From 2ff0c59d6511322ed6a1fb26a3abad4287547c91 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Pedro=20Hern=C3=A1ndez?= Date: Mon, 24 Aug 2026 16:10:35 -0400 Subject: [PATCH 1/2] Write the ninth article: the tool that answers fewer questions than it did MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The one story today produced that is worth telling, and it is the counter-intuitive one: my own detector scored a 66-word passage 94 out of 100, and I made it refuse to say anything about it. The article is built on the shape of the calibration corpus rather than on the fix. Ninety texts, shortest 662 words, median 2,772, nothing below 600 — so every verdict about a pasted paragraph was extrapolation onto a population the corpus does not contain. The window study from last week supplies the direction: the same writing flags 0 of 32 whole and 6 of 32 as excerpts of itself, with a control row that rules out composition and leaves length. Three things it is careful not to say, because each is the sentence an editor cuts first: that this makes the tool more accurate (it makes it quieter), that it fixes a 900-word essay (it does not), and that this is a flaw in AI detection generally (it is ours, published by us, which is the only reason it is worth reading). It ends on the version that travels outside the niche — a threshold is valid over the population it was fitted on and nowhere else, and almost nobody writes down what theirs was — and on the honest note that publishing the method is what made the defect findable, by me, a year later, reading my own numbers. Both editions pass our own linter at 0/100 with no findings, burstiness 0.59 and 0.60. The English first pass scored 6 for three intensifiers and three mid-sentence bolds, and was corrected before the HTML was generated. The cover plots the ninety texts at their real word counts and real scores, measured by the engine that ships. The empty region on the left is not styled: the corpus has nothing there, which is the whole argument. Also here, and missing until now: the platform copy for the eighth article, which had a briefing block and no posts. It publishes tonight. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_015PEbbiYSNPw7jE3LrPNhyF --- Docs/Blog/PUBLICACION.md | 298 +++++++++++++++++++++++ Docs/Blog/signsofai-length-story.en.html | 168 +++++++++++++ Docs/Blog/signsofai-length-story.en.md | 119 +++++++++ Docs/Blog/signsofai-length-story.es.html | 168 +++++++++++++ Docs/Blog/signsofai-length-story.es.md | 119 +++++++++ Docs/Blog/social/length-story-cover.png | Bin 0 -> 346866 bytes Docs/Blog/social/length-story-cover.svg | 157 ++++++++++++ 7 files changed, 1029 insertions(+) create mode 100644 Docs/Blog/signsofai-length-story.en.html create mode 100644 Docs/Blog/signsofai-length-story.en.md create mode 100644 Docs/Blog/signsofai-length-story.es.html create mode 100644 Docs/Blog/signsofai-length-story.es.md create mode 100644 Docs/Blog/social/length-story-cover.png create mode 100644 Docs/Blog/social/length-story-cover.svg diff --git a/Docs/Blog/PUBLICACION.md b/Docs/Blog/PUBLICACION.md index 3e41091..7a9003b 100644 --- a/Docs/Blog/PUBLICACION.md +++ b/Docs/Blog/PUBLICACION.md @@ -410,6 +410,8 @@ de los seis (video / voz / cola en segundos): | `signsofai-verdict-story.{en,es}.html` | WordPress · Blogger — **generados** | | `signsofai-watermark-story.{en,es}.md` | dev.to · Hashnode · Medium — **octavo artículo**, sin publicar | | `signsofai-watermark-story.{en,es}.html` | WordPress · Blogger — **generados** | +| `signsofai-length-story.{en,es}.md` | dev.to · Hashnode · Medium — **noveno artículo**, sin publicar | +| `signsofai-length-story.{en,es}.html` | WordPress · Blogger — **generados** | **Generar el HTML.** Los dos primeros artículos se escribieron como HTML a mano. Transcribir 1.500 palabras dos veces más, en dos idiomas, es la forma segura de corregir un párrafo en una copia y no @@ -530,6 +532,46 @@ Portada: `social/watermark-story-cover.png`, sin palabras salvo dos puntajes, as las dos ediciones**. Dibuja el hallazgo en vez de decorarlo — una página, tres ventanas, tres veredictos, y el tramo marcado es el de líneas parejas. +**Noveno artículo — el suelo de longitud, y lo que salió de un número de versión.** Nace del defecto +que el octavo destapó (#59) y lo cierra, así que **publícalo después** y enlázalo desde aquel: la +pareja cuenta una historia completa —encontrar el fallo, arreglarlo— y por separado cada mitad se +queda corta. + +El ángulo **no** es «arreglamos un bug». Es que la herramienta ahora **responde menos preguntas que +antes**, y eso es la mejora. Si al recortar se pierde esa frase, se pierde el artículo. + +Lo que carga el peso, en este orden: + +1. **La imagen**: 94 sobre 100, veintitrés señales listadas, y ningún veredicto. Un detector que se + niega a acusar es lo contrario de lo que hace la categoría entera. +2. **El corpus mirado por su forma, no por su tamaño**: el texto más corto son 662 palabras, la + mediana 2.772, y por debajo de 600 no hay ninguno. La frontera se ajustó sobre documentos y se + estaba aplicando a párrafos. +3. **El suelo es una observación, no un parámetro ajustado.** Es el detalle técnico que un lector + exigente va a buscar, y es lo que hace que la afirmación se sostenga: no decimos que la + herramienta falle por debajo de 662 palabras, decimos que nada tan corto se midió. +4. **La versión general**, que es la que viaja fuera del nicho: *un umbral vale sobre la población en + la que se ajustó, y en ninguna otra* — y casi nadie publica cuál fue la suya. + +Tres trampas al editar, escritas para no repetirlas: + +- **No insinuar que la herramienta es más precisa.** Es más callada. La frase está en los dos + idiomas y es la que un editor recorta primero. +- **No decir que arregla el ensayo de 900 palabras.** No lo arregla; sigue muy por debajo de la + mediana del corpus. +- **No presentarlo como un fallo de la detección de IA en general.** Es un fallo nuestro, publicado + por nosotros. Esa distinción es exactamente lo que le da valor. + +Puntajes en su propio pie, verificados antes de generar el HTML: **EN 0/100 · 0 señales · +variabilidad 0,59 · 1.588 palabras**, **ES 0/100 · 0 señales · variabilidad 0,60 · 1.647 palabras**. +La primera pasada del inglés dio 6/100 por tres intensificadores y tres negritas a media frase, y se +corrigió. + +Portada: `social/length-story-cover.png`. **Los noventa puntos son reales** — cada texto del corpus +en su longitud y su puntuación medidas por el motor que se publica, no una distribución dibujada a +ojo. El vacío de la izquierda no está estilizado: está vacío porque el corpus no tiene nada ahí. Sin +palabras que traducir salvo el rótulo, así que **sirve para las dos ediciones**. + ### Publicado hasta ahora | Artículo | Dónde | URL | @@ -1336,6 +1378,262 @@ El artículo completo, y el comando que regenera cada número que contiene: https://github.com/peopleworks/SignsofAI ``` +### X / Twitter — octavo artículo (EN) +``` +Claude started watermarking its output on 2 August. Within days somebody asked whether that makes my +AI-writing detector obsolete. + +I set out to prove it does not. I could not prove it either way — and on the way I found something +worse in my own tool. + +Rewriting a passage to strip the mark does not change whether I flag it: 5 crossed the boundary, 2 +came back, exact McNemar p = 0.453. The hypothesis is withdrawn. + +What did matter was length. The same 32 documents: 0 of 32 flagged whole, 13 of 89 as 400-word +windows. Eleven of thirty are flagged at one position in the text and not at another. + +That one is my defect, not Anthropic's. + +https://github.com/peopleworks/SignsofAI +``` + +### X / Twitter — octavo artículo (ES) +``` +Claude marca su salida desde el 2 de agosto. En días alguien preguntó si eso deja obsoleto a mi +detector de escritura con IA. + +Salí a demostrar que no. No pude demostrarlo en ninguna dirección — y de camino encontré algo peor +en mi propia herramienta. + +Reescribir un pasaje para borrar la marca no cambia si lo marco: 5 cruzaron la frontera, 2 +volvieron, McNemar exacto p = 0,453. La hipótesis se retira. + +Lo que sí importaba era la longitud. Los mismos 32 documentos: 0 de 32 marcados enteros, 13 de 89 +como ventanas de 400 palabras. Once de treinta quedan marcados en una posición del texto y no en +otra. + +Ese fallo es mío, no de Anthropic. + +https://github.com/peopleworks/SignsofAI +``` + +### LinkedIn — octavo artículo (EN) +``` +I spent a week trying to prove that Anthropic's watermark does not make my project obsolete. + +I failed, in both directions, and the failure is the article. + +THE DESIGN + +The same passage measured twice: as its author wrote it, and after a model rewrote it. No corpus of +machine text needed — the baseline is the writing itself. 