AI article

research-ledger: a skill that helps one person and several AI models not fool themselves

Community description: I am not a professional researcher. I work in IT support, and in the evenings I explore ideas with...

Dev.to | Oct 13, 2026 | Damjan Žakelj

Automated excerpt

Most ideas die in five minutes against a short checklist. Hence the rule: check every leftover against the literature before combining it with anything. Blind rounds remove my context, not the models' shared training data.

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