AI Research Scientist · Authentic Safety Motivation
Selecting concrete evidence over generic claims in behavioral answers
Real lesson card · Page 1 of 4
Selecting concrete evidence over generic claims in behavioral answers
Concrete evidence
A specific, verifiable incident, decision point, or quantifiable outcome that backs a claim about your collaboration, resilience, or motivation — as opposed to a generic self-assessment that names a trait without proof.Example
Instead of ‘I work well under pressure,’ concrete evidence looks like: ‘When our deploy failed at 2am, I rolled back the release myself and shipped a fix before the 9am standup.’Scanning a Draft for Generic Claims
- 1Underline self-assessment adjectivesMark words like ‘strong,’ ‘great,’ ‘excellent,’ or ‘good’ attached to a trait — these describe you without proving anything.
- 2Ask ‘compared to what, verified how?’For each underlined phrase, ask whether a stranger could check it. If no name, date, or number answers that, it’s generic.
- 3Flag the sentence, not just the wordMark the whole sentence as a placeholder — you’ll replace it, not patch it with a stronger adjective.
Setup
Draft: ‘I’m a strong collaborator who builds trust across teams.’- 1Find the moment behind the claimWhyA trait needs a real incident as proof.
- 2Name it: the design review where marketing and engineering clashed over the launch dateWhyNaming it makes the claim checkable.
- 3Add the result: a phased rollout that let both teams ship on scheduleWhyA number or outcome proves the trait.
Takeaway
One incident, one decision, one outcome — that turns a trait into evidence.Myth
Making a claim sound specific — adding words like ‘truly,’ ‘consistently,’ or ‘incredibly effective’ — makes it concrete.Reality
Intensifiers and confident tone add no verifiability. Only a name, date, or number does — ‘I am incredibly collaborative’ is exactly as generic as ‘I am collaborative.’Recall check from the same lesson
Rewriting 'I'm a great communicator' as 'I'm an exceptionally clear and persuasive communicator' counts as replacing a generic claim with concrete evidence.
Review the explanation
Answer: False. The rewrite only adds intensifiers ('exceptionally,' 'clear and persuasive') to the same trait word — it still has no named incident, decision point, or quantifiable outcome behind it, so it remains just as generic and unverifiable as the original.
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