AI Capabilities And Limitations
← Hoch {lessons}
{lesson} 08AI Capabilities And Limitations

Study Notes

wab

wab — yIlaD.

{study notes}
  • {Context window} — QaQ'a' fixed-size container. Qapla' 'e' yIjatlhbe'chugh, Qapla' 'oH.
  • Hard-edged cliff, not gradual degradation. Things work, then suddenly — **ghaH! ** — they don't work.
  • Front-load important material, chunk long work, re-supply critical context. Context is leverage — {leverage} 'oH.
  • Silent truncation — the failure mode. Model doesn't learn from corrections. Only what's in {context window} matters now.
  • {Memory features}, {compaction}, {projects}, {larger windows}, {multi-agent workflows} — all push the cliff further out.
  • Capability zone: material fits, session is current, context supplied. Limitation zone: very long documents, cross-session continuity, buried critical info.
  • {Working Memory} acts on Description. Know the window structure — know when to front-load, when to start fresh.
{flashcards} 10 {cards}
{question}
yI'ang · ←/→
{answer}
{flip}
Anki (.tsv) ↓
{knowledge check} 6 {questions}