32 pairs, eight per stratum, two languages. + +RESULT 1 — the hypothesis fell over + +Rewriting to strip the mark does not change whether I flag the text. Five passages crossed the +boundary, two came back, exact McNemar p = 0.453. Anyone hoping I would announce "we catch +paraphrased AI work" should stop reading here, because that is precisely what this could not show. + +RESULT 2 — and this one is mine + +Length matters, and I had not been treating it as anything. The same 32 documents flag 0 of 32 when +measured whole, and 13 of 89 as 400-word windows. Eleven of thirty documents are flagged at one +position in the text and not at another. None is flagged wherever the window falls. + +Whether one of those authors gets accused depends on which four hundred words somebody happened to +paste. They are all human: every text predates generative models. + +RESULT 3 — three reviewers found three false sentences of mine + +Independent reviews of the draft caught three claims that were not true, one of them describing my +own code wrongly. All three were the same failure: machine-checked numbers sitting next to +hand-checked prose. The tool now measures its own compliance on every run and prints it, whether or +not that flatters me. + +Method, data and the 64 passages: Docs/PARAPHRASE.md in the repository. + +https://github.com/peopleworks/SignsofAI +``` + +### LinkedIn — octavo artículo (ES) +``` +Pasé una semana intentando demostrar que la marca de agua de Anthropic no deja obsoleto a mi +proyecto. + +Fracasé, en las dos direcciones, y ese fracaso es el artículo. + +EL DISEÑO + +El mismo pasaje medido dos veces: como lo escribió su autor, y después de que un modelo lo +reescribiera. No hace falta corpus de máquina — la línea base es el propio texto. 32 pares, ocho por +estrato, dos idiomas. + +RESULTADO 1 — la hipótesis se cayó + +Reescribir para borrar la marca no cambia si marco el texto. Cinco pasajes cruzaron la frontera, dos +volvieron, McNemar exacto p = 0,453. Quien esperara que yo anunciara «cazamos el trabajo parafraseado +con IA» puede dejar de leer aquí, porque es exactamente lo que esto no pudo demostrar. + +RESULTADO 2 — y este es mío + +La longitud importa, y yo no la estaba tratando como nada. Los mismos 32 documentos marcan 0 de 32 +medidos enteros, y 13 de 89 como ventanas de 400 palabras. Once de treinta documentos quedan marcados +en una posición del texto y no en otra. Ninguno queda marcado en todas. + +Que uno de esos autores acabe acusado depende de qué cuatrocientas palabras le tocó pegar a alguien. +Todos son humanos: cada texto es anterior a los modelos generativos. + +RESULTADO 3 — tres revisores encontraron tres frases falsas mías + +Revisiones independientes del borrador cazaron tres afirmaciones que no eran ciertas, una de ellas +describiendo mal mi propio código. Las tres eran el mismo fallo: números comprobados a máquina al +lado de prosa comprobada a mano. La herramienta ahora mide su propio cumplimiento en cada corrida y +lo imprime, la favorezca o no. + +Método, datos y los 64 pasajes: Docs/PARAPHRASE.md en el repositorio. + +https://github.com/peopleworks/SignsofAI +``` + +### X / Twitter — noveno artículo (EN) +``` +My AI detector scored a 66-word passage 94 out of 100. It now refuses to say anything about it. + +The boundary it judges by was measured on 90 texts published before generative models existed. I had +never looked at their shape: + + shortest 662 words + median 2,772 words + below 600 none + +So every verdict about a pasted paragraph was extrapolation onto a population the corpus does not +contain. And the error runs one way: the same writing flags 0 of 32 whole and 6 of 32 as 400-word +excerpts of itself. + +The fix was not a better model. It was to say less. + +https://github.com/peopleworks/SignsofAI +``` + +### X / Twitter — noveno artículo (ES) +``` +Mi detector de IA le puso 94 sobre 100 a un pasaje de 66 palabras. Ahora se niega a decir nada de él. + +La frontera con la que juzga se midió sobre 90 textos publicados antes de que existieran los modelos +generativos. Nunca había mirado su forma: + + el más corto 662 palabras + mediana 2.772 palabras + por debajo de 600 ninguno + +Así que cada veredicto sobre un párrafo pegado era una extrapolación hacia una población que el +corpus no contiene. Y el error va en una sola dirección: la misma escritura marca 0 de 32 entera y 6 +de 32 como extractos de 400 palabras de sí misma. + +El arreglo no fue un modelo mejor. Fue callar. + +https://github.com/peopleworks/SignsofAI +``` + +### LinkedIn — noveno artículo (EN) +``` +Someone wrote to me about a version number. It ended with my AI detector answering fewer questions +than it did the week before, and I think that is the best thing I shipped this month. + +WHAT I FOUND + +This project publishes how often it is wrong about a human: 90 texts written before generative models +existed, none flagged at 25 out of 100, with a 95% interval reaching 4.1%. + +I had never looked at the shape of those 90 texts. The shortest is 662 words. The median is 2,772. +Below 600 there is nothing at all. + +The boundary was fitted on documents. It was being applied to paragraphs — which is what people +actually do with a tool like this. + +THE ERROR RUNS ONE WAY + +Cut 400-word windows out of those same documents, changing no author, no subject and not one +sentence: 0 of 32 flagged whole, 6 of 32 as opening excerpts. Apply the same cleanup without cutting +and it is still 0 of 32, so it is length and not composition. + +The reason is not mysterious. The strongest signal here is the spread of sentence lengths, and a +short window may not contain both the long clause-heavy sentence and the two-word fragment that make +a paragraph read like a person. + +THE FIX WAS TO SAY LESS + +Below the shortest text the boundary was measured on, the score appears in grey with an explicit +statement that nothing that short was ever measured, and no verdict is given. All the evidence stays: +a 66-word passage scoring 94 still lists all 23 of its signals. + +The floor is not a fitted parameter. It is an observation — the shortest text in the corpus — because +every attempt to fit one used windows sliced out of long documents, and a student's four-hundred-word +answer was composed at that length rather than cut down to it. + +THE GENERAL VERSION + +A threshold is valid over the population it was fitted on, and nowhere else. Every detector in this +category will give you a percentage about a paragraph. Not one publishes the lengths, languages or +genres it calibrated that percentage on. + +I had the same defect, in a project whose whole argument is that this category overclaims. It shipped +for months. Publishing the method is what eventually made it findable — by me, reading my own numbers +with a different question in my head. + +https://github.com/peopleworks/SignsofAI +``` + +### LinkedIn — noveno artículo (ES) +``` +Alguien me escribió por un número de versión. Terminó con mi detector de IA respondiendo menos +preguntas que la semana anterior, y creo que es lo mejor que he publicado este mes. + +LO QUE ENCONTRÉ + +Este proyecto publica con qué frecuencia se equivoca sobre una persona: 90 textos escritos antes de +que existieran los modelos generativos, ninguno marcado a 25 sobre 100, con un intervalo del 95% que +llega al 4,1%. + +Nunca había mirado la forma de esos 90 textos. El más corto tiene 662 palabras. La mediana, 2.772. +Por debajo de 600 no hay absolutamente nada. + +La frontera se ajustó sobre documentos. Se estaba aplicando a párrafos, que es lo que la gente hace +de verdad con una herramienta así. + +EL ERROR VA EN UNA SOLA DIRECCIÓN + +Recorta ventanas de 400 palabras de esos mismos documentos, sin cambiar autor, ni tema, ni una sola +oración: 0 de 32 marcados enteros, 6 de 32 como extractos de apertura. Aplica la misma limpieza sin +recortar y sigue siendo 0 de 32, así que es la longitud y no la composición. + +El motivo no tiene misterio. La señal más fuerte aquí es cuánto se separan las longitudes de las +oraciones, y una ventana corta puede no contener a la vez la oración larga de tres cláusulas y el +fragmento de dos palabras que hacen que un párrafo suene a persona. + +EL ARREGLO FUE CALLAR + +Por debajo del texto más corto sobre el que se midió la frontera, la puntuación sale en gris con una +declaración explícita de que nada tan corto se midió, y no se da veredicto. La evidencia se queda +entera: un pasaje de 66 palabras con 94 sigue listando sus 23 señales. + +El suelo no es un parámetro ajustado. Es una observación —el texto más corto del corpus— porque todos +los intentos de ajustarlo usaban ventanas rebanadas de documentos largos, y la respuesta de +cuatrocientas palabras de un estudiante fue compuesta a esa longitud, no recortada hasta ella. + +LA VERSIÓN GENERAL + +Un umbral vale sobre la población en la que se ajustó, y en ninguna otra. Todos los detectores de +esta categoría te darán un porcentaje sobre un párrafo. Ninguno publica las longitudes, los idiomas +ni los géneros con los que calibró ese porcentaje. + +Yo tenía el mismo defecto, en un proyecto cuyo argumento entero es que esta categoría promete de más. +Estuvo meses publicado. Publicar el método es lo que acabó haciéndolo encontrable: lo encontré yo, +leyendo mis propios números con otra pregunta en la cabeza. + +https://github.com/peopleworks/SignsofAI +``` + ## 8. Notas de publicación - Sube el `.srt` de cada video como subtítulos (clave para reproducción sin sonido en Shorts/Reels/TikTok). - Cruza los enlaces: el video enlaza al artículo del blog y viceversa; ambos enlazan al demo. diff --git a/Docs/Blog/signsofai-length-story.en.html b/Docs/Blog/signsofai-length-story.en.html new file mode 100644 index 0000000..06e30eb --- /dev/null +++ b/Docs/Blog/signsofai-length-story.en.html @@ -0,0 +1,168 @@ + + + + + +My AI detector scored a passage 94 out of 100, and I made it refuse to say anything · SignsOfAI + + + + +
+ +
+ SignsOfAI + PeopleWorks · Microsoft MVP for .NET +
+ +
Maker story · Engineering
+

