Ag déanamh dhearadh iarrataí feidhmchláranna cumhachtaithe le hAI bhaineann sé le roghnú an chur chuige AI cheart, déileáil le tréithe uathúla an AI (neamhdheterminism, costas, latency, earráidí), agus dearadh a dhéanamh ar bhonnchar athcharthanúil timpeall ar AI atá i ndáiríre anfhíocháir. Cuimsíonn sé innealtóireacht bhogearraí le breithnithe atá sonrach d'AI.
Roghnú an chur chuige AI
→ PROMPTING (LLM APIs) → for most LLM tasks (simplest); good prompts go far
→ RAG → to ground answers in your own/current DATA (reduce hallucination)
→ FINE-TUNING → for specific behavior/style prompting can't achieve
→ TRADITIONAL ML → for structured prediction/classification with data
→ PRE-BUILT services → vision, speech, etc. (don't reinvent)
→ match the approach to the problem (often: prompting + RAG for LLM apps)
