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Navigate aiewf 2024 keynotes

Skill hiteshbandhu/skills-i-use/skills/ai-engineer-talks/navigate-aiewf-2024-keynotes

Drop-in skills and plugins for your AI development workflows

Install

npx -y skills add hiteshbandhu/skills-i-use --skill navigate-aiewf-2024-keynotes

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Navigates AI Engineer World's Fair 2024 keynote themes—LLM product discipline, copilots, multimodal APIs, enterprise agents, local inference, realtime data, and platform second-order effects. Use when planning AIEWF takeaways, auditing LLM team practices, or choosing vendor/platform direction from 2024 keynotes.

SKILL.md

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Navigate AIEWF 2024 keynotes

Action playbook from fifteen World's Fair 2024 keynotes. Do not summarize talks — pick a workflow theme and execute it.

Supporting files:

Optional deliverables: ./skill-outputs/navigate-aiewf-2024-keynotes/

Step 0 — Pick workflow theme

What is the user trying to do?
├─ Team operating model, evals, data literacy           → product-discipline
├─ Copilots in dev platforms, assistant eval loops      → copilots-platforms
├─ Multimodal / Anthropic / knowledge assistants        → models-vendors
├─ Local CPU inference, edge-friendly distribution    → local-inference
├─ Live data for agents, accidental platformization     → data-platforms
├─ Enterprise agents, Hypermode-style backends          → agents-enterprise
└─ Strategy, education, hardware (MAX, decoder)         → strategy-craft

Open the matching section in workflows.md.

Install

cp -r skills/navigate-aiewf-2024-keynotes ~/.claude/skills/
cp -r skills/navigate-aiewf-2024-keynotes ~/.cursor/skills/
cp -r skills/navigate-aiewf-2024-keynotes ~/.codex/skills/
cp -r skills/navigate-aiewf-2024-keynotes ~/.agents/skills/

Source: ingest-into-skills playlists/keynote-aie-world-s-fair-2024/.

Cross-cutting rules

Rule	Source
Evals + data literacy are core AI engineer skills, not optional	[src-001 @ 0:20:18]
Look at production data before scaling agent autonomy	[src-001 @ 0:24:04]
Copilots must live in existing dev workflows with telemetry	[src-003 @ 0:10:00]
Model churn requires per-vendor eval regression	[src-005 @ 0:22:00]
Second-order UX/trust effects matter as much as time saved	[src-009 @ 0:12:00]

Output to user

Name theme + deliverables
Save artifacts under ./skill-outputs/navigate-aiewf-2024-keynotes/ when requested
Do not auto-commit

Invocation examples

@navigate-aiewf-2024-keynotes apply lessons-from-a-year eval operating model
Which keynote themes matter for our enterprise agent rollout?
Map Anthropic vs OpenAI multimodal choices from AIEWF keynotes

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.