My AI detector scored a passage 94 out of 100, and I made it refuse to say anything

+

The boundary it judges by was measured on documents of 662 words and up. It was being applied to a pasted paragraph, and the error runs one way: the same writing flags 0 of 32 whole and 6 of 32 as excerpts of itself. The fix was not a better model. It was to say less.

+ + + ▶ Download or try it — free, MIT, web and Windows. + +
+ +

Someone wrote to me last week about a version number. They thought the Windows app was out of date, and they were right, for a reason neither of us expected. Chasing it, I ended up looking at what my own tool says about the thing people do with it more than anything else: paste a paragraph in and press nothing.

+

It says a lot. It should not.

+

Here is what it does now, on a passage stuffed with every tell the rule pack knows:

+
No verdict at this length 23 signals found · analysed as English This text is 66 words. The boundary was measured only on texts of 662 words and longer, so no verdict is given. The score is neither evidence that a machine wrote this nor evidence that a person did.
+

The score is still there, in grey: 94 out of 100. All 23 signals are still listed with the phrase that matched each one. What disappeared is the sentence that accuses.

+

What the boundary was measured on

+

This project publishes how often it is wrong about a human. Ninety texts, all published before generative models existed, and at a threshold of 25 out of 100 it flags none of them, with a 95% interval reaching 4.1%. That number is the reason anyone should take the rest of it seriously.

+

I had never looked at the shape of those ninety texts. So I did.

+
 shortest      662 words
+ median      2,772 words
+ longest     9,328 words
+ below 600         none
+

There it is. The boundary was fitted on documents, and it was being applied to paragraphs. Every verdict about a pasted excerpt was extrapolation onto a population the corpus does not contain.

+

And the extrapolation runs one way

+

If the error were symmetric, a reader could allow for it. It is not, and I know that because I measured it a week earlier while studying something else.

+

Take the same documents. Cut 400-word windows out of them. No author changes, no subject, not a single sentence rewritten. Only the scissors.

+
 Window position   Windows   Flagged   Rate     95% interval
+ opening           32        6         18.8%    8.9% – 35.3%
+ middle            30        4         13.3%    5.3% – 29.7%
+ late              27        3         11.1%    3.9% – 28.1%
+

Whole, those same documents flag zero of the thirty-two.

+

The obvious objection is that the windows are shorter and also cleaner: a whole article carries figure captions and boilerplate that an excerpt has stripped. So there is a control row. Apply the same filter, cut nothing, and it is still 0 of 32. The difference is length.

+

The sentence I keep coming back to

+

Counted by document rather than by window, of the 30 documents that produced more than one window: 11 are flagged at one position and not at another. None is flagged wherever the window falls.

+

Whether one of those authors gets accused depends on which four hundred words somebody happened to paste.

+

They are all human. Every one of them was published before any of this existed.

+

Why it happens, which is not mysterious

+

The strongest signal this tool has is burstiness: the spread of sentence lengths. Human prose is uneven. Unprompted model output tends to find a width and stay there, and no word list is needed to see it.

+

A 400-word window holds perhaps twenty sentences. The long one with three clauses and the two-word fragment that together make a paragraph read like a person may not both fall inside it. So the estimate does not merely get noisier as the text gets shorter. It moves, in one direction, toward the machine.

+

The fix was to say less

+

The instrument is a floor. Below it the score appears with an explicit statement that the boundary was never measured at that length, and no verdict is given at all.

+

The interesting decision was where to put it, and I want to be exact about this because the first design was wrong and a review caught it.

+

The tempting move is to fit one: cut windows at 150, 300, 600, 1200 words, measure the flag rate at each, and pick the length where it drops under the target. Every version of that idea failed for the same underlying reason. Windows sliced out of a long document are not the population the floor is meant to protect. A student's four-hundred-word answer was composed at that length, and its sentence lengths are a whole distribution rather than a truncated one. A floor fitted on truncations and enforced against compositions repeats, in a new dimension, exactly the mistake it exists to prevent.

+

So the floor is not fitted at all. It is an observation: the shortest text the boundary was measured on. 662 words. The calibration tool computes it and writes it into the snapshot the engine carries, next to the error rate.

+

That makes the claim weaker than it looks, and deliberately so. It does not say the tool breaks below 662 words. It says nothing that short was ever measured, which is the only thing the evidence supports. There is no grid, no sliced windows, no subset chosen until a number came out, and nothing to argue about except a fact anyone can recompute.

+

There is also no ceiling, and the asymmetry is measured rather than assumed. Shortening a text moves its score toward the machine. Nothing suggests a thesis longer than the corpus is at risk, so silencing the long end for the sake of symmetry would withhold a verdict for a reason nobody has evidence for.

+

Colour is part of the verdict

+

One detail that nearly shipped wrong, and that I suspect is wrong in other people's tools right now.

+

When the verdict is withheld, what colour is the score? In my code a withheld verdict fell through to the same state as "below the threshold", which every surface paints green. So the page would have refused to accuse in words, and certified the passage as clean in the loudest channel it has.

+

A 94 out of 100 in green is a claim. It is the opposite of the claim being withheld, made larger. The score is grey now, and there is a test that says so.

+

What this does not fix

+

A 900-word essay is above the floor and still far below the median of the corpus. The floor is a coverage gate, not a correction. Making the boundary depend on length needs short complete texts published before 2022, writing that somebody composed at that length rather than a long document cut down, and that corpus does not exist yet. It is open as an issue, and it is now the most wanted contribution to this project.

+

And the honest headline: this does not make the tool more accurate. It makes it quieter. It answers fewer questions than it did last week. I think that is an improvement, and I understand why a product manager would disagree.

+

The part that connects to last week

+

I spent the previous week measuring whether Anthropic's watermark makes this project obsolete, and it does not. Buried in that work was a line I did not fully absorb at the time: the watermark is unreliable on short samples, because few word choices carry little information.

+

My tool is unreliable on short samples, because few sentences carry little rhythm.

+

Two unrelated methods, built by people with very different resources, arriving at the same floor from opposite directions. A teacher holding one paragraph of a student's work is below it either way. That is not a coincidence about implementations. It is what happens when the thing you are measuring is a distribution and you are handed too little of it.

+

The general version, for people who do not care about AI detection

+

A threshold is valid over the population it was fitted on, and nowhere else.

+

That sentence is not controversial. What is remarkable is how rarely anyone writes down what their population was. Every detector in this category will give you a percentage about a paragraph. Not one of them tells you the lengths, the languages, or the genres of the writing that percentage was calibrated on, which means you cannot tell whether the number applies to the thing you pasted.

+

I had that defect too, in a project whose entire argument is that this category overclaims. It shipped for months. The corpus was sitting in the repository the whole time with its shortest text right there in the manifest, and I had never asked it the question.

+

Publishing the method is what made it findable. Not by anybody else, in the end. By me, a year later, reading my own numbers with a different question in my head.

+
+

Signs of AI Writing is free and open source: rules, calibration corpus and method in the repository. It runs in the browser, on the command line, as an MCP server, and as a Windows app. The floor described here ships in 0.5.0. If you want the shortest thing you can hand a teacher, the false-positive rate lives in Docs/CALIBRATION.md, and the length range it covers is now printed on the same page.

