Built on Jev — a model that can't write, only judge
Describe what you're looking for — a lie, a longing, a betrayal, a plot twist. Throughline reads every passage of the book and highlights everywhere it happens. In about a second.
“someone tells a lie” in The Adventures of Pinocchio
301 passages · 1.09s · $0.0063
Each chart is one question asked of every passage, start to finish. Click one to open the book with the highlights.
The Adventures of Pinocchio
Not just his. The Fox's, the Cat's, everyone's.
A Christmas Carol
Two lenses cross over in the final stave.
Moby-Dick
The biggest English book in the library, judged end to end.
红楼梦
Searched in English, read in the original Chinese.
Pride and Prejudice
His pride and her misjudgments, mapped side by side.
Frankenstein
Kindness is rare. Rejection is everywhere.
Romeo and Juliet
Shakespeare tells you how it ends, over and over.
The Great Gatsby
The parties and the past, chapter by chapter.
Contracts, transcripts, research interviews, your novel draft. Your document stays in this browser; passages are sent to Jev only to be judged, and Throughline never stores them.
Every clause that limits liability
in a 90-page contract
Every time a user mentions onboarding pain
across 40 interview transcripts
Every place you tell instead of show
in your manuscript
Every answer that dodges the question
in a hearing transcript
Drop a document here
PDF, EPUB, Word, Markdown or plain text · up to ~300,000 words
Finds passages that mention a topic. It can't tell a lie from a passage about lying, or a hesitation from the word “hesitate”.
Read the book at once and hand you a few examples. They miss most instances, and sometimes quote lines that don't exist.
Asks a yes/no question about every single passage, in parallel, and keeps the calibrated probability. Exhaustive, instant, and every highlight is real text.
That used to be the expensive part. Asking a large language model about each of Moby-Dick's 1,497 passages one by one takes minutes and real money. Jev judged all of them in 3.05s for $0.032.
The text is cut into passages of about 120 words (about 240 characters in Chinese), never crossing a chapter.
For every passage, one request to Jev: the passage itself, plus one yes/no question per lens.
Jev answers every question in a single forward pass. No text is generated; it returns a calibrated probability.
Ordinary code turns those numbers into highlights, the minimap, and the throughline arc.
POST https://api.typesafe.ai/v1/systemone
{
"model": "jev-latest",
"state": {
"book": "The Adventures of Pinocchio",
"passage": "“I lost them,” answered Pinocchio,
but he told a lie, for he had them
in his pocket…"
},
"questions": {
"lens_0": {
"type": "noul",
"instructions": "A reader is searching this
book for: \"someone tells a lie\". Is this
passage a genuine match?"
}
}
}→ 91 ms
{
"model": "jev-1.13.0",
"answers": { "lens_0": { "type": "noul", "noul": 0.99 } }
}Jev is TypeSafe AI's “System One” model: fast, calibrated decisions instead of prose. Throughline sends one of these per passage, dozens at a time, and the whole book comes back in about a second.
Public-domain classics, ready to search. Pick one and describe anything.
The Adventures of Pinocchio
Carlo Collodi
1883 · 39,777 words
A Christmas Carol
Charles Dickens
1843 · 28,395 words
Alice's Adventures in Wonderland
Lewis Carroll
1865 · 26,299 words
The Metamorphosis
Franz Kafka
1915 · 21,932 words
Strange Case of Dr Jekyll and Mr Hyde
Robert Louis Stevenson
1886 · 25,531 words
The Great Gatsby
F. Scott Fitzgerald
1925 · 48,100 words
Romeo and Juliet
William Shakespeare
1597 · 25,479 words
Hamlet
William Shakespeare
1603 · 31,557 words
Frankenstein
Mary Shelley
1818 · 74,919 words
The Picture of Dorian Gray
Oscar Wilde
1890 · 78,884 words
Pride and Prejudice
Jane Austen
1813 · 121,546 words
The Adventures of Sherlock Holmes
Arthur Conan Doyle
1892 · 104,347 words
Dracula
Bram Stoker
1897 · 160,115 words
Moby-Dick
Herman Melville
1851 · 211,360 words
Dream of the Red Chamber
Cao Xueqin
1791 · 722,078 characters
Journey to the West
Wu Cheng'en
1592 · 586,962 characters
Romance of the Three Kingdoms
Luo Guanzhong
1522 · 482,417 characters
Water Margin
Shi Nai'an
1589 · 435,958 characters
Call to Arms
Lu Xun
1923 · 59,528 characters
The Analects
Confucius
c. 475 BC · 15,918 characters
Tao Te Ching
Laozi
c. 400 BC · 5,299 characters
The Art of War
Sun Tzu
c. 500 BC · 6,048 characters
Six Records of a Floating Life
Shen Fu
1808 · 29,694 characters