Character.AI has filed for Chapter 11 bankruptcy protection; a Disney-affiliated bidder is bidding for its technology, and its former CEO has joined Disney as CTO. Consumer-facing conversational products are cooling off, while industry giants scoop up technology and talent—the shakeout in the AI application layer is underway.

This is a reminder for the public markets: not every AI company can command a platform premium. Giants with distribution, real-world use cases, and cash flow are more resilient through the cycle; application-layer companies built on pure hype and heavy spending are more likely to fall behind when financing tightens and macro conditions worsen.

My view: Treat bankruptcy and acquisitions as signs of shakeout in the sector, not as a blanket conclusion that the “AI bubble has burst.” For positioning, prioritize platforms and infrastructure that are delivering; strictly limit losses on satellite positions in application-layer companies.

During the shakeout, stock selection matters more than chasing themes.

A shakeout in the application layer does not negate infrastructure demand, but it will penalize purely narrative-driven, cash-burning models. Giants with distribution and real-world use cases are more resilient across cycles.

Treat bankruptcies and acquisitions as signals for filtering the field: prioritize platforms, and apply strict stop-losses to satellite positions in the application layer.

One more layer: when data releases and earnings season overlap, index tolerance for error is at its thinnest. Split your positions into core and satellite holdings—the core should focus on cash flow and buybacks, while satellite holdings should be used only for swing trades, with exit levels set in advance. During sentiment recoveries, it’s easiest to let satellite positions turn into core holdings. That’s the risk.

For execution, consider scaling in: take an initial position to test and confirm the direction, add only when the setup is clear, and always write your exit plan in advance. Be willing to make a little less in exchange for surviving the repricing. Cash is nothing to be ashamed of; it’s an option on volatility. Get through this stretch first, then talk about expanding the narrative.

The above content is for reference only and does not constitute investment advice.

#CharacterAI #迪士尼 #AI