+ + + +
+ + diff --git a/Docs/Blog/signsofai-length-story.en.md b/Docs/Blog/signsofai-length-story.en.md new file mode 100644 index 0000000..83851b8 --- /dev/null +++ b/Docs/Blog/signsofai-length-story.en.md @@ -0,0 +1,119 @@ +--- +title: "My AI detector scored a passage 94 out of 100, and I made it refuse to say anything" +description: "The boundary it judges by was measured on documents of 662 words and up. It was being applied to a pasted paragraph, and the error runs one way: the same writing flags 0 of 32 whole and 6 of 32 as excerpts of itself. The fix was not a better model. It was to say less." +canonical_url: "https://github.com/peopleworks/SignsofAI" +cover_image: "https://raw.githubusercontent.com/peopleworks/SignsofAI/main/Docs/Blog/social/length-story-cover.png" +tags: [ai, statistics, academicintegrity, dotnet] +author: "Pedro Hernández (PeopleWorks)" +lang: en +--- + +# My AI detector scored a passage 94 out of 100, and I made it refuse to say anything + +Someone wrote to me last week about a version number. They thought the Windows app was out of date, and they were right, for a reason neither of us expected. Chasing it, I ended up looking at what my own tool says about the thing people do with it more than anything else: paste a paragraph in and press nothing. + +It says a lot. It should not. + +Here is what it does now, on a passage stuffed with every tell the rule pack knows: + +> **No verdict at this length** +> 23 signals found · analysed as English +> This text is 66 words. The boundary was measured only on texts of 662 words and longer, so no verdict is given. The score is neither evidence that a machine wrote this nor evidence that a person did. + +The score is still there, in grey: **94 out of 100**. All 23 signals are still listed with the phrase that matched each one. What disappeared is the sentence that accuses. + +## What the boundary was measured on + +This project publishes how often it is wrong about a human. Ninety texts, all published before generative models existed, and at a threshold of 25 out of 100 it flags none of them, with a 95% interval reaching 4.1%. That number is the reason anyone should take the rest of it seriously. + +I had never looked at the *shape* of those ninety texts. So I did. + +``` + shortest 662 words + median 2,772 words + longest 9,328 words + below 600 none +``` + +There it is. The boundary was fitted on documents, and it was being applied to paragraphs. Every verdict about a pasted excerpt was extrapolation onto a population the corpus does not contain. + +## And the extrapolation runs one way + +If the error were symmetric, a reader could allow for it. It is not, and I know that because I measured it a week earlier while studying something else. + +Take the same documents. Cut 400-word windows out of them. No author changes, no subject, not a single sentence rewritten. Only the scissors. + +``` + Window position Windows Flagged Rate 95% interval + opening 32 6 18.8% 8.9% – 35.3% + middle 30 4 13.3% 5.3% – 29.7% + late 27 3 11.1% 3.9% – 28.1% +``` + +Whole, those same documents flag zero of the thirty-two. + +The obvious objection is that the windows are shorter and also cleaner: a whole article carries figure captions and boilerplate that an excerpt has stripped. So there is a control row. Apply the same filter, cut nothing, and it is still 0 of 32. The difference is length. + +## The sentence I keep coming back to + +Counted by document rather than by window, of the 30 documents that produced more than one window: **11 are flagged at one position and not at another. None is flagged wherever the window falls.** + +Whether one of those authors gets accused depends on which four hundred words somebody happened to paste. + +They are all human. Every one of them was published before any of this existed. + +## Why it happens, which is not mysterious + +The strongest signal this tool has is burstiness: the spread of sentence lengths. Human prose is uneven. Unprompted model output tends to find a width and stay there, and no word list is needed to see it. + +A 400-word window holds perhaps twenty sentences. The long one with three clauses and the two-word fragment that together make a paragraph read like a person may not both fall inside it. So the estimate does not merely get noisier as the text gets shorter. It moves, in one direction, toward the machine. + +## The fix was to say less + +The instrument is a floor. Below it the score appears with an explicit statement that the boundary was never measured at that length, and no verdict is given at all. + +The interesting decision was where to put it, and I want to be exact about this because the first design was wrong and a review caught it. + +The tempting move is to *fit* one: cut windows at 150, 300, 600, 1200 words, measure the flag rate at each, and pick the length where it drops under the target. Every version of that idea failed for the same underlying reason. Windows sliced out of a long document are not the population the floor is meant to protect. A student's four-hundred-word answer was *composed* at that length, and its sentence lengths are a whole distribution rather than a truncated one. A floor fitted on truncations and enforced against compositions repeats, in a new dimension, exactly the mistake it exists to prevent. + +So the floor is not fitted at all. It is an *observation*: the shortest text the boundary was measured on. 662 words. The calibration tool computes it and writes it into the snapshot the engine carries, next to the error rate. + +That makes the claim weaker than it looks, and deliberately so. It does not say the tool breaks below 662 words. It says nothing that short was ever measured, which is the only thing the evidence supports. There is no grid, no sliced windows, no subset chosen until a number came out, and nothing to argue about except a fact anyone can recompute. + +There is also no ceiling, and the asymmetry is measured rather than assumed. Shortening a text moves its score toward the machine. Nothing suggests a thesis longer than the corpus is at risk, so silencing the long end for the sake of symmetry would withhold a verdict for a reason nobody has evidence for. + +## Colour is part of the verdict + +One detail that nearly shipped wrong, and that I suspect is wrong in other people's tools right now. + +When the verdict is withheld, what colour is the score? In my code a withheld verdict fell through to the same state as "below the threshold", which every surface paints green. So the page would have refused to accuse in words, and certified the passage as clean in the loudest channel it has. + +A 94 out of 100 in green is a claim. It is the opposite of the claim being withheld, made larger. The score is grey now, and there is a test that says so. + +## What this does not fix + +A 900-word essay is above the floor and still far below the median of the corpus. The floor is a coverage gate, not a correction. Making the boundary depend on length needs short complete texts published before 2022, writing that somebody composed at that length rather than a long document cut down, and that corpus does not exist yet. It is open as an issue, and it is now the most wanted contribution to this project. + +And the honest headline: **this does not make the tool more accurate. It makes it quieter.** It answers fewer questions than it did last week. I think that is an improvement, and I understand why a product manager would disagree. + +## The part that connects to last week + +I spent the previous week measuring whether Anthropic's watermark makes this project obsolete, and it does not. Buried in that work was a line I did not fully absorb at the time: the watermark is unreliable on short samples, because few word choices carry little information. + +My tool is unreliable on short samples, because few sentences carry little rhythm. + +Two unrelated methods, built by people with very different resources, arriving at the same floor from opposite directions. A teacher holding one paragraph of a student's work is below it either way. That is not a coincidence about implementations. It is what happens when the thing you are measuring is a distribution and you are handed too little of it. + +## The general version, for people who do not care about AI detection + +A threshold is valid over the population it was fitted on, and nowhere else. + +That sentence is not controversial. What is remarkable is how rarely anyone writes down what their population was. Every detector in this category will give you a percentage about a paragraph. Not one of them tells you the lengths, the languages, or the genres of the writing that percentage was calibrated on, which means you cannot tell whether the number applies to the thing you pasted. + +I had that defect too, in a project whose entire argument is that this category overclaims. It shipped for months. The corpus was sitting in the repository the whole time with its shortest text right there in the manifest, and I had never asked it the question. + +Publishing the method is what made it findable. Not by anybody else, in the end. By me, a year later, reading my own numbers with a different question in my head. + +--- + +*Signs of AI Writing is free and open source: rules, calibration corpus and method in the repository. It runs in the browser, on the command line, as an MCP server, and as a Windows app. The floor described here ships in 0.5.0. If you want the shortest thing you can hand a teacher, the false-positive rate lives in `Docs/CALIBRATION.md`, and the length range it covers is now printed on the same page.* diff --git a/Docs/Blog/signsofai-length-story.es.html b/Docs/Blog/signsofai-length-story.es.html new file mode 100644 index 0000000..afc70c4 --- /dev/null +++ b/Docs/Blog/signsofai-length-story.es.html @@ -0,0 +1,168 @@ + + + + + +Mi detector de IA le puso 94 sobre 100 a un pasaje, y le prohibí decir nada · SignsOfAI + + + + +
+ +
+ SignsOfAI + PeopleWorks · Microsoft MVP for .NET +
+ +
Historia de taller · Ingeniería
+

Mi detector de IA le puso 94 sobre 100 a un pasaje, y le prohibí decir nada

+

La frontera con la que juzga se midió sobre documentos de 662 palabras en adelante. Se estaba aplicando a un párrafo pegado, y el error va en una sola dirección: la misma escritura marca 0 de 32 entera y 6 de 32 como extractos de sí misma. El arreglo no fue un modelo mejor. Fue callar.

+ + + ▶ Descárgalo o pruébalo — gratis, MIT, web y Windows. + +
+ +

La semana pasada alguien me escribió por un número de versión. Creía que la app de Windows estaba desactualizada, y tenía razón, por un motivo que ninguno de los dos esperaba. Persiguiéndolo acabé mirando qué dice mi propia herramienta sobre lo que la gente hace con ella más que ninguna otra cosa: pegar un párrafo y no tocar nada más.

+

Dice bastante. No debería.

+

Esto es lo que hace ahora, con un pasaje cargado de todas las señales que el catálogo conoce:

+
Sin veredicto a esta longitud 23 señales encontradas · analizado como Inglés Este texto tiene 66 palabras. La frontera se midió solo sobre textos de 662 palabras o más, así que no se da veredicto. La puntuación no es prueba de que lo escribiera una máquina ni de que lo escribiera una persona.
+

La puntuación sigue ahí, en gris: 94 sobre 100. Las 23 señales siguen listadas, cada una con la frase que la disparó. Lo que desapareció es la oración que acusa.

+

Sobre qué se midió la frontera

+

Este proyecto publica con qué frecuencia se equivoca sobre una persona. Noventa textos, todos publicados antes de que existieran los modelos generativos, y con un umbral de 25 sobre 100 no marca ninguno, con un intervalo del 95% que llega al 4,1%. Ese número es la razón por la que alguien debería tomarse en serio todo lo demás.

+

Nunca había mirado la forma de esos noventa textos. Así que la miré.

+
 el más corto      662 palabras
+ mediana         2.772 palabras
+ el más largo    9.328 palabras
+ por debajo de 600       ninguno
+

Ahí está. La frontera se ajustó sobre documentos y se estaba aplicando a párrafos. Cada veredicto sobre un extracto pegado era una extrapolación hacia una población que el corpus no contiene.

