logo
A.I. Is Poised to Rewrite History. Literally.

A.I. Is Poised to Rewrite History. Literally.

New York Times16-06-2025
During my 25 years as a magazine editor, my favorite part of the job has always been helping writers figure out what the story is: where to start it, where to end it, what's important and new about it. So it was with no small amount of humility that, earlier this year, I sat in a Google corporate cafeteria along the West Side of Manhattan and watched as one of my longtime writers — Steven Johnson, the technology journalist and historian — received that kind of guidance from an A.I. instead of me.
Johnson, who has published popular histories about pirate attacks, the invention of modern policing and the birth of public health, had begun noodling on a possible book about the California gold rush of the mid-19th century, he explained. But he was still at the point where he didn't know much more than that. 'What's my twist?' he said. 'Literally, I don't know.'
To figure it out, Johnson had loaded some of his sources into NotebookLM, an app for researchers and writers that he himself helped build, after becoming the editorial director of Google's Labs division three years ago. Unlike most other A.I. tools, which draw their answers to questions from the mind-boggling infinitude of data they were trained on, NotebookLM draws only from files selected by the user, on the premise that most forms of research benefit from thoughtfully curating your source material.
Since the product's worldwide release last year, Google and Johnson have been promoting its utility for all manner of tasks, whether it's auto-generating minutes and takeaways from an audio recording of a meeting or encouraging a more licit use of A.I. among college students. NotebookLM's most viral capability is an auto-generated podcast, which in a matter of a couple of minutes will spit out a detailed conversation between two freakishly realistic voices, drawing out the key concepts of the source material. But as an occasional author of history books myself, I was most interested in how A.I. — one of whose many superpowers is the ability to inhale large amounts of text in an instant and offer credible summaries of it — might transform the way history is written.
At Google that evening, as the sun went down over the Hudson, Johnson showed me the results of his experiments so far. He started his brainstorming process by giving NotebookLM excerpts from one of the finest existing histories on the Gold Rush, H.W. Brands's 'The Age of Gold.' He thought he might want to focus on the conflict between white gold-seekers and the Native American groups living in the Yosemite Valley in the 1850s, so he uploaded the text of an older source called 'Discovery of the Yosemite,' by Lafayette Houghton Bunnell, who was part of the Mariposa Battalion, the militia unit that rode into the valley in 1851. Next, to bring in the Indigenous perspective, he went to public-domain websites and found two accounts about the people whom the battalion expelled from the valley: 'The Ahwahneechees: A Story of the Yosemite Indians' and 'Indians of the Yosemite Valley and Vicinity.'
Want all of The Times? Subscribe.
Orange background

Try Our AI Features

Explore what Daily8 AI can do for you:

Comments

No comments yet...

Related Articles

Roku Beats, But Margin Drift Clouds Rally
Roku Beats, But Margin Drift Clouds Rally

Yahoo

time5 minutes ago

  • Yahoo

Roku Beats, But Margin Drift Clouds Rally

Roku (NASDAQ:ROKU) beat again in Q2 $1.11 billion revenue, GAAP EPS $0.07, both ahead of expectations but the stock slipped because the story wasn't all clean. Platform revenue was the strength, up 18% to $975.5 million, helped by video ads and the Frndly deal, while device sales fell 6% to $135.6 million. Warning! GuruFocus has detected 7 Warning Signs with BOM:500400. That mix showed up in the margin math: gross margin slid to 44.8%, with platform gross margins softening to 51.0%, and investors focused on that erosion even as the top line surprised. Roku tried to push back. It lifted its full-year platform revenue target to $4.075 billion, said adjusted EBITDA should improve, and rolled out a $400 million buyback to neutralize equity dilution and signal confidence. The message was basically: growth is real, cash flow is coming, and we're backing the stock. Still, the market saw the margin pressure and the need for share support and took it as a warning shot, trimming the stock before the open. Demand is there, but profitability is wobbling a bit. The next few quarters will show whether Roku can get margins back on track and turn that buyback into real per-share value. This article first appeared on GuruFocus.

Tesla approves share award worth $29 billion to CEO Elon Musk
Tesla approves share award worth $29 billion to CEO Elon Musk

Yahoo

time5 minutes ago

  • Yahoo

Tesla approves share award worth $29 billion to CEO Elon Musk

(Reuters) -Tesla has granted CEO Elon Musk 96 million shares worth about $29 billion, a move aimed at keeping the billionaire entrepreneur at the helm as he fights a court ruling that voided his original pay deal for being unfair to shareholders. In 2024, a Delaware court voided Musk's 2018 compensation package, valued at over $50 billion, citing that the Tesla board's approval process was flawed and unfair to shareholders. Musk kicked off an appeal in March against the order, claiming a lower court judge made multiple legal errors in rescinding the record compensation. Earlier this year, the EV maker said the board had formed a special committee to consider some compensation matters involving Musk, without disclosing any details. Tesla is at a turning point as Musk, its largest shareholder with a 13% stake, shifts focus from a promised affordable EV platform to robotaxis and humanoid robots, positioning the company more as an AI and robotics firm than an automaker. "While we recognize Elon's business ventures, interests and other potential demands on his time and attention are extensive and wide-ranging ... we are confident that this award will incentivize Elon to remain at Tesla," the special committee said in the filing. The award is designed to gradually boost Musk's voting power, something he and shareholders have consistently said was key to keeping him focused on Tesla's mission, it added. Musk must pay Tesla $23.34 per share of restricted stock that vests, which is equal to the exercise price per share of the 2018 CEO Award, it said in the filing. Tesla shares rose more than 2% in premarket trading. Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data

