惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

F
Full Disclosure
Recorded Future
Recorded Future
T
Tenable Blog
S
Securelist
C
CERT Recently Published Vulnerability Notes
T
Threatpost
S
Schneier on Security
A
Arctic Wolf
The Hacker News
The Hacker News
C
CXSECURITY Database RSS Feed - CXSecurity.com
Know Your Adversary
Know Your Adversary
P
Privacy International News Feed
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
The Register - Security
The Register - Security
Cisco Talos Blog
Cisco Talos Blog
AWS News Blog
AWS News Blog
K
Kaspersky official blog
T
True Tiger Recordings
T
Threat Research - Cisco Blogs
V
Vulnerabilities – Threatpost
P
Palo Alto Networks Blog
T
The Exploit Database - CXSecurity.com
小众软件
小众软件
B
Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
Microsoft Azure Blog
Microsoft Azure Blog
Cyberwarzone
Cyberwarzone
C
Cybersecurity and Infrastructure Security Agency CISA
T
Tor Project blog
Spread Privacy
Spread Privacy
Malwarebytes
Malwarebytes
P
Proofpoint News Feed
F
Fox-IT International blog
F
Fortinet All Blogs
P
Privacy & Cybersecurity Law Blog
G
GRAHAM CLULEY
量子位
Latest news
Latest news
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
博客园 - 叶小钗
Project Zero
Project Zero
T
Tailwind CSS Blog
N
Netflix TechBlog - Medium
Martin Fowler
Martin Fowler
IntelliJ IDEA : IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin | The JetBrains Blog
IntelliJ IDEA : IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin | The JetBrains Blog
I
Intezer
博客园_首页
腾讯CDC
H
Hackread – Cybersecurity News, Data Breaches, AI and More
D
Darknet – Hacking Tools, Hacker News & Cyber Security