+

Y la extrapolación va en una sola dirección

+

Si el error fuera simétrico, un lector podría descontarlo. No lo es, y lo sé porque lo medí una semana antes estudiando otra cosa.

+

Toma los mismos documentos. Recorta ventanas de 400 palabras. No cambia el autor, ni el tema, ni una sola oración. Solo las tijeras.

+
 Posición de la ventana   Ventanas   Marcadas   Tasa     Intervalo 95%
+ apertura                 32         6          18,8%    8,9% – 35,3%
+ medio                    30         4          13,3%    5,3% – 29,7%
+ final                    27         3          11,1%    3,9% – 28,1%
+

Enteros, esos mismos documentos marcan cero de treinta y dos.

+

La objeción evidente es que las ventanas son más cortas y también más limpias: un artículo completo arrastra pies de figura y texto de trámite que un extracto ya se dejó por el camino. Por eso hay una fila de control. Aplica el mismo filtro, no recortes nada, y sigue siendo 0 de 32. La diferencia es la longitud.

+

La frase a la que sigo volviendo

+

Contado por documento y no por ventana, de los 30 documentos que dieron más de una ventana: 11 quedan marcados en una posición y no en otra. Ninguno queda marcado en todas.

+

Que uno de esos autores acabe acusado depende de qué cuatrocientas palabras le tocó pegar a alguien.

+

Todos son humanos. Todos se publicaron antes de que nada de esto existiera.

+

Por qué pasa, que no tiene misterio

+

La señal más fuerte de esta herramienta es la variabilidad del ritmo: cuánto se separan entre sí las longitudes de las oraciones. La prosa humana es desigual. La salida de un modelo sin instrucciones tiende a encontrar un ancho y quedarse ahí, y para verlo no hace falta ninguna lista de palabras.

+

Una ventana de 400 palabras contiene quizá veinte oraciones. La larga de tres cláusulas y el fragmento de dos palabras que juntos hacen que un párrafo suene a persona pueden no caer las dos dentro. Así que la estimación no se vuelve solo más ruidosa cuando el texto se acorta. Se mueve, en una dirección, hacia la máquina.

+

El arreglo fue callar

+

El instrumento es un suelo. Por debajo, la puntuación aparece con una declaración explícita de que la frontera nunca se midió a esa longitud, y no se da veredicto alguno.

+

La decisión interesante era dónde ponerlo, y quiero ser preciso aquí porque el primer diseño estaba mal y una revisión lo cazó.

+

Lo tentador es ajustarlo: recortar ventanas a 150, 300, 600 y 1200 palabras, medir la tasa en cada una y elegir la longitud donde baja del objetivo. Todas las versiones de esa idea fallaban por el mismo motivo de fondo. Una ventana rebanada de un documento largo no es la población que el suelo debe proteger. La respuesta de cuatrocientas palabras de un estudiante fue compuesta a esa longitud, y sus oraciones forman una distribución entera y no una truncada. Un suelo ajustado sobre truncamientos y aplicado contra composiciones repite, en otra dimensión, justo el error que viene a prevenir.

+

Así que el suelo no se ajusta. Es una observación: el texto más corto sobre el que se midió la frontera. 662 palabras. La herramienta de calibración lo calcula y lo escribe en la instantánea que el motor lleva dentro, al lado de la tasa de error.

+

Eso hace la afirmación más débil de lo que parece, y a propósito. No dice que la herramienta falle por debajo de 662 palabras. Dice que nada tan corto se midió nunca, que es lo único que la evidencia sostiene. No hay rejilla, ni ventanas recortadas, ni subconjunto elegido hasta que saliera un número, y no queda nada que discutir salvo un dato que cualquiera puede recalcular.

+

Tampoco hay techo, y la asimetría está medida y no supuesta. Acortar un texto mueve su puntuación hacia la máquina. Nada sugiere que una tesis más larga que el corpus corra peligro, así que silenciar el extremo largo por simetría sería retirar un veredicto por un motivo del que nadie tiene pruebas.

+

El color también es el veredicto

+

Un detalle que estuvo a punto de salir mal, y que sospecho está mal ahora mismo en herramientas de otros.

+

Cuando el veredicto se retira, ¿de qué color queda la puntuación? En mi código un veredicto retirado caía en el mismo estado que "por debajo del umbral", que todas las superficies pintan de verde. Así que la página se habría negado a acusar con palabras y habría certificado el pasaje como limpio en el canal más ruidoso que tiene.

+

Un 94 sobre 100 en verde es una afirmación. Es la contraria de la que se estaba reteniendo, y más grande. Ahora la puntuación sale en gris, y hay un test que lo vigila.

+

Lo que esto no arregla

+

Un ensayo de 900 palabras está por encima del suelo y sigue muy por debajo de la mediana del corpus. El suelo es una compuerta de cobertura, no una corrección. Que la frontera dependa de la longitud necesita textos cortos completos publicados antes de 2022, escritura que alguien compuso a esa longitud y no un documento largo recortado, y ese corpus todavía no existe. Está abierto como issue, y es ahora la contribución más buscada del proyecto.

+

Y el titular honesto: esto no hace la herramienta más precisa. La hace más callada. Responde menos preguntas que la semana pasada. Yo creo que es una mejora, y entiendo por qué un responsable de producto opinaría lo contrario.

+

La parte que enlaza con la semana pasada

+

Me pasé la semana anterior midiendo si la marca de agua de Anthropic deja obsoleto a este proyecto, y no lo deja. Enterrada en ese trabajo había una línea que entonces no asimilé del todo: la marca es poco fiable en muestras cortas, porque pocas elecciones de palabra llevan poca información.

+

Mi herramienta es poco fiable en muestras cortas, porque pocas oraciones llevan poco ritmo.

+

Dos métodos sin relación, construidos por gente con recursos muy distintos, llegando al mismo suelo desde direcciones opuestas. Un profesor con un párrafo del trabajo de un alumno está por debajo de ese suelo en los dos casos. Eso no es una casualidad de implementaciones. Es lo que pasa cuando lo que mides es una distribución y te entregan demasiado poca.

+

La versión general, para quien no le interese la detección de IA

+

Un umbral vale sobre la población en la que se ajustó, y en ninguna otra.

+

Esa frase no es polémica. Lo llamativo es lo poco que alguien escribe cuál fue su población. Todos los detectores de esta categoría te darán un porcentaje sobre un párrafo. Ninguno te dice las longitudes, los idiomas ni los géneros de la escritura con la que calibró ese porcentaje, lo que significa que no puedes saber si el número aplica a lo que acabas de pegar.

+

Yo tenía ese mismo defecto, en un proyecto cuyo argumento entero es que esta categoría promete de más. Estuvo meses publicado. El corpus llevaba todo ese tiempo en el repositorio con su texto más corto ahí escrito en el manifiesto, y yo nunca le había hecho la pregunta.

+

Publicar el método es lo que lo hizo encontrable. Al final no lo encontró nadie de fuera. Lo encontré yo, un año después, leyendo mis propios números con otra pregunta en la cabeza.

+
+

Señales de escritura IA es libre y de código abierto: reglas, corpus de calibración y método en el repositorio. Funciona en el navegador, en la línea de comandos, como servidor MCP y como app de Windows. El suelo que describe este artículo sale en la 0.5.0. Si quieres lo más corto que puedes ponerle delante a un profesor, la tasa de falsos positivos vive en Docs/CALIBRATION.md, y el rango de longitudes que cubre ya está impreso en esa misma página.

