OpenAi announced that it has trained the GPT-3 AI to summarize books, and it does a remarkable job.
Our best model is fine-tuned from GPT-3 and generates sensible summaries of entire books, sometimes even matching the average quality of human-written summaries: it achieves a 6/7 rating (similar to the average human-written summary) from humans who have read the book 5% of the time and a 5/7 rating 15% of the time. Our model also achieves state-of-the-art results on the BookSum dataset for book-length summarization.
A page from Twelve Years a Slave, by Solomon Northrup:
Having been born a freeman, and for more than thirty years enjoyed the blessings of liberty in a free State–and having at the end of that time been kidnapped and sold into Slavery, where I remained, until happily rescued in the month of January, 1853, after a bondage of twelve years–it has been suggested that an account of my life and fortunes would not be uninteresting to the public.
Since my return to liberty, I have not failed to perceive the increasing interest throughout the Northern States, in regard to the subject of Slavery. Works of fiction, professing to portray its features in their more pleasing as well as more repugnant aspects, have been circulated to an extent unprecedented, and, as I understand, have created a fruitful topic of comment and discussion.
I can speak of Slavery only so far as it came under my own observation–only so far as I have known and experienced it in my own person. My object is, to give a candid and truthful statement of facts: to repeat the story of my life, without exaggeration, leaving it for others to determine, whether even the pages of fiction present a picture of more cruel wrong or a severer bondage.
As far back as I have been able to ascertain, my ancestors on the paternal side were slaves in Rhode Island. They belonged to a family by the name of Northup, one of whom, removing to the State of New-York, settled at Hoosic, in Rensselaer county. He brought with him Mintus Northup, my father. On the death of this gentleman, which must have occurred some fifty years ago, my father became free, having been emancipated by a direction in his will.
Henry B. Northup, Esq., of Sandy Hill, a distinguished counselor at law, and the man to whom, under Providence, I am indebted for my present liberty, and my return to the society of my wife and children, is a relative of the family in which my forefathers were thus held to service, and from which they took the name I bear. To this fact may be attributed the persevering interest he has taken in my behalf.
Sometime after my father's liberation, he removed to the town of Minerva, Essex county, N. Y., where I was born, in the month of July, 1808. How long he remained in the latter place I have not the means of definitely ascertaining. From thence he removed to Granville, Washington county, near a place known as Slyborough, where, for some years, he labored on the farm of Clark Northup, also a relative of his old master; from thence he removed to the Alden farm, at Moss Street, a short distance north of the village of Sandy Hill; and from thence to the farm now owned by Russel Pratt, situated on the road leading from Fort Edward to Argyle, where he continued to reside until his death, which took place on the 22d day of November, 1829. He left a widow and two children–myself, and Joseph, an elder brother. The latter is still living in the county of Oswego, near the city of that name; my mother died during the period of my captivity.
Though born a slave, and laboring under the disadvantages to which my unfortunate race is subjected, my father was a man respected for his industry and integrity, as many now living, who well remember…
GPT-3 summary of this page:
Solomon explains that he was born a freeman in New York, and that he was kidnapped and sold into slavery in 1841. He was rescued in 1853 after 12 years of bondage. Solomon's ancestors were slaves in Rhode Island, but his father was emancipated upon the death of his master. He moved to New York and settled in Minerva, where Solomon was born in 1808. Solomon's father was a hardworking and respected man. His mother died during his captivity.