Fortune | FORTUNE

We don’t imprison humans preemptively based on the capability to commit crime. Why regulate AI that way? | Fortune Your company needs a Chief Trust Officer. Here's three reasons why | Fortune This is no way to treat our Swiss friends | Fortune Citi's 5-year comeback: How CEO Jane Fraser turned the bank's chronic underperformance into decade-high revenue | Fortune This billionaire is capping his kids' inheritance at 8 figures—like Bill Gates, he thinks generational wealth is bad for society | Fortune Sam Altman and Dario Amodei are both walking back their AI jobs apocalypse prophecies as they eye blockbuster IPOs | Fortune Billionaire Mark Cuban says bye-bye Bitcoin: Why he is ‘disappointed’ by crypto | Fortune Uber drivers in Massachusetts just pulled off the biggest labor win since 1941 — just before the robots arrive | Fortune Trump spent 3 hours at Walter Reed. he claims 'everything checked out PERFECTLY' | Fortune Graham Platner runs controversial ad during Red Sox game vowing to 'reverse the private equity curse' | Fortune America's manufacturing Achilles' heel: McKinsey’s warning on rare earths grows louder | Fortune Ball State fired her over a private Facebook post on Charlie Kirk. Now it's paying $225,000 | Fortune As China bets its future on AI by cutting arts degrees, Jensen Huang says parents shouldn’t worry about what their kids study | Fortune Largest study of AI hiring algorithms to date finds 'clear racial disparities' — over 25% of Black applicants tainted by bias | Fortune Uber burned through its entire 2026 AI budget in four months. Now its COO is questioning whether it's worth it | Fortune The Pope's 'AI encyclical' says a lot. Yet critics say it misses AI's most pressing challenges | Fortune America's housing market decline is 'no longer just a Sun Belt story'—LA and Dallas are tumbling, too | Fortune Goldman Sachs just ran some ugly numbers on the SaaSPocalypse—and found hedge funds are dumping software and piling into semis | Fortune America is becoming less neighborly. Gen Z and millennials' shot at economic advances are suffering for it | Fortune Coinbase pushes further into AI payments with new MCP for Base network | Fortune Standard Chartered CEO apologizes for calling some workers ‘lower value human capital’ in AI push | Fortune Kevin O’Leary slams people who want work-life balance: ‘I hope they work for my competitors’ | Fortune Indonesia jolts China with 'hostile takeover' of key commodities in American-influenced move | Fortune Mexico's Sheinbaum confirms U.S. asked Iran's World Cup team to move to Tijuana | Fortune How $580,000 hidden under a sofa cushion became a constitutional crisis in South Africa | Fortune Gas is up 51% since February. Americans just started buying less of everything else | Fortune Techlash grows in education: ‘My daughter went to middle school and was sent home with a screen addiction in her backpack’ Iran slams U.S. strikes as sign of ‘bad faith and unreliability’ Nvidia CEO Jensen Huang admits he criticizes everything his 42,000-plus employees show him: ‘You can’t go a day without some criticism’ Leading without a blueprint: the new reality for European technology chiefs | Fortune BP ousts chairman months into his tenure, citing 'important governance standards, oversight and conduct' concerns | Fortune Current price of oil as of May 26, 2026 | Fortune Exclusive: Ex-Palantir AI execs raise $12 million seed round for Perceptic, a startup automating drug discovery | Fortune A CEO fired all of HR, and the EEOC is suing the NYT | Fortune 'Excited and terrified': One of private equity's top investors built an AI that knows every deal he's ever done | Fortune The next great American tech hub isn't a city. It's a corridor between New York and Miami | Fortune Spotify is aiming for 1 billion users and 20% operating margins by 2030. Here's how it plans to get there | Fortune America turns 250 with a dangerous new problem: We no longer agree on what's real | Fortune U.S. would only break Iranian ceasefire if there was 'absolutely no alternative,' says Deutsche Bank | Fortune The Supreme Court handed Trump a Golden Chariot on tariffs — now he just has to take it | Fortune Exclusive: The next wave of AI drive-thrus is here—and a16z and Arc think it finally works | Fortune Big Four consulting has 2 AI nightmares. KPMG's answer to both is the same | Fortune Creators who built followings based on trust refuse to outsource some tasks to AI: Humans can ‘sense a decoy’ | Fortune America turns 250. Its greatest innovation wasn't the car or the computer — it was learning to share risk | Fortune From service to skilled trades: America’s most overlooked workforce pipeline | Fortune Ex-Google engineer turned $7.2 billion AI CEO gets thousands of job applications a day but still can't find candidates with a strong work ethic | Fortune Markets rejoice as deal to reopen Hormuz nears, but U.S. forces conduct 'self-defense strikes' on Iranian missile sites and boats laying mines | Fortune As the U.S. and Europe pull back from global climate aid, can Asian funders fill the gap? | Fortune Rosewood Hotels institutes a global 16-week paid parental leave policy as Asia grapples with crashing birth rates | Fortune Pope Leo called AI an 'instrument of domination, exclusion and death.' Anthropic was in the room | Fortune Memorial Day is 161 years old — and its true origin was buried almost immediately | Fortune A country of 2.9 million people on Russia's border just had 600,000 national records stolen | Fortune For 60 years, nobody knew where