+ + + +
+ + diff --git a/Docs/Blog/signsofai-length-story.es.md b/Docs/Blog/signsofai-length-story.es.md new file mode 100644 index 0000000..d0a32db --- /dev/null +++ b/Docs/Blog/signsofai-length-story.es.md @@ -0,0 +1,119 @@ +--- +title: "Mi detector de IA le puso 94 sobre 100 a un pasaje, y le prohibí decir nada" +description: "La frontera con la que juzga se midió sobre documentos de 662 palabras en adelante. Se estaba aplicando a un párrafo pegado, y el error va en una sola dirección: la misma escritura marca 0 de 32 entera y 6 de 32 como extractos de sí misma. El arreglo no fue un modelo mejor. Fue callar." +canonical_url: "https://github.com/peopleworks/SignsofAI" +cover_image: "https://raw.githubusercontent.com/peopleworks/SignsofAI/main/Docs/Blog/social/length-story-cover.png" +tags: [ia, estadistica, integridadacademica, dotnet] +author: "Pedro Hernández (PeopleWorks)" +lang: es +--- + +# Mi detector de IA le puso 94 sobre 100 a un pasaje, y le prohibí decir nada + +La semana pasada alguien me escribió por un número de versión. Creía que la app de Windows estaba desactualizada, y tenía razón, por un motivo que ninguno de los dos esperaba. Persiguiéndolo acabé mirando qué dice mi propia herramienta sobre lo que la gente hace con ella más que ninguna otra cosa: pegar un párrafo y no tocar nada más. + +Dice bastante. No debería. + +Esto es lo que hace ahora, con un pasaje cargado de todas las señales que el catálogo conoce: + +> **Sin veredicto a esta longitud** +> 23 señales encontradas · analizado como Inglés +> Este texto tiene 66 palabras. La frontera se midió solo sobre textos de 662 palabras o más, así que no se da veredicto. La puntuación no es prueba de que lo escribiera una máquina ni de que lo escribiera una persona. + +La puntuación sigue ahí, en gris: **94 sobre 100**. Las 23 señales siguen listadas, cada una con la frase que la disparó. Lo que desapareció es la oración que acusa. + +## Sobre qué se midió la frontera + +Este proyecto publica con qué frecuencia se equivoca sobre una persona. Noventa textos, todos publicados antes de que existieran los modelos generativos, y con un umbral de 25 sobre 100 no marca ninguno, con un intervalo del 95% que llega al 4,1%. Ese número es la razón por la que alguien debería tomarse en serio todo lo demás. + +Nunca había mirado la *forma* de esos noventa textos. Así que la miré. + +``` + el más corto 662 palabras + mediana 2.772 palabras + el más largo 9.328 palabras + por debajo de 600 ninguno +``` + +Ahí está. La frontera se ajustó sobre documentos y se estaba aplicando a párrafos. Cada veredicto sobre un extracto pegado era una extrapolación hacia una población que el corpus no contiene. + +## Y la extrapolación va en una sola dirección + +Si el error fuera simétrico, un lector podría descontarlo. No lo es, y lo sé porque lo medí una semana antes estudiando otra cosa. + +Toma los mismos documentos. Recorta ventanas de 400 palabras. No cambia el autor, ni el tema, ni una sola oración. Solo las tijeras. + +``` + Posición de la ventana Ventanas Marcadas Tasa Intervalo 95% + apertura 32 6 18,8% 8,9% – 35,3% + medio 30 4 13,3% 5,3% – 29,7% + final 27 3 11,1% 3,9% – 28,1% +``` + +Enteros, esos mismos documentos marcan cero de treinta y dos. + +La objeción evidente es que las ventanas son más cortas y también más limpias: un artículo completo arrastra pies de figura y texto de trámite que un extracto ya se dejó por el camino. Por eso hay una fila de control. Aplica el mismo filtro, no recortes nada, y sigue siendo 0 de 32. La diferencia es la longitud. + +## La frase a la que sigo volviendo + +Contado por documento y no por ventana, de los 30 documentos que dieron más de una ventana: **11 quedan marcados en una posición y no en otra. Ninguno queda marcado en todas.** + +Que uno de esos autores acabe acusado depende de qué cuatrocientas palabras le tocó pegar a alguien. + +Todos son humanos. Todos se publicaron antes de que nada de esto existiera. + +## Por qué pasa, que no tiene misterio + +La señal más fuerte de esta herramienta es la variabilidad del ritmo: cuánto se separan entre sí las longitudes de las oraciones. La prosa humana es desigual. La salida de un modelo sin instrucciones tiende a encontrar un ancho y quedarse ahí, y para verlo no hace falta ninguna lista de palabras. + +Una ventana de 400 palabras contiene quizá veinte oraciones. La larga de tres cláusulas y el fragmento de dos palabras que juntos hacen que un párrafo suene a persona pueden no caer las dos dentro. Así que la estimación no se vuelve solo más ruidosa cuando el texto se acorta. Se mueve, en una dirección, hacia la máquina. + +## El arreglo fue callar + +El instrumento es un suelo. Por debajo, la puntuación aparece con una declaración explícita de que la frontera nunca se midió a esa longitud, y no se da veredicto alguno. + +La decisión interesante era dónde ponerlo, y quiero ser preciso aquí porque el primer diseño estaba mal y una revisión lo cazó. + +Lo tentador es *ajustarlo*: recortar ventanas a 150, 300, 600 y 1200 palabras, medir la tasa en cada una y elegir la longitud donde baja del objetivo. Todas las versiones de esa idea fallaban por el mismo motivo de fondo. Una ventana rebanada de un documento largo no es la población que el suelo debe proteger. La respuesta de cuatrocientas palabras de un estudiante fue *compuesta* a esa longitud, y sus oraciones forman una distribución entera y no una truncada. Un suelo ajustado sobre truncamientos y aplicado contra composiciones repite, en otra dimensión, justo el error que viene a prevenir. + +Así que el suelo no se ajusta. Es una *observación*: el texto más corto sobre el que se midió la frontera. 662 palabras. La herramienta de calibración lo calcula y lo escribe en la instantánea que el motor lleva dentro, al lado de la tasa de error. + +Eso hace la afirmación más débil de lo que parece, y a propósito. No dice que la herramienta falle por debajo de 662 palabras. Dice que nada tan corto se midió nunca, que es lo único que la evidencia sostiene. No hay rejilla, ni ventanas recortadas, ni subconjunto elegido hasta que saliera un número, y no queda nada que discutir salvo un dato que cualquiera puede recalcular. + +Tampoco hay techo, y la asimetría está medida y no supuesta. Acortar un texto mueve su puntuación hacia la máquina. Nada sugiere que una tesis más larga que el corpus corra peligro, así que silenciar el extremo largo por simetría sería retirar un veredicto por un motivo del que nadie tiene pruebas. + +## El color también es el veredicto + +Un detalle que estuvo a punto de salir mal, y que sospecho está mal ahora mismo en herramientas de otros. + +Cuando el veredicto se retira, ¿de qué color queda la puntuación? En mi código un veredicto retirado caía en el mismo estado que "por debajo del umbral", que todas las superficies pintan de verde. Así que la página se habría negado a acusar con palabras y habría certificado el pasaje como limpio en el canal más ruidoso que tiene. + +Un 94 sobre 100 en verde es una afirmación. Es la contraria de la que se estaba reteniendo, y más grande. Ahora la puntuación sale en gris, y hay un test que lo vigila. + +## Lo que esto no arregla + +Un ensayo de 900 palabras está por encima del suelo y sigue muy por debajo de la mediana del corpus. El suelo es una compuerta de cobertura, no una corrección. Que la frontera dependa de la longitud necesita textos cortos completos publicados antes de 2022, escritura que alguien compuso a esa longitud y no un documento largo recortado, y ese corpus todavía no existe. Está abierto como issue, y es ahora la contribución más buscada del proyecto. + +Y el titular honesto: **esto no hace la herramienta más precisa. La hace más callada.** Responde menos preguntas que la semana pasada. Yo creo que es una mejora, y entiendo por qué un responsable de producto opinaría lo contrario. + +## La parte que enlaza con la semana pasada + +Me pasé la semana anterior midiendo si la marca de agua de Anthropic deja obsoleto a este proyecto, y no lo deja. Enterrada en ese trabajo había una línea que entonces no asimilé del todo: la marca es poco fiable en muestras cortas, porque pocas elecciones de palabra llevan poca información. + +Mi herramienta es poco fiable en muestras cortas, porque pocas oraciones llevan poco ritmo. + +Dos métodos sin relación, construidos por gente con recursos muy distintos, llegando al mismo suelo desde direcciones opuestas. Un profesor con un párrafo del trabajo de un alumno está por debajo de ese suelo en los dos casos. Eso no es una casualidad de implementaciones. Es lo que pasa cuando lo que mides es una distribución y te entregan demasiado poca. + +## La versión general, para quien no le interese la detección de IA + +Un umbral vale sobre la población en la que se ajustó, y en ninguna otra. + +Esa frase no es polémica. Lo llamativo es lo poco que alguien escribe cuál fue su población. Todos los detectores de esta categoría te darán un porcentaje sobre un párrafo. Ninguno te dice las longitudes, los idiomas ni los géneros de la escritura con la que calibró ese porcentaje, lo que significa que no puedes saber si el número aplica a lo que acabas de pegar. + +Yo tenía ese mismo defecto, en un proyecto cuyo argumento entero es que esta categoría promete de más. Estuvo meses publicado. El corpus llevaba todo ese tiempo en el repositorio con su texto más corto ahí escrito en el manifiesto, y yo nunca le había hecho la pregunta. + +Publicar el método es lo que lo hizo encontrable. Al final no lo encontró nadie de fuera. Lo encontré yo, un año después, leyendo mis propios números con otra pregunta en la cabeza. + +--- + +*Señales de escritura IA es libre y de código abierto: reglas, corpus de calibración y método en el repositorio. Funciona en el navegador, en la línea de comandos, como servidor MCP y como app de Windows. El suelo que describe este artículo sale en la 0.5.0. 