Why Agents Can Code But Struggle in Enterprise
wzenus · x · 2026-07-10
This ICML/FAGEN 2026 invited talk discussed why modern agents excel at coding but still struggle with daily enterprise tasks. The speaker described modern agents as "the smartest novices in the world," suggesting that the core of continuous learning is compressing experiences into reusable skills, enabling agents to learn the unique rules of each organization.
Related event: Scholars Discuss AI Agent Enterprise Challenges and Security(2 posts)→
More from coding & agent
- GitHub review bot hits its PR limit and forces a 39-minute cooldown — DanielLockyer · 2026-07-22
- Max reasoning effort appears to be mobile-only in Codex Remote, not desktop — GabGarrett · 2026-07-22
- A Reddit demo argues online stores should expose carts and pricing through MCP — gelembjuk · 2026-07-22
- Open-source AI SDK provider routes Vercel apps through a local Codex subscription — lgrammel · 2026-07-22
- Codex vs Claude Code: Which Is More Popular? — jxnlco · 2026-07-22
- CodeRabbit uses layers, diagrams and a chat agent to rethink code review — _jaydeepkarale · 2026-07-22