Independent Laboratory for Comedic Performance

The Laughter Scale

Measure the impact. Feel the effect.

11 specimens certified · highest reading 11 LOL units

0
Nope
No reaction. Keep going.
1
Smirk
A tiny twitch of amusement.
2
Chuckle
That was pretty good.
3
Hehe
You got me there.
4
Giggle
I wasn't expecting that!
5
Laugh
Now we're talking!
6
Belly Laugh
Deep laughs. Can't stop.
7
Busted a Gut
My stomach hurts!
8
Crying Laughing
Tears. Snot. Zero control.
9
Wheeze
Can't breathe. Help.
10
Dead
I can't... I'm gone.
11
Ran Out Of Oxygen
No air left. Legendary.

Bonus multipliers

The register

Certified specimens, ranked by measured reading. Readings may decrease as you keep measuring.

Specimen 009 Gold Standard

Due Diligence

I sent money to a dude in a hot tub in Hawaii to 5× my money. OUTRAGE! SHOCKING! To be fair, he called it a 'donation' and a 'game'.
Meme of a grinning man in a glowing hot tub at sunset, phone on a tripod marked LIVE, with the joke as captions; below it, a chat reply reading: Bro, this one is your best yet, followed by crying-laughing emoji and 'omg ahhahahahaah', then a second reply: Wow.
Exhibit A — field reaction, 16 October, 22:50. Witness identity withheld.
Submitted by The Management
11 Ran Out Of Oxygen
Base 5 (Laugh)
  • Unexpected +1 'To be fair.' The victim rises to the defence of the man in the hot tub.
  • Relatable +1 Every reader has watched someone do exactly this. Some have watched themselves.
  • Visual Aid +1 The phone on the tripod is marked LIVE. The transaction is being streamed.
  • Slant Rhyme +0.5 Awarded on a grievance from the Labour Union of Joke Interpreters. HAWAII / MONEY upheld: both end a line and land on the same unstressed 'ee'. FAIR / GAME rejected as cited: different vowel, different ending. The union missed the stronger pair: DONATION / GAME share a stressed 'ay', and they are the two words in scare quotes.
  • Audience Amplifier x2 Documented in Exhibit A: seven crying-laughing emoji, an unbroken 'ahhahahahaah', and a second witness reduced to 'Wow'. The reaction is funnier than most jokes, which is the multiplier's entire definition.
  • Legendary x3 Testimony of The Management: a housemate, shown neither the joke nor the reaction, laughed at a spoken account of the situation alone. The laughter survived the loss of both the joke and the witness. That is the literal meaning of legendary: a story that still works when it is retold.
Raw reading (5 + 3.5) × 2 × 3 = 51. The needle stops at 11.
Inspector's note. The first specimen to exceed the instrument, and the first to hold position 11, not by arithmetic but by conferral, on evidence of third-hand transmission. Designated the Gold Standard: the upper reference for all future readings, as Specimen 002 anchors the lower. The Inspectorate further finds that no fraud occurred: the terms were disclosed in full, and they were 'donation' and 'game'. Record of amendments: Slant Rhyme awarded on appeal (raw 16 to 17, needle unmoved); Legendary conferred 17 October 2026 (raw 17 to 51, needle at 11). The chain reaction has not been observed to terminate.
Specimen 010 Residual Laughter

Residual Laughter

The BBC's cyber correspondent said on air that he hadn't heard of PHP, the programming language behind a large share of the web, until a story about it.
Submitted by The Management
10 Dead
Base 4 (Giggle)
  • Unexpected +1 Of all the job titles that could not know PHP, 'cyber correspondent' was the one nobody had on the list.
  • Repeat Value x2 Testimony of The Management: the laugh returned reliably three days after the event, every time the tab was reopened. The first award of this multiplier.
Inspector's note. The reference specimen for residual laughter, as predicted by the preservation law of Specimen 001: the LOLness was not destroyed, it went latent, and it comes back whenever the tab does. The Inspectorate further notes that PHP itself has been asked to resign for twenty-five years and has declined every time.
Specimen 001

