I asked there AI's to read the RFJ Jr transcripts from April 2026 Hill hearings, and 5 points of humor.
All were different.
Chat GPT, Claude Opus, and Google Notebook LM (free).
Find the master article here.
First, I'll print the overview of all the "humor sidebar" results, coming from Chat GPT.
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The three AI outputs are interesting because they seem to have used three different definitions of “humor.”
ChatGPT mostly found dry congressional wit and bleak institutional comedy — the kind of thing that is not laugh-out-loud funny, but has timing, irony, or a little human weirdness in a formal hearing.
Claude went for more colorful narrative comedy — absurd images, sharper setups, and more written “bits.” It reads more like a New Yorker sidebar, but some entries feel suspiciously polished, possibly overinterpreted or embellished unless the transcript directly supports every detail.
Google NotebookLM found odd, quotable transcript moments — short, concrete, transcript-like items. Its list feels more literal and probably closer to source retrieval, but less interpretive.
Overlaps
There was only one clear overlap:
Dunkin’ Donuts coffee appeared in both ChatGPT and Google NotebookLM. That was a real “humanizing” moment: Ranking Member Neal invoking Massachusetts, the Kennedy family, health care, and then dropping in Dunkin’ Donuts. It is gentle humor, not a joke exactly, but it works because it is so parochially Massachusetts.
There were also thematic overlaps:
ChatGPT’s “all warmed up” and Google’s “beatings will continue” are both examples of committee-chair banter acknowledging Kennedy’s marathon week.
ChatGPT’s “gavel needed encouragement” and Google’s tennis/Djokovic item are both small human slips in the machinery of Congress.
Claude’s burrito-stand/tire-store hospice and ChatGPT’s “that’s why our country is screwed” both see humor in grotesque absurdity: the fraud examples are not funny in substance, but the verbal image or exasperated timing is darkly comic.
Which understood “funny” best?
For my money — with the caveat that the available funny material was pretty thin — ChatGPT understood “funny” best in the specific congressional-hearing sense. The strongest part of the ChatGPT list is that it understood the genre: this was not a comedy transcript. The best humor was dry, incidental, awkward, regional, or gallows humor. Phrases like “or something resembling humor” and “Congressional comedy rarely soars, but gavels have feelings too” match the material pretty well.
Claude may have written the funniest sidebar, but that is slightly different from finding the funniest transcript moments. Its entries are more vivid and fun to read — “burrito-stand hospice,” “whale heads, bearheads, and raccoon parts,” “1,500 percent reduction would mean we would all be getting checks.” Those are excellent if real and accurately represented. But Claude’s prose also sounds more “composed” than “retrieved,” and some details — “members were finishing the sentence with him,” “the chair did not gavel,” “there was an unmistakable beat of silence” — are interpretive stage directions unless they are actually in the transcript/video. So Claude may win on literary comic packaging, but it raises the most verification questions.
NotebookLM probably did best at source-like specificity, but its humor detection was the flattest. “Tennis defeat,” “Dunkin’ devotion,” and “Froot Loop foe” are plausible because they are concrete and odd. But “Woke Research” as humor is more ideological snark than humor, and “Froot Loop Foe” is funny mostly because NotebookLM gave it a cute label. It retrieved oddities more than it interpreted comic timing.
Best individual picks
The best true hearing-humor pick is probably Dunkin’ Donuts diplomacy. It is modest, real, and contextually funny: a Massachusetts Democrat invokes Kennedy history, public health, and biomedical prestige, then detours into Dunkin’.
The best dark-comic image is Claude’s burrito-stand hospice / tire-store hospice, assuming the transcript supports it. That is the kind of absurdity that makes fraud hearings memorable.
The best bleak congressional-theater moment is ChatGPT’s “That’s why our country is screwed.” Not a joke, exactly, but exactly the kind of accidental gallows humor that leaks out when a formal hearing collides with human exasperation.
The best pure throwaway line is Google’s “the beatings will continue till morale improves.” That is an actual joke structure, not just an oddity.
My overall read
ChatGPT was best at recognizing the actual comic register of the hearings.
Claude was best at turning the moments into entertaining prose.
