Strategic Initiatives
12312 stories
·
45 followers

Ryan Cohen Wants to Work at eBay - Bloomberg

1 Share

LLM (google/gemini-3.1-flash-lite-20260507) summary:

  • Performative Career Management: the failed attempt to seize control of a public company through absurd attention-seeking stunts and vacuous acquisition offers represents a delusional approach to corporate advancement.
  • Failed Institutional Hostility: the inability of a minor shareholder to grasp basic takeover mechanics demonstrates a laughably transparent effort to bypass legitimate governance procedures through hollow vanity projects.
  • Absurd Executive Entitlement: the laughable insistence that a company's leadership should be surrendered based on little more than a bored activist's personal desires and performative social media presence highlights a profound lack of professional reality.
  • Opportunistic Regulatory Evasion: the strategic use of high-priced legal counsel and self-serving economic promises to dismiss credible fraud allegations exposes the ease with which geopolitical influence shields corporate actors from genuine legal accountability.
  • Systemic Corruption Normalization: the rebranding of alleged bribery as negotiable performance incentives illustrates the grotesque flexibility of global finance when faced with the trivial inconvenience of criminal law.
  • Parasitic Expense Shifting: the standard practice of forcing passive investors to finance the very legal teams working to negotiate against them highlights the inherent predation present in private equity fund structures.
  • Institutionalized Corporate Pillage: the transition of private equity firms into monolithic entities that continue to offload baseline operational costs onto captive clients exemplifies the unchecked greed typical of modern financial intermediaries.
  • Predictable Market Theater: the relentless cycle of hollow acquisitions, performative legal battles, and shifting fee structures confirms that the primary output of the financial industry is simply expensive, self-serving noise.

GameStop

The simple model of GameStop Corp.’s proposal to acquire eBay Inc. is:

  • Ryan Cohen, the chief executive officer of GameStop, thinks he should be the CEO of eBay.
  • That is not a job that you can apply for by filling out an application on the website. For one thing, eBay is a $50 billion public company, and public companies rarely hire new CEOs through cold outreach. For another thing, eBay has a CEO already and was not, prior to Cohen’s outreach, looking to replace him.
  • If you are an ambitious and energetic person, and you want your dream job, but the hiring manager is not returning your calls, you could always try stunts. You print your resume on a cake and send it to the company. You stand outside the hiring manager’s house singing a song you wrote about your qualifications. Or, in Cohen’s case, you (1) lob in a vague acquisition offer, (2) lay out how you’d cut costs and make eBay more valuable if you were in charge and (3) also auction your socks on eBay to pay for it. It’s that combination of demonstrating your commitment and qualifications, while also doing some viral nonsense to get noticed.

In the case where your dream job is being the CEO of a particular public company, and the company already has a CEO and is not returning your calls, there are two standard sorts of stunt you can pull:

  • You can do activism. You can buy some stock and send a letter to the board saying “I am a shareholder, I think current management is all wrong, and I would like to talk to you about my ideas.” (Your first idea is “make me CEO,” so you can implement your other ideas.) And then if the board says no, you run an activist campaign: You go out to other shareholders and try to get them on board with your ideas; if necessary, you run a proxy fight to vote out the existing board of directors and put your nominees in charge. And then your nominees make you CEO and you implement your plans. This requires a certain amount of money: You’ll be more credible if you own 5% of the stock than if you own 0.05%, though sometimes activists win campaigns with tiny stakes. But it mostly requires persuasiveness; it requires the ability to convince other shareholders that your plans for the company are better than management’s plans.
  • You can do a hostile takeover. You can go to the shareholders and offer to buy all their stock for more than the going price. If the stock is trading at $50, and you offer $70, and most of the shareholders don’t think current management can make the company worth more than $70, then they will sell to you. Then you will own the company, and you can fire the board and the CEO and put yourself in charge. This requires much less persuasiveness than the first option: The other shareholders don’t really care if your plans are any good, as long as you pay them $70 in cash. “This idiot is going to run the company into the ground but that won’t be my problem,” they might think. On the other hand, this requires much more money than the first option. You gotta pay everyone for their stock.

Elon Musk wanted to run Twitter, so he bought it. David Ellison wanted to run Warner Bros., so he bought it. In each case, the company’s board or shareholders or outside commentators might have thought “man I don’t know about this guy’s business plan,” but it didn’t matter: They offered cash, and the cash they were offering was more than the company was otherwise worth, so they got the company. But if they hadn’t offered cash, they would have had to offer a good business plan: They would have had to persuade the existing investors in those companies that their plans were better than existing management’s plans.

Cohen does not have anywhere close to enough money to buy eBay. That would cost $56 billion or so1; GameStop has perhaps $9 billion, and Cohen’s bankers