After reading 1,000+ papers: 25 real-world AI agent use cases worth building
MaryamMiradi · x · 2026-10-25
Maryam Miradi curated 25 AI agent use cases backed by published research and tested architectures after reading 1,000+ papers. She argues most agents fail because they lack domain-specific logic, over-rely on basic retrieval, lack reasoning orchestration, and don't verify tool outputs.
More from AGI Musings
- How much does Chinese AI progress depend on US frontier labs via distillation? — jessi_cata · 2026-10-25
- Founder: apps should be agents, not apps with agents — the edge is proprietary data plus great UX — xkonjin · 2026-10-25
- "2027 will be incredible for the technically gifted": AI doom humor goes viral — generativist · 2026-10-25
- Reddit post argues AI is humanity's collective inheritance and should be legally handed back via a trust — Guinean · 2026-10-25
- UK per-capita electricity now below 1970s levels, just as AI demands power — NinaDSchick · 2026-10-25
- Yacine: after DeepSeek, open the weights and 'trust in humanity' — IgorCarron · 2026-10-25