the Muppets were made. Now you can go see | Fortune Star Wars won the weekend. Nobody's quite sure whether to celebrate | Fortune Democrats want to run on corruption. Their own stock trades keep getting in the way | Fortune Trump called Cornyn 'very disloyal.' Now a 5-term Texas Senator is fighting for his career | Fortune America's largest oil export hub is so starved of water that it's been illegal to have a green lawn for 2 years | Fortune You can't repair your tractor because Hollywood was terrified of the VCR | Fortune Rice feeds more than half the world. It's also the climate equivalent of 239 million cars | Fortune The economist who wrote the book on sports finance has a number for FIFA's World Cup haul: $15 billion | Fortune Elon Musk’s best friend could make $100 billion on SpaceX. His firm is also owed billions | Fortune Huawei touts chip breakthrough to shorten gap with TSMC | Fortune Simon Sinek says the most successful people in the world ‘hit zero’ or came close to it: Failure is ‘the gift’ | Fortune 'Nobody knows anything' and 'this time is different': the phrases that define — and haunt — the AI economy | Fortune Forget quiet quitting—instead, millennials are taking ‘quiet vacations’ and checking out of work (and the country) on company dime | Fortune Shark Tank star Kevin O’Leary blasts the 4-day week as the ‘stupidest idea’ because the digital economy means we're always working | Fortune A billionaire and an A-list actor found refuge in a 37-home Florida neighborhood with armed guards—proof that privacy is now the ultimate luxury | Fortune The U.S. campaigned to host the World Cup. Now soccer fans will trade their countries' train system for the U.S.'s 'D' rated infrastructure | Fortune PepsiCo CPO says their ‘secret sauce’ to hiring top talent is that they all have hustle—And are agile and curious in the AI era | Fortune I’m leading a $100 million corporate turnaround. Here’s why I learned to distrust the growth mindset | Fortune The pig in the python: Baby Boomers are strangling the economy they built by refusing to move or retire | Fortune Oil drops as U.S. says deal with Iran and Hormuz reopening is near | Fortune Russia's economy is much worse than it seems, and 'elites are increasingly alarmed' as alternate GDP gauge shows huge contraction | Fortune Alaska’s oil revival sparks a new energy rush Into the Arctic Trump says 'don’t listen to the losers' after fellow Republicans warn he's about to make a disastrous mistake with Iran ceasefire deal | Fortune SpaceX stock is about to join this growing constellation of public companies building a space-based economy | Fortune The more generous U.S. ceasefire terms are, the more suspicious Iran becomes they're a ruse for another attack, expert says | Fortune Nonprofit fraud isn't surging. Enforcement is | Fortune The quiet $8 billion crisis: long COVID costs keep rising as Washington looks away | Fortune From Hobbes to the 14th amendment: The ancient and modern cases against Trump's $1.8 billion fund | Fortune 500,000 people were locked in state psychiatric hospitals. Their descendants can't find out why | Fortune The travel industry has been taking body blows. Here comes an airport 'sanctuary city' crackdown | Fortune 82 dead in China's worst coal mine disaster in years — regulators flagged the risk 2 years ago | Fortune 'We want neighbors, not tourists.' Madrid's renters march with message for the boom economy | Fortune Britain's navy is preparing to clear mines in the Strait of Hormuz — but only once a U.S.-Iran peace agreement is reached | Fortune Under emerging deal, Iran's uranium, sanctions relief, and release of frozen funds would be negotiated during a 60-day window | Fortune SpaceX's next-gen rocket is the key to its sky-high valuation, early investor says: 'Starship also enables all kinds of frontier markets' | Fortune 40 is the new 50: Millennial jobseekers are giving their resumes a facelift by hiding years of experience to land jobs | Fortune Uber CEO says rideshare ‘freed up’ his son from having to get a driver’s license—and he’s one of many Gen Zers who aren’t willing to drive | Fortune BofA says you'll be 10x more productive with AI. Ignore the 0.1% result so far | Fortune Inside the 'stealth wealth' playbook: How Silicon Valley's elite buy multimillion-dollar mansions without leaving a paper trail | Fortune I was one of the internet's first influencers. AI just killed the whole category — and created something better | Fortune AI hallucinations are slipping past experts into papers and books to enter the permanent record | Fortune As AI wipes out white-collar jobs, one Alabama high school and Toyota are training students for roles that pay $40 an hour and can't be automated | Fortune It took over a decade, but NextDecade’s longshot bet to lead Texas LNG is finally paying off | Fortune Law enforcement authorities are responding to reports of shots fired near White House as Trump was inside | Fortune Ukrainian drone attack causes fire at Russian oil terminal used for exports as Kyiv expands long-range strike capabilities | Fortune U.S. reaches limit of sanctions power in targeting Iran’s economy | Fortune Trump’s 3,711 trades point to multiple stock-market strategies | Fortune As U.S.-Iran deal nears, Trump ally warns against creating perception Tehran controls Hormuz—'it makes one wonder why the war started to begin with' | Fortune
The times they are a-changin': Trump pivots towards AI regulation in the face of a mounting public backlash | Fortune
Jeremy Kahn · 2026-05-20 · via Fortune | FORTUNE

