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AI Engineer
AI Engineer

From Tokenmaxxing to Trusted Throughput — Mingsheng Hong, Ironclad

Aug 29, 2026 · 0:23:04
✨ AI Summary
  • Voluntary AI token usage dashboards can encourage unhealthy competition.
  • Treat AI usage dashboards as 'smoke detectors,' not leaderboards.
  • Rewarding high token usage is detrimental, similar to rewarding lines of code.

Guests on This Episode

MH
Mingsheng Hong
1 podcast appearance

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