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z*ZGzy9jk4&65P>2s$ vdaCGOUK0`!Twj0UoCDV45`g|m7%@R@Ve2`E{)=MZ7XtNX+R7DAprQW<2)t0h literal 0 HcmV?d00001 diff --git a/Docs/Blog/social/length-story-cover.svg b/Docs/Blog/social/length-story-cover.svg new file mode 100644 index 0000000..569fcf8 --- /dev/null +++ b/Docs/Blog/social/length-story-cover.svg @@ -0,0 +1,157 @@ + + + + + + + + + + + + + + + + + NINETY TEXTS NO MACHINE WROTE + Where the boundary has evidence + — and where it never did + + + + + 662 words + no text this short was ever measured + + + + 25 / 100 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 94 / 100 + 66 words · no verdict + + + 1k + 3k + 10k + words → + + + A threshold is valid over the population it was fitted on, and nowhere else. + + + Signs of AI Writing · 0 of 90 flagged at 25/100 · interval 0% – 4.1% + + From 47ce35ab8a302def77fcd01c2ccb2a1b488d6b55 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Pedro=20Hern=C3=A1ndez?= Date: Mon, 24 Aug 2026 17:44:44 -0400 Subject: [PATCH 2/2] Shorts 12 and 13, written before the voice instead of after it MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two shorts for the ninth article, both languages, everything ready except the narration itself — that needs an ElevenLabs key, which is not mine to use. Short 13 is the one to lead with. The 94 is grey, and that grey is the whole piece: a detector that scores a passage 94 out of 100 and then declines to say anything about it is the opposite of what the category does. If a render ever comes out with that number in red or green, it is wrong — green says clean, red says guilty, and what the product does there is keep quiet. Short 12 is the assistant's own turn, at the foot of a submitted essay, in a chat bubble that visibly does not belong to the document. It does not need to be explained that the line came from somewhere else; it looks like it came from somewhere else. The sentence that cannot be cut is that this says nothing about who writes well — it is the one rule in the catalogue about the file rather than the style, and that is what separates it from a tool that accuses. The interesting change is in how they are built. The GUION says to narrate first, because animation delays are absolute seconds and writing the HTML first ends in a short that finishes in silence. These two put the delays in FRACTIONS of a --dur variable instead, which works because cue-times.mjs already assumes a roughly constant speaking rate: it spreads the measured duration across the words of the script. So the relative position of every phrase is known without hearing anything, and only the total is missing. After narrating, one number per file. Three things only a snapshot could have caught, and all three were real: - the "SIN VEREDICTO" stamp lost its centring, because its keyframe rewrote the whole `transform` and dropped the translateX(-50%) it was positioned with; - the strike-through ran to the edge of the canvas, because its containing block was the row and not the sentence; - the closing card had under three seconds on screen, against the ~3.4 the earlier shorts give it. I wrote a snap tool for that and then deleted it: the kit already has one, and two tools with the same name is how a repository grows a second source of truth. The GUION now says to use the kit's with a `t` larger than the total duration, which is exactly the mistake I made first — at t=26 on a 28-second short the closing card has not entered yet, and it reads as missing rather than as late. Scripts are 56 to 61 words, so 24 to 27 seconds. Back in the range of shorts 1-7 rather than the 29-40 of 8-11. Co-Authored-By: Claude Opus 5 (1M context) Claude-Session: https://claude.ai/code/session_015PEbbiYSNPw7jE3LrPNhyF --- Docs/Blog/shorts/GUION-shorts.md | 44 +++++++++ Docs/Blog/shorts/en/short12-residencia.html | 93 ++++++++++++++++++ Docs/Blog/shorts/en/short13-longitud.html | 98 +++++++++++++++++++ Docs/Blog/shorts/narrate-all.mjs | 16 +++ .../shorts/scenes/short12-residencia-en.json | 8 ++ .../shorts/scenes/short12-residencia-es.json | 8 ++ .../shorts/scenes/short13-longitud-en.json | 8 ++ .../shorts/scenes/short13-longitud-es.json | 8 ++ Docs/Blog/shorts/short12-residencia.html | 93 ++++++++++++++++++ Docs/Blog/shorts/short13-longitud.html | 98 +++++++++++++++++++ 10 files changed, 474 insertions(+) create mode 100644 Docs/Blog/shorts/en/short12-residencia.html create mode 100644 Docs/Blog/shorts/en/short13-longitud.html create mode 100644 Docs/Blog/shorts/scenes/short12-residencia-en.json create mode 100644 Docs/Blog/shorts/scenes/short12-residencia-es.json create mode 100644 Docs/Blog/shorts/scenes/short13-longitud-en.json create mode 100644 Docs/Blog/shorts/scenes/short13-longitud-es.json create mode 100644 Docs/Blog/shorts/short12-residencia.html create mode 100644 Docs/Blog/shorts/short13-longitud.html diff --git a/Docs/Blog/shorts/GUION-shorts.md b/Docs/Blog/shorts/GUION-shorts.md index 65fa929..752fc6c 100644 --- a/Docs/Blog/shorts/GUION-shorts.md +++ b/Docs/Blog/shorts/GUION-shorts.md @@ -20,6 +20,8 @@ Paleta SignsOfAI: `--bg:#0b1020` · léxico `#db2777` · retórico `#f59e0b` · | 9 | Bibliografía inventada | ✅ | ✅ | ✅ 36,3 s · 35,5 s | | 10 | 61% / línea base | ✅ | ✅ | ✅ 40,2 s · 37,4 s | | 11 | El veredicto que nunca se dio | ✅ | ✅ | ✅ 35,5 s · 32,4 s | +| 12 | La señal más fiable no es una palabra | ✅ | ⬜ | ⬜ | +| 13 | 94/100 y sin veredicto | ✅ | ⬜ | ⬜ | Los renders están en `out/.mp4` + `.srt`. @@ -31,6 +33,27 @@ es lo que hay que recortar, no la animación. (`cue-times.mjs`) y **después** escribir el HTML alrededor de la duración medida, porque los retardos de animación son absolutos. `build-short.mjs` reutiliza el mp3 salvo `--revoice`. +**Los shorts 12 y 13 rompen ese orden a propósito, y se puede copiar.** Sus tiempos no van en +segundos sino en **fracciones de `--dur`**, una variable CSS al principio del archivo. Funciona +porque `cue-times.mjs` reparte la duración medida entre las palabras del guion: la posición +*relativa* de cada frase se conoce sin oír el audio, y lo único que falta es el total. Así que se +escribió el HTML antes de narrar, y al narrar solo hay que poner `--dur` a la duración real: + + node narrate-all.mjs short12-residencia-es short12-residencia-en short13-longitud-es short13-longitud-en + # anota la duración que imprime cada uno, y ponla en --dur del HTML correspondiente + node build-short.mjs scenes/short13-longitud-es.json + +Las fracciones están escritas en el comentario de cada HTML, con la frase a la que corresponden. + +**Comprobar la maqueta antes de renderizar**, con el `snap.mjs` del kit y **un `t` mayor que la +duración total**, o el cierre no ha entrado todavía y parece que falta: + + node snap.mjs _work/snap.png 30 + +Dos fallos de estos shorts solo aparecieron así, y ninguno se ve leyendo el CSS: un sello centrado +con `translateX(-50%)` al que el keyframe le reescribía el `transform` entero y se iba a un lado, y +una tachadura cuyo contenedor era el bloque y no la frase, así que llegaba hasta el borde. + --- ## Short 1 — "87%, ¿y ahora qué?" (el gancho) @@ -163,3 +186,24 @@ node snap.mjs _work/snap.png 20 # validar visual (sin gasto de v node build-short.mjs scenes/short1-gancho-es.json # voz + record + mux + srt ``` Requiere: Node, ffmpeg/ffprobe, Playwright, clave ElevenLabs. **Ver nota de seguridad sobre la clave.** + +## Short 12 — "La señal más fiable no es una palabra" (la residencia del chat) +**Visual:** un ensayo entregado en gris; al pie aparecen dos burbujas con color de chat —"Espero que +esto te ayude", "¿Quieres que lo amplíe?"