Hello and welcome to Eye on AI. In this edition…momentum builds for U.S. AI regulation…Musk loses his lawsuit against OpenAI…Andrej Karpathy goes to Anthropic…Google debuts a “Co-Scientist”…and are humans the limiting factor when it comes to deploying AI?

I spent much of the past week in Washington, D.C., where, when it comes to AI, change is in the air. The Trump administration is in the process of pivoting from an AI policy built largely around opposing and dismantling AI regulation, to a possible federal licensing regime for AI models. Meanwhile, support for AI regulation is building on both sides of the aisle on Capitol Hill, and if the Democrats seize at least one Congressional house in November, the passage of AI legislation of some kind is almost guaranteed. Not only that, but President Donald Trump’s visit to China last week seems to have signaled a significant shift in the administration’s thinking on international AI governance too.

This transition is driven by two things. One is the public backlash against AI, which has gained significant momentum in the past few months, as a story in the Wall Street Journal earlier this week chronicled. The viral video of former Google CEO Eric Schmidt’s commencement address at the University of Arizona in which the graduating students roundly booed him every time he mentioned AI is just one data point. A litany of recent polls have shown that most Americans are more fearful than hopeful about AI, with the gap sometimes as wide as 40 percentage points. Seven in 10 Americans oppose the construction of data centers in their local community. An Annenberg Public Policy Center poll released last week found that two-thirds of Americans thought the government had done too little to regulate AI, a view held by the majority of Republicans and independents, as well as Democrats.

Politicians know they can’t afford to be on the wrong side of numbers like this. Trump, who has populist instincts, is starting to see this too. It’s one of the reasons that the more populist-minded and politically savvy of Trump’s advisors, people like Treasury Secretary Scott Bessent and Susie Wiles, have moved to wrestle AI policy away from tech bro advisors such as David Sacks, Sriram Krishnan, and Michael Kratsios. Denizens of Silicon Valley’s venture capital scene, they simply don’t have the instincts for how AI is playing out on Main Street and how it could, if the White House gets it wrong, pose a major problem for the GOP in November and beyond.

You can also see this effect in OpenAI’s decision last week to endorse both the bipartisan Kids Online Safety Act (KOSA), which would require all online platforms that potentially have children as users to take steps to prevent and mitigate any harm to them, as well as a state AI bill, SB 315, currently pending before the Illinois state legislature. That bill would require companies building frontier AI models to establish safety frameworks, conduct annual audits, report any critical incidents, and protect whistleblowers. Many tech industry associations have been lobbying against KOSA, saying its tenets are vague and potentially unconstitutional. Meanwhile, OpenAI had previously opposed safety legislation in California that was substantially similar to the Illinois bill. But apparently OpenAI has belatedly figured out which way the wind is blowing. 

Mythos: AI’s ‘El Alamein’ moment

The second thing that has changed is Mythos. Anthropic’s powerful AI model, with its superhuman hacking skills, has woken the government up to the fact that AI is a potent dual use technology and that it cannot leave decisions about when, how, and where it gets released totally up to the tech companies creating it. The Trump administration has already reportedly vetoed Anthropic’s plans to expand “Project Glasswing,” a program under which it shared a version of Mythos with select companies to help them find and patch software vulnerabilities, possibly out of concern that model would be more likely to fall into the wrong hands (and possibly to preserve the National Security Agency’s offensive cyber capabilities.) And Bessent is playing a big role in deciding which foreign financial authorities and banks are getting access to the model. In essence, Mythos is already being subjected to an ad hoc licensing regime.