3 Genius Artificial Intelligence (AI) Stocks I Wouldn't Hesitate Investing $10,000 Into Right Now
3 Genius Artificial Intelligence (AI) Stocks I Wouldn't Hesitate Investing $10,000 Into Right Now

Yahoo

time5 minutes ago

  • Yahoo

3 Genius Artificial Intelligence (AI) Stocks I Wouldn't Hesitate Investing $10,000 Into Right Now

Key Points Nvidia and Taiwan Semiconductor Manufacturing are both benefiting from massive data center capital expenditures. Alphabet's stock is getting no respect from the market. 10 stocks we like better than Nvidia › Although the market has had a sharp recovery from its lows in April and May, there are still plenty of stocks worth buying here. The long-term outlook of the economy seems to be strong, and as more tariff deals get struck, the uncertainty about future tariff policy decreases. Regardless of what happens, I still think these three stocks are excellent choices to buy right now, as there are secular trends that can push them higher, beating the market along the way. Nvidia and Taiwan Semiconductor Manufacturing Nvidia (NASDAQ: NVDA) and Taiwan Semiconductor Manufacturing (NYSE: TSM) are benefiting from the same tailwind: data center buildouts. The demand for AI computing power is massive, which requires companies to heavily invest in data center infrastructure to meet the demand. Nvidia graphics processing units (GPUs) are the gold standard for computing devices in these data centers, and any competition that arises will be directly compared to these units. Furthermore, Nvidia recently got another boost with the announcement that the U.S. government will approve its export license for H20 chips, a product specifically designed to meet export regulations to China. The return of this market for Nvidia can't be overstated, as the second quarter of fiscal year 2025's forecasted revenue growth would have been 77% if it could have sold H20 chips in the quarter, instead of the 50% management guided for. Looking forward, Nvidia expects massive data center growth, citing one projection that expects data center capital expenditures to rise from $400 billion in 2024 to $1 trillion by 2028. That's huge growth and is a big reason why Nvidia is an excellent stock to buy right now. Taiwan Semiconductor benefits from this same tailwind and is also Nvidia's primary chip supplier. Nvidia is a fabless design company, which means that it designs chips, then outsources production to a company like TSMC. I like Taiwan Semiconductor in addition to Nvidia because there are competing technologies with GPUs arising (namely custom-designed AI accelerators) that could be a challenge to Nvidia in the future. While Nvidia is still strong and all indications point toward impressive growth, Taiwan Semiconductor is a hedge against Nvidia losing market share, as it's highly likely that TSMC will still be the chip foundry for new technology. Taiwan Semiconductor's management team expects monster growth from its AI-related business, with revenue expected to rise at a 45% compound annual growth rate (CAGR) over the next five years. Companywide, it expects nearly 20% growth. That's huge growth, and the balance of investing in both Taiwan Semiconductor and Nvidia is an excellent way to generate strong returns. Alphabet Alphabet (NASDAQ: GOOG) (NASDAQ: GOOGL) is a competitor in the AI race, but it is also a target. Investors are worried that Alphabet's primary revenue driver, the Google Search engine, will be significantly disrupted by generative AI products. While there have been some instances of users switching to generative AI models alone, the vast majority of the population still uses Google, and the launch of AI search overviews helps bridge the gap between a full-on generative AI experience and a traditional Google Search. This will likely be enough to keep Google on top, and its latest results support that claim. In Q2, Google Search's revenue rose 12% year over year. That's an acceleration from Q1's 10% revenue growth, so it's fairly clear that generative AI hasn't caused significant headwinds toward Google's business yet. Despite that, Alphabet's stock still trades at a significant discount to the broader market. With Alphabet at 21 times trailing earnings and 20 times forward earnings, the market isn't forecasting strong growth. Yet, Alphabet's diluted earnings per share (EPS) rose 22% in Q2, showcasing that the analysts are being far too pessimistic about Alphabet's future. With the S&P 500 index trading at 25 times trailing earnings and 24 times forward earnings, Alphabet trades at a deep discount to the market. As a result, I think it's an excellent stock to buy here, as it represents a great trade-off between value and growth. Should you buy stock in Nvidia right now? Before you buy stock in Nvidia, consider this: The Motley Fool Stock Advisor analyst team just identified what they believe are the for investors to buy now… and Nvidia wasn't one of them. The 10 stocks that made the cut could produce monster returns in the coming years. Consider when Netflix made this list on December 17, 2004... if you invested $1,000 at the time of our recommendation, you'd have $624,823!* Or when Nvidia made this list on April 15, 2005... if you invested $1,000 at the time of our recommendation, you'd have $1,064,820!* Now, it's worth noting Stock Advisor's total average return is 1,019% — a market-crushing outperformance compared to 178% for the S&P 500. Don't miss out on the latest top 10 list, available when you join Stock Advisor. See the 10 stocks » *Stock Advisor returns as of July 29, 2025 Keithen Drury has positions in Alphabet, Nvidia, and Taiwan Semiconductor Manufacturing. The Motley Fool has positions in and recommends Alphabet, Nvidia, and Taiwan Semiconductor Manufacturing. The Motley Fool has a disclosure policy. 3 Genius Artificial Intelligence (AI) Stocks I Wouldn't Hesitate Investing $10,000 Into Right Now was originally published by The Motley Fool

DOWNLOAD THE APP

Get Started Now: Download the App

Ready to dive into a world of global content with local flavor? Download Daily8 app today from your preferred app store and start exploring.
app-storeplay-store