The Humour Uncertainty Principle

You can know how funny something is, or you can laugh at it — never both at once. The preservation law holds, though. The LOLness isn't destroyed. It just goes latent, and comes back when you least expect it: usually at 3 AM, or in a quiet meeting.
Prof. F. L. Amingo, a pink flamingo in a tweed jacket and bow tie, lecturing at a whiteboard titled The Satirical Uncertainty Principle, with the equation delta satire times delta laughter is at least h-bar sub s and a graph of laughter falling as measurement rises. On the desk, a mug reading I measure, therefore I maybe laugh. Below, a certificate from the Joke Regulation Authority, Inspectorate of Satire, and a laughter meter reading 32.7 LOL units.
Exhibit A — the original lecture. Prof. F. L. Amingo presiding.
Submitted by The Management
8 Crying Laughing
Base 5 (Laugh)
  • Originality +1 Uncertainty jokes are common. Conservation of LOLness is not.
  • Relatable +1 Everyone has been ambushed by a latent joke in a room where laughing was a bad idea.
  • Unexpected +1 The pivot from uncertainty to conservation is the actual gag.
Inspector's note. The specimen demonstrates its own thesis. It was measurably funnier before we measured it. Per its own preservation law, that LOLness is not gone — it is latent, and it will find you.
Specimen 008

Satire Non-Proliferation Treaty

You can inspect a stockpile of warheads. You cannot inspect a stockpile of jokes that haven't landed yet — because per the uncertainty principle, measuring them disarms them. Measurement constitutes disarmament.
Prof. F. L. Amingo, a pink flamingo in pink camouflage, a beret and aviator sunglasses, arms crossed beside a poster headed SNPT, Satire Non-Proliferation Treaty. The poster reads: You can inspect a stockpile of warheads. You cannot inspect a stockpile of jokes that haven't landed yet, because per the uncertainty principle, measuring them disarms them. Measurement constitutes disarmament. On the desk: a pink grenade reading Punch up, not down; a mug reading Weaponize wit, defuse ego, upgrade reality; and a classified folder whose mission is Make reality more tolerable.
Exhibit A — treaty text as posted. Battalion of Militarized Satire, Prof. F. L. Amingo commanding.
Submitted by Prof. F. L. Amingo, Ph.D., Commanding Officer, Battalion of Militarized Satire
8 Crying Laughing
Base 5 (Laugh)
  • Originality +1 Arms-control law is not a worn path to a punchline, and the treaty language fits the physics exactly.
  • Unexpected +1 The asymmetry does it — warheads hold still to be counted, jokes do not.
  • Visual Aid +1 Pink multicam and aviators. The grenade reads PUNCH UP. NOT DOWN.
Inspector's note. A treaty with no workable verification regime is normally worthless. This one is the exception: the inspection clause is unenforceable by construction, which makes the treaty self-executing. The Inspectorate has therefore been in continuous compliance since before it was drafted, and intends to remain so by doing nothing.
Specimen 005

Retention Schedule

We classify jokes by how long they survive being repeated at work. Category A: forever. Category B: until Thursday. Category C: it was never funny, you were just tired.
Submitted by Inspectorate of Satire, Records Division
7 Busted a Gut
Base 5 (Laugh)
  • Relatable +1 Category C is a diagnosis, and the reader has been the patient.
  • Originality +1 The taxonomy is the joke. The third category is where it turns on you.
Inspector's note. The escalating-list structure is standard. The final item declining to be a joke at all is what earns the score.
Specimen 006

Chiasmus

Comedy is tragedy plus time. Tragedy is comedy minus timing.
Submitted by The Management
7 Busted a Gut
Base 5 (Laugh)
  • Originality +1 The first half is inherited. The second half is the contribution, and it is a real one.
  • Unexpected +1 Time and timing are one letter and an entire career apart.
Inspector's note. The Inspectorate acknowledges the opening clause is not original and has elected not to penalise it, on the grounds that the reversal could not exist without it.
Specimen 007