Brad Carson, the former Oklahoma Congressman who now heads Americans for Responsible Innovation, a group that advocates for tech regulation, told me he thinks Mythos is the “El Alamein moment” in the fight for AI regulation. El Alamein is the World War II battle, which took place in the fall of 1942, in which British forces first proved that they were capable of defeating the Germans. Churchill called the battle “the end of the beginning” and noted that before El Alamein, the British had never had a victory, but that afterwards, they never had a defeat. Carson says, of the battle over AI regulation, “it’s not over yet, the way that El Alamein was not the end of the war. But the fall of Berlin is in sight, and [regulation of AI] is going to happen.”

The Mythos effect is not confined to domestic policy. Mythos has shifted the prospects for international AI governance as well. One of the most interesting developments to come out of Trump’s summit with Chinese President Xi Jinping last week was that the U.S. apparently agreed—according to the New York Times—to hold talks on AI safety with Beijing. Before, the accelerationist crew in command of Trump’s AI policy were firmly opposed to any discussions with China, believing any treaty would only serve to hobble U.S. AI efforts, while China would likely renege on any promises it made. They also liked to use the “China card” as a reason for opposing any domestic AI regulation.

But Carson thinks the China card has lost its salience. Most Americans are more afraid of AI job losses than they are of China getting ahead in AI. Meanwhile, Mythos seems to have convinced both Chinese and American officials that it is in neither of their interests for non-state actors to get a hold of dangerous cyber capabilities.

A policy that doesn’t hit its stated target

It’s also perhaps dawning on some people in the administration that U.S. AI policy with regards to China isn’t working as intended. Both the Trump administration and the Biden administration have used export controls on AI chips and on chipmaking equipment ostensibly to prevent China from developing powerful AI systems that might give them a military advantage over the U.S.

“But there is little evidence that the export controls have actually delayed or made it more difficult for China to acquire militarily useful AI capabilities,” says Jacob Feldgoise, a senior data analyst at Georgetown University’s Center for Security and Emerging Technology. Many of the AI systems used in military applications, such as autonomous navigation for drones, or analyzing satellite imagery to find targets, don’t depend on the kinds of large language models that require large volumes of advanced GPUs to train and run. And when it does come to decision support systems run by LLMs, Chinese tech companies are only about six months behind America’s AI labs in developing frontier capabilities.
“But while there isn’t much evidence that American export controls have prevented China from developing military AI applications, it is likely that export controls do slow the deployment of AI commercially across the economy because China lacks enough GPUs for widespread inference,” Feldgoise says. 

That may give the U.S. some ability to potentially relax export controls in exchange for Chinese cooperation on establishing an international governance regime for AI. But exactly what that framework may look like is still an open question.

What is clear is that the mood has shifted dramatically, and Washington’s hostility to AI regulation has crumbled.

Ok, with that, here’s this week’s AI news.

Jeremy Kahn
jeremy.kahn@fortune.com
@jeremyakahn

Clarification, May 27: This story has been updated to clarify that Jacob Felgoise was suggesting that export controls were intended to delay China from obtaining military AI capabilities, not prevent it from acquiring strategically useful ones. Also the text has been modified to make it more clear when Feldgoise is being quoted directly and when the author is paraphrasing or adding explanation that does not reflect Feldgoise’s exact words.

Before we get to the news, a quick note: Join us on Thursday, May 28, for “Fortune 500 Europe: In Conversation with Tech Leaders,” a candid virtual exchange with senior technology leaders from Fortune 500 Europe companies, including Mars Pet Nutrition, Orange, Reckitt, and Saint-Gobain. The discussion will explore one of the most pressing questions organizations face today: how to turn AI investment into sustainable business value. Register your interest to attend and receive Fortune‘s editorial takeaways.