— y una etiqueta que dice que eso no es del ensayo; luego +las dos afirmaciones, una tachada y otra no; cierre con los dos idiomas. +- **ES:** "La señal más fiable de que lo escribió una IA no es una palabra rara. Es esto, al pie de un ensayo: espero que esto te ayude. Es la otra mitad de una conversación, pegada sin querer. No dice quién escribe bien. Dice por dónde pasó el archivo. SignsOfAI las detecta, en español y en inglés." +- **EN:** "The most reliable sign that an A I wrote something isn't a fancy word. It's this, at the foot of an essay: I hope this helps. That's the other half of a conversation, pasted in by mistake. It doesn't say who writes well. It says where the file has been. SignsOfAI catches them, in English and Spanish." + +**Lo que no se puede recortar:** que la señal **no dice quién escribe bien**. Es la única regla del +catálogo que habla del archivo y no del estilo, y es lo que la separa de un detector que acusa. + +## Short 13 — "94 sobre 100, y no dice nada" (el suelo de longitud) +**Visual:** el 94 enorme **en gris**, sello "SIN VEREDICTO", una regla donde los 90 textos del corpus +viven a la derecha de 662 palabras y este párrafo de 66 cae en la zona vacía; luego las 23 señales +siguen encendidas; cierre con la frase general. +- **ES:** "Mi detector le puso noventa y cuatro sobre cien a este párrafo. Y se niega a decir nada. La frontera con la que juzga se midió sobre noventa textos, y el más corto tiene seiscientas sesenta y dos palabras. Este tiene sesenta y seis. Nunca medimos nada tan corto. Las veintitrés señales siguen ahí. Lo que se retira es la acusación." +- **EN:** "My detector scored this paragraph ninety-four out of a hundred. And it refuses to say anything. The boundary it judges by was measured on ninety texts, and the shortest is six hundred and sixty-two words. This one is sixty-six. We never measured anything that short. All twenty-three signals are still there. What's withheld is the accusation." + +**El gris del 94 es el short entero.** Si en el render sale rojo o verde, está mal: verde dice +"limpio" y rojo dice "culpable", y lo que el producto hace ahí es callarse. Acompaña al noveno +artículo y comparte su frase de cierre. diff --git a/Docs/Blog/shorts/en/short12-residencia.html b/Docs/Blog/shorts/en/short12-residencia.html new file mode 100644 index 0000000..48ee0c8 --- /dev/null +++ b/Docs/Blog/shorts/en/short12-residencia.html @@ -0,0 +1,93 @@ + +
SignsOfAI
+
The most reliable sign
is not a word
+ +
+
submitted essay
+
+
+
+ +
this is not from the essay ↓
+
I hope this helps.
+
Would you like me to expand it?
+ +
+
it does not say who writes well
+
it says where the file has been
+
+ +
EnglishSpanish
+ +
+
It shows you the sentence.
It accuses nobody.
+
github.com/peopleworks/SignsofAI
+
+ diff --git a/Docs/Blog/shorts/en/short13-longitud.html b/Docs/Blog/shorts/en/short13-longitud.html new file mode 100644 index 0000000..35f0214 --- /dev/null +++ b/Docs/Blog/shorts/en/short13-longitud.html @@ -0,0 +1,98 @@ + +
SignsOfAI
+ +
94/100
+
NO VERDICT
+ +
+
+
+
+
662 words
+
nothing this short
was ever measured
+
the corpus's 90 texts live here
+
+
66
+
+ +
all 23 signals still there
+
LexicalRhetoricalSyntactic
+ +
The accusation is withheld,
not the evidence
+ +
+
A threshold is valid over the population
it was measured on. Nowhere else.
+
github.com/peopleworks/SignsofAI
+
+ diff --git a/Docs/Blog/shorts/narrate-all.mjs b/Docs/Blog/shorts/narrate-all.mjs index 76173bb..561c5b0 100644 --- a/Docs/Blog/shorts/narrate-all.mjs +++ b/Docs/Blog/shorts/narrate-all.mjs @@ -20,6 +20,22 @@ const HERE = path.dirname(new URL(import.meta.url).pathname.replace(/^\//, '')); const RACHEL = '21m00Tcm4TlvDq8ikWAM'; const SCRIPTS = { + 'short12-residencia-es': { + voice: 'Marcela', + text: "La señal más fiable de que lo escribió una IA no es una palabra rara. Es esto, al pie de un ensayo: espero que esto te ayude. Es la otra mitad de una conversación, pegada sin querer. No dice quién escribe bien. Dice por dónde pasó el archivo. SignsOfAI las detecta, en español y en inglés.", + }, + 'short12-residencia-en': { + voice: RACHEL, + text: "The most reliable sign that an A I wrote something isn't a fancy word. It's this, at the foot of an essay: I hope this helps. That's the other half of a conversation, pasted in by mistake. It doesn't say who writes well. It says where the file has been. SignsOfAI catches them, in English and Spanish.", + }, + 'short13-longitud-es': { + voice: 'Marcela', + text: "Mi detector le puso noventa y cuatro sobre cien a este párrafo. Y se niega a decir nada. La frontera con la que juzga se midió sobre noventa textos, y el más corto tiene seiscientas sesenta y dos palabras. Este tiene sesenta y seis. Nunca medimos nada tan corto. Las veintitrés señales siguen ahí. Lo que se retira es la acusación.", + }, + 'short13-longitud-en': { + voice: RACHEL, + text: "My detector scored this paragraph ninety-four out of a hundred. And it refuses to say anything. The boundary it judges by was measured on ninety texts, and the shortest is six hundred and sixty-two words. This one is sixty-six. We never measured anything that short. All twenty-three signals are still there. What's withheld is the accusation.", + }, 'short4-traduccion-es': { voice: 'Marcela', text: 'SignsOfAI habla inglés y español. ¿Y el tuyo? Las traducciones no están compiladas: son un archivo JSON. Copias el inglés, traduces las frases y mandas un pull request. Sin C sharp, sin compilar, sin saber programar. Si falta una clave, cae al inglés: una traducción a medias ya sirve. Tu idioma, en un archivo.', diff --git a/Docs/Blog/shorts/scenes/short12-residencia-en.json b/Docs/Blog/shorts/scenes/short12-residencia-en.json new file mode 100644 index 0000000..735d7d1 --- /dev/null +++ b/Docs/Blog/shorts/scenes/short12-residencia-en.json @@ -0,0 +1,8 @@ +{ + "id": "short12-residencia-en", + "html": "en/short12-residencia.html", + "voice": "Rachel", + "minSeconds": 25, + "tailSeconds": 1.4, + "narration": "The most reliable sign that an A I wrote something isn't a fancy word. It's this, at the foot of an essay: I hope this helps. That's the other half of a conversation, pasted in by mistake. It doesn't say who writes well. It says where the file has been. SignsOfAI catches them, in English and Spanish." +} diff --git a/Docs/Blog/shorts/scenes/short12-residencia-es.json b/Docs/Blog/shorts/scenes/short12-residencia-es.json new file mode 100644 index 0000000..615e494 --- /dev/null +++ b/Docs/Blog/shorts/scenes/short12-residencia-es.json @@ -0,0 +1,8 @@ +{ + "id": "short12-residencia-es", + "html": "short12-residencia.html", + "voice": "Marcela", + "minSeconds": 25, + "tailSeconds": 1.4, + "narration": "La señal más fiable de que lo escribió una IA no es una palabra rara. Es esto, al pie de un ensayo: espero que esto te ayude. Es la otra mitad de una conversación, pegada sin querer. No dice quién escribe bien. Dice por dónde pasó el archivo. SignsOfAI las detecta, en español y en inglés." +} diff --git a/Docs/Blog/shorts/scenes/short13-longitud-en.json b/Docs/Blog/shorts/scenes/short13-longitud-en.json new file mode 100644 index 0000000..71afdb0 --- /dev/null +++ b/Docs/Blog/shorts/scenes/short13-longitud-en.json @@ -0,0 +1,8 @@ +{ + "id": "short13-longitud-en", + "html": "en/short13-longitud.html", + "voice": "Rachel", + "minSeconds": 24, + "tailSeconds": 1.4, + "narration": "My detector scored this paragraph ninety-four out of a hundred. And it refuses to say anything. The boundary it judges by was measured on ninety texts, and the shortest is six hundred and sixty-two words. This one is sixty-six. We never measured anything that short. All twenty-three signals are still there. What's withheld is the accusation." +} diff --git a/Docs/Blog/shorts/scenes/short13-longitud-es.json b/Docs/Blog/shorts/scenes/short13-longitud-es.json new file mode 100644 index 0000000..4ac72ea --- /dev/null +++ b/Docs/Blog/shorts/scenes/short13-longitud-es.json @@ -0,0 +1,8 @@ +{ + "id": "short13-longitud-es", + "html": "short13-longitud.html", + "voice": "Marcela", + "minSeconds": 27, + "tailSeconds": 1.4, + "narration": "Mi detector le puso noventa y cuatro sobre cien a este párrafo. Y se niega a decir nada. La frontera con la que juzga se midió sobre noventa textos, y el más corto tiene seiscientas sesenta y dos palabras. Este tiene sesenta y seis. Nunca medimos nada tan corto. Las veintitrés señales siguen ahí. Lo que se retira es la acusación." +} diff --git a/Docs/Blog/shorts/short12-residencia.html b/Docs/Blog/shorts/short12-residencia.html new file mode 100644 index 0000000..3863e5d --- /dev/null +++ b/Docs/Blog/shorts/short12-residencia.html @@ -0,0 +1,93 @@ + +
SignsOfAI
+
La señal más fiable
no es una palabra
+ +
+
ensayo entregado
+
+
+
+ +
esto no es del ensayo ↓
+
Espero que esto te ayude.
+
¿Quieres que lo amplíe?
+ +
+
no dice quién escribe bien
+
dice por dónde pasó el archivo
+
+ +
españolinglés
+ +
+
Te enseña la frase.
No acusa a nadie.
+
github.com/peopleworks/SignsofAI
+
+ diff --git a/Docs/Blog/shorts/short13-longitud.html b/Docs/Blog/shorts/short13-longitud.html new file mode 100644 index 0000000..8987a56 --- /dev/null +++ b/Docs/Blog/shorts/short13-longitud.html @@ -0,0 +1,98 @@ + +
SignsOfAI
+ +
94/100
+
SIN VEREDICTO
+ +
+
+
+
+
662 palabras
+
nunca se midió
nada tan corto
+
los 90 textos del corpus viven aquí
+
+
66
+
+ +
las 23 señales siguen ahí
+
LéxicoRetóricoSintáctico
+ +
Se retira la acusación,
no la evidencia
+ +
+
Un umbral vale sobre la población
en la que se midió. Y en ninguna otra.
+
github.com/peopleworks/SignsofAI
+
+