# Should the best AI model depend on the task? | AGI Al-Dahle describes choosing models using application-specific evaluations of performance, latency and cost. --- Canonical page: https://agiscorecard.com/future-guide/evaluate-your-task Machine-readable verdicts: https://agiscorecard.com/data.json (CC BY 4.0) This Markdown mirror is generated from the page; the HTML page is canonical. ## Source-linked future guide You can read all sources and guides without JavaScript. Enable it to filter, save or export your own plan. Future guide (/future-guide) / Evaluate your own task Evaluate your own task Should the best AI model depend on the task? Al-Dahle describes choosing models using application-specific evaluations of performance, latency and cost. Ahmad Al-Dahle · Latent Space Interview: 2026-10-02 Source review: 2026-10-03 Latent Space · Written interview Ahmad Al-Dahle Return to the original context. Read original interview ↗ (https://www.latent.space/p/airbnb) Publisher’s original page ↗ (https://www.latent.space/p/airbnb) Source, interpretation and uncertainty What does this actually establish? Source status Source locator: Choosing which models to use and customizing open models · Not an independently verified outcome Speaker context Airbnb CTO · company experience reported by its executive What remains open Internal evaluations do not establish that the same model will win in your context. AGI editorial interpretation Two ways this could unfold If error costs dominate, a stronger model may be worthwhile. If delays dominate, a faster adequate model may fit better. These are conditional scenarios, not the speaker’s words or a probability estimate. Read alongside: Will one model be best for everything? (/future-guide/many-models) Different framing, dates and definitions; not a direct head-to-head forecast. Where do I stand for now? Lean toward agreement Lean toward disagreement Need more evidence This is your private, device-only record. No public vote count or collective probability is implied. Turn a view into a small experiment What is my next step? A simple plan you can test and revise. Your notes stay in this tab until you save them. What matters to me Understand the change Adapt my work Choose what to learn Explore income ideas Think about education Test my judgment The task or question in my life One action I will try Use the editorial starting point ↗ What would change my view? My review date (optional) I have tried this action Save my next step Export plan Add to calendar Saved on this device. You control the plan and review date; these are not model predictions. Read the interview and evidence on AGI ↗ (https://agiscorecard.com/future-guide/evaluate-your-task) Embed the free action planner Video and context stay on this source page. ← Return to my next steps (/future-guide#notebook) ✳ JARVIS Research guide What does an expensive mistake look like in my task? Compare two tools on the same ten representative tasks, including difficult cases. Make my next step ↗ (#plan) Based on published sources and editorial guidance. This is not an AI-generated forecast or a personal capability assessment. A useful reading path A view in its original context A reason to stay open-minded An action you can try No account required. When you want to keep the work Your next step deserves a place to return to. Reading, video access, local saves and exports are free. Use the same plan on another device with AGI’s existing cloud workspace and version history. No paid interview collection or automated personal-report subscription is offered here. AGI cloud membership 9 USDT / 30 days Plus the order-matching decimal and network fees. 50 workspaces, 10 versions per workspace, 64 KB per workspace and 5 MB in total. No auto-renewal or extra AI allowance. Open my plan in membership The member page checks availability. Opening it does not upload your plan or start a purchase; save there explicitly. USDT payment only.