FORTUNE ON AI

Jury rules against Elon Musk in $150 billion lawsuit against OpenAI and Sam Altman—by Sharon Goldman

Exclusive: AI startup Viktor raises $75 million to put a virtual ‘coworker’ in Slack and Teams—by Beatrice Nolan

Parag Agrawal’s AI startup wants to pay publishers when AI agents use their work—by Beatrice Nolan

AI IN THE NEWS

Google and Blackstone strike $5 billion deal to build new cloud company. Google is partnering with asset management and private equity firm Blackstone to launch a new U.S.-based AI cloud company that will aim to compete with other so-called “neocloud” providers such as CoreWeave and Crusoe, the Wall Street Journal reports. Blackstone is putting $5 billion in equity into the new venture and will be the majority owner. The new company will use Google’s own AI chips, called tensor processing units, or TPUs, along with Google software and services. The company expects to bring 500 megawatts of capacity online by 2027 and scale toward tens of billions of dollars in total AI infrastructure investment. The new venture is the second big investment from BXN1, a new Blackstone unit that is overseeing the firm’s AI bets; it earlier formed a joint venture with Anthropic to help sell AI tools to companies.

Legendary AI researcher Andrej Karpathy joins Anthropic. Karpathy, who taught at Stanford, was one of the founding team at OpenAI, headed AI at Tesla for a time, and has a cult following among AI developers, is joining Anthropic, he said on X and the company confirmed Monday. Karpathy has been working on his own projects for the past several years, including producing educational content on AI. At Anthropic, he will be starting a team focused on using Anthropic’s AI model Claude to accelerate pretraining research, the company said in a statement.

OpenAI reorganizes its product teams ahead of likely IPO. OpenAI has put cofounder Greg Brockman in charge of overall product strategy as it aims to unify its offerings around an “agentic” AI future. The company is merging ChatGPT, Codex, and its developer API into a single core product organization, reflecting increasing overlap between consumer and enterprise tools. The shake-up also includes other leadership changes: Thibault Sottiaux, who had been leading Codex, will now lead core product and platform teams; Nick Turley, the former ChatGPT head, will now lead OpenAI’s enterprise products; Ashley Alexander, who had led health products, will now take the reins of the consumer product team. The move comes amid rising competition from rivals like Anthropic and Google and ahead of a potential IPO later this year. Read more from Wired here.

Meta moves staff to Applied AI roles amid pending layoffs. Meta is planning to shift more than 7,000 employees into new initiatives, including its Applied AI Engineering (AAI) division and other AI-focused teams, Reuters reported, citing a memo Meta Chief People Officer Janelle Gale sent to staff earlier this week that the news agency said it obtained. The reassignments and reorganization comes as the company is also preparing to cut about 10% of its roughly 78,000 employees as part of a broader restructuring to align the company more closely with AI-driven priorities. The restructuring and layoffs are expected to be announced on Wednesday.

AI21 Labs slashes staff, pivots to agents. The Israeli AI company, which had been building its own language models, is cutting more than 60% of its workforce—reducing staff from about 180 to 70—as part of a major restructuring and strategic pivot toward optimizing AI agents that may use third-party AI models. The shift follows the collapse of acquisition talks with Nebius, though the two firms have agreed to a commercial partnership. AI21 will stop selling standalone language models and focus on optimizing enterprise AI agents, betting this approach offers a more sustainable business model. Read more in trade publication CTech here

xAI promised to pay employees for tax data, but hasn’t. That’s according to a scoop from Bloomberg. xAI asked employees to submit their tax returns as training data for its Grok chatbot, promising a $420 payment and perks, but two months later those payments have not been made. The initiative was part of a push to improve Grok’s tax capabilities and compete with rivals like Anthropic and OpenAI, with the request later extended to employees’ friends and family. The missing payments have hurt morale inside xAI, which is already dealing with layoffs, management turnover, and a broader restructuring effort.

Analog Devices in talks to acquire AI chip company Empower. That’s according to an exclusive story in The Information that says Analog Devices is in advanced talks to acquire Empower Semiconductor for about $1.5 billion. Empower’s chips improve energy efficiency by delivering power directly within or beneath AI processors, reducing losses and stabilizing performance during heavy workloads. The deal reflects surging demand for solutions that handle the massive energy requirements of AI systems and would help Analog compete with rivals like Monolithic Power Systems.