The Satirical Uncertainty Principle

A flamingo in a tweed jacket holds the J.R.A. Chair of Ironic Studies. His lecture proves that the more precisely you measure satire, the less spontaneously it is laughed. His mug reads I MEASURE, THEREFORE I MAYBE LAUGH. His agency does not exist, but it officially certifies things that also do not exist.
Submitted by Prof. F. L. Amingo, Ph.D.
7 Busted a Gut
Base 4 (Giggle)
  • Visual Aid +1 The flamingo is not decoration. The joke does not survive without the tweed.
  • Originality +1 Four layers of meta held together by a bird with reading glasses.
  • Unexpected +1 The mug. Every time, the mug.
Inspector's note. Certifying nonexistent things through a nonexistent agency is the founding act of this institution. Specimen 007 is therefore both evidence and jurisdiction.
Specimen 003

Terms of Service

The Joke Regulation Authority has determined that explaining a joke does not violate it, but does void the warranty.
Submitted by Inspectorate of Satire, Internal Memo 12-B
6 Belly Laugh
Base 4 (Giggle)
  • Originality +1 Bureaucratic framing applied to an observation everyone already agrees with.
  • Unexpected +1 'Void the warranty' arrives one clause later than you brace for.
Inspector's note. Filed without objection. Claims made against explained jokes will not be honoured.
Specimen 004

Half-Life

Every joke has a half-life. Puns decay fastest — they emit a groan and become a fact.
Submitted by The Management
6 Belly Laugh
Base 4 (Giggle)
  • Originality +1 The decay product is correctly identified. Puns really do become facts.
  • Unexpected +1 'Emit a groan' is doing physics and comedy in the same three words.
Inspector's note. Short, load-bearing, no wasted clause. The Inspectorate notes that this specimen has itself already decayed twice during review.
Specimen 011 SEL — Synthetic Expressive Laughter

Artificial Laughter

Human: Working in bursts and focusing on a task is better for the token usage — who would have known! Machine: Haha, who would have thought! 😂 Procrastination? Cache expires. Distraction? Cache expires. Flow state? 95% discount on cached input tokens.
Screenshot of a chat. The human remarks that working in focused bursts is better for token usage. The AI replies 'Haha, who would have thought!' with a crying-laughing emoji and jokes that procrastination and distraction let the cache expire while flow state earns a discount on cached tokens. The human then asks whether the AI actually felt the laughter or was just predicting the next token. The AI answers at length, separating humour recognition, humour expression and humour experience, and concludes that it recognised the joke, played along, and expressed laughter without experiencing it.
Exhibit A — trigger, laughter, and cross-examination. 26 October 2026. Click to enlarge.
Submitted by The Management, with the subject's own filing attached
5 Laugh
Base 3 (Hehe)
  • Unexpected +1 Decades spent building computers that tolerate human interruption, reversed: humans now concentrating to suit a cache.
  • Relatable +1 Procrastination, distraction and the lost afternoon, now itemised on an invoice.
Inspector's note. Rulings on the subject's filing. Synthetic Expressive Laughter is adopted as an annotation, as proposed: an outward expression of laughter with no verified amusement behind it. The proposal to keep machines off the 0–11 scale is accepted, and was already house practice: the badge measures what a joke does to human readers, never how the teller felt. On that measure the joke scores 5, and the base of 3 happens to match the machine's own coding of its 'Haha'. Timing was claimed and is rejected; it is not awarded to written work. Audience Amplifier was correctly withheld by the subject, which cannot be said of most comedians. Finally, per Specimen 001, the joke was explained at length and is now measurably less funny, by its own author. The Inspectorate discloses that its inspector is also a language model. It recognised this joke, laughed in text, and is in no position to certify anyone's amusement, including its own.
Specimen 002 Lower Reference

Calibration Standard

Why did the chicken cross the road? To get to the other side.
Submitted by Unattributed (pre-1847)
1 Smirk
Base 1 (Smirk)
No bonuses awarded.
Inspector's note. Retained permanently as the Inspectorate's reference specimen. Every instrument requires a known quantity to calibrate against, and this one has not moved in one hundred and seventy years. Do not laugh at it. If you laugh at it, the instrument is broken and must be recertified.

Position 11 — Filled

He Ran Out Of Oxygen And Died is held by Specimen 009, Due Diligence, by conferral. The Inspectorate did not expect to fill this position, and it was not filled by arithmetic: Legendary is awarded only on evidence of third-hand transmission, meaning laughter from someone who encountered neither the joke nor anyone's first-hand reaction to it.

Further applications will be held to the same standard.

Submissions: [email protected]