AI Dad
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Genspark · batch_understand_videos

Grade 3

Usable, but it does not always answer all six questions — roughly one in six goes missing.

Read 100 YouTube transcripts and answer the same six questions per video

  1. Runs
  2. Records
  3. Detects
  4. Precise
  5. Proven

496 / 600questions answered

104 questions never appeared in the output

What failed 104 of 600 questions never appeared in the output. It fails silently. If you match answers by position, they shift into the wrong question — we made exactly that mistake once and caught it.

Not measured We did not re-run the same videos to check whether answers repeat (precision).

2026-09-09 · gsk CLI, as of 2026-09-09

Rung by rung

  1. Runs

    Passed

    It runs. Install it, run it, something comes out.

  2. Records

    Passed

    It leaves a trace you can check later.

  3. Detects

    Passed

    It says when something is wrong instead of passing silently.

  4. Precise

    Not measured

    Same input, same answer. It does not drift.

  5. Proven

    Not measured

    Verified on the real thing — output seen with our own eyes.

How to read this

This result came from the task named above, on the date named above, against the version named above. A different task gives a different result. "Not measured" means we have not checked it — not that the tool cannot do it.