EYE ON AI RESEARCH

Google launches its Co-Scientist tool and reports early successes. Google DeepMind today unveiled Co-Scientist, a multi-agent AI system built on its Gemini models that's designed to help scientists generate, refine, and test new research hypotheses. Detailed in a Nature paper, also published today, the tool deploys a coalition of specialized agents: one proposes ideas, another acts as a virtual peer reviewer, and a third runs what DeepMind calls a "tournament of ideas" inspired by its game-playing AlphaGo and AlphaStar systems. The system can tap web search and biomedical databases such as ChEMBL and UniProt, and even call on AlphaFold for protein-structure predictions.

Early results are striking. At Stanford, medical researcher Gary Peltz used Co-Scientist to identify an existing drug that could be repurposed to help treat liver fibrosis. In lab tests, the drug Co-Scientist blocked 91% of the responses that lead to liver scarring. Meanwhile, Calico Life Sciences, the University of Edinburgh, and the University of Cambridge have reported similar wins, including a novel hypothesis about the cellular stress response that was later confirmed in the lab.

Google is making the tool available to individual researchers through Gemini for Science and previewing an enterprise version with Daiichi Sankyo, Bayer Crop Science, and the U.S. National Laboratories' Genesis Mission. You can read in Google DeepMind's blog on Co-Scientist here

AI CALENDAR

June 8-10: Fortune Brainstorm Tech, Aspen, Colo. Apply to attend here.

June 17-20: VivaTech, Paris.

July 6-11: International Conference on Machine Learning (ICML), Seoul, South Korea.

July 7-10: AI for Good Summit, Geneva, Switzerland.

Aug. 4-6: Ai4 2026, Las Vegas.

BRAIN FOOD

Is interpretable AI crucial for AI safety, or a blocker to “superintelligence”?
That was the debate kicked off by “Roon,” the X handle of a member of OpenAI’s technical staff (widely believed to be Tarun Gogineni). “all else equal, companies and organizations that hand more of themselves over to machine intelligence will outcompete ones that demand the corrigibility and legibility tax of human oversight and human design,” he wrote.

This is, in essence, the problem presented by AlphaGo’s famous Move 37. To human Go experts, the move looked like a mistake. It turned out to be brilliant and a key to AlphaGo’s eventual victory. I have written about this dilemma in the context of using AI in business for Fortune before. See this story from 2019.

The debate kicked off by Roon’s post seemed to miss a few things. As some pointed out, if a system is that smart, it ought to be able to explain its reasoning. The counter to this is that human experts often do things instinctually and cannot always explain why they are doing them—they just know they feel like the right thing to do in that situation. But, at the very least, the AI ought to be able to provide humans with some kind of measure of how confident the AI is in its own decisions. (Google DeepMind used a confidence metric to help human biologists using its protein folding AI AlphaFold get a sense for when to trust the system and when to be more skeptical.)

The more interesting question might be around alignment—teaching AI systems to follow human values and not to act against human interests. Roon is correct that a kind of naive alignment that says the system should never override human instruction might in some cases produce sub-optimal results. But the idea of a system that tries to achieve some “greater good” by ignoring what humans say also seems like a fraught solution. (Mama knows best works for children. But are we willing to allow all of humanity to be infantilized in our pursuit of greater knowledge or more optimal solutions?) 

Fortune AIQ Special Digital Issue: The AI Economy

From global corporations to local entrepreneurs, artificial intelligence is changing the way businesses operate, compete, and succeed. Explore all of Fortune AIQ, and read the latest collection of stories below:

–After AI stole his clients, one Big Tech ghostwriter is using AI to get them back

–Outnumbered: At $4 billion ClickUp, a 3:1 agent-to-human ratio is rewiring work itself

–How a mom-and-pop car wash chain went from sticky notes to AI-powered operations that are upleveling every part of the company

–Solo founders are using AI to do the work of entire teams—but going it alone has limits

–How EarthRanger uses AI to help protect endangered species—and boost the wildlife tourism industry

–The smartphone’s days are numbered. Meet the device that could come next