss battleDraw the nesting: AI ⊃ ML ⊃ deep learning ⊃ LLMs.

Example code

<!doctype html><html><head><meta charset="utf-8"></head>
<body style="background:#06040d;color:#e6e0ff;font-family:monospace;padding:20px"><pre>AI ⊃ machine learning ⊃ deep learning ⊃ LLMs
rules-based (old) → learned-from-data (modern)</pre></body></html>

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Ai History · The Three Winters ›