NotebookLM was best at finding compact, transcript-like oddities.
So if you were writing the blog sidebar, I would probably use a hybrid: keep ChatGPT’s restraint and framing, borrow Claude’s most vivid transcript-supported items, and use NotebookLM’s short labels where they are clean and verifiable.
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CHAT GPT
Sidebar: Five Moments of Humor — or Something Resembling Humor
“All warmed up.” At the Senate Appropriations hearing, Chair Capito noted that it was Kennedy’s fifth of seven hearings, so he should be “all warmed up.” It was gentle, but in a week like this, gentle counted.
Dunkin’ Donuts diplomacy. Ranking Member Neal, after invoking the Kennedy family and Massachusetts health care, added that Massachusetts also likes Dunkin’ Donuts coffee. It was a small regional olive branch before the hammer came down.
“Vote for me. I’m for more fraud.” Neal’s line that no candidate campaigns on supporting fraud was funny because it was true — and because it punctured the easy politics of anti-fraud rhetoric.
The gavel needed encouragement. The Senate Appropriations hearing opened with the chair saying, “Guess I had to hit that a little harder. Hint, hint, didn’t work.” Congressional comedy rarely soars, but gavels have feelings too.
“That’s why our country is screwed.” In the fraud hearing, a member’s exasperated reaction to a witness declining to answer an eligibility question was not exactly humor, but it had the bleak comic timing of modern congressional theater.
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Claude Opus
SIDEBAR — Five Moments of Humor (or Something Resembling It)
1. The burrito-stand hospice. Sheila Clark, in House W&M’s Medicare fraud hearing: “How do you put a hospice in a burrito stand in California? How do you put a hospice in a tire store in California?” The Republican members visibly laughed. The Democratic members laughed harder. Then everyone agreed, in unison, that no one should laugh, because real Medicare patients had been billed for end-of-life care from a building that sells tires.
2. “Whale heads, bearheads, and raccoon parts.” Rep. Buddy Carter (R-LA), closing his time in Energy & Commerce: “I really wish you’d spend more time on… less time talking about whale heads, bearheads, and raccoon parts.” Kennedy’s flat response — “I don’t talk about any of those things” — landed precisely as awkwardly as Carter intended. The chair did not gavel.
3. “Go Gators but not a go K shot.” Rep. Tran (D), in House E&C, after Kennedy gave a Florida Republican a friendly Gator Nation shoutout from the witness table but refused to endorse the vitamin K injection for newborns. Kennedy did not respond. The chair did not respond. There was nothing to say.
4. “More McDonald’s than DME.” Kennedy himself, repeatedly, in W&M and again in E&C: that South Florida has more durable medical equipment suppliers than McDonald’s restaurants. By the seventh time he said it, both Republican and Democratic members were finishing the sentence with him. It became, briefly, the bipartisan running joke of the marathon. It is also factually true.
5. “1,500 percent reduction would mean we would all be getting checks.” Christy Martin, former CMS chief of staff to the Director of Center for Medicare, calmly explaining at the Medicare Fraud hearing that Trump’s claim of a 1,500 percent drug price reduction is “mathematically impossible” because, by definition, “we would all be getting checks.” There was an unmistakable beat of silence in the room before the next member began their five minutes. Some math is funny. Some is just a quiet refutation of a presidential talking point in the formal Congressional record. This was, in the same breath, both.
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Google Notebook
Sidebar: 5 Moments of "Humor" in the Exchanges
- Tennis Defeat: Kennedy admitted to a House committee that he recently played tennis against Novak Djokovic and "lost, by the way".
- The Beatings Will Continue: Representative Kelly quipped to Kennedy, "as usual, the beatings will continue till our morale improves".
- Woke Research: Kennedy defended cutting a grant studying "intersectional stressors" by noting, "None of them developed a drug".
- Dunkin' Devotion: During a tense budget discussion, Ranking Member Neil took a moment to note, "By the way, as a footnote, Mr. Secretary, we also like Dunkin' Donuts coffee".
- Froot Loop Foe: Kennedy’s repeated and intense vilification of Froot Loops as "poison" provided a recurring, almost surreal theme throughout the hearings.
