Public teardown library
Every public result keeps the joke attached to a useful buyer artifact: claim, hidden assumptions, one main badge, supporting risks, and one-week test. Newest verdict first.
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OpenAI
OpenAI GPT-5.5
“GPT-5.5 isn’t a drop-in upgrade; without prompt tuning and manual checks, your CRM fields get messy and managers grumble”
GPT-5.5 promises smarter automation but demands new prompt engineering, governance, and sequence QA before replacing human steps in CRM and routing workflows.
Support / product assistant
OpenAI GPT-5.5“Claims autonomy but expect a team of humans managing CRM writebacks, routing rules, and error checks behind the scenes.”
GPT-5.5 can handle complex tasks with less prompting but requires significant human setup, monitoring, and error correction to fit into existing GTM workflows.
Hidden assumptions
Clean, structured input data available · Existing workflows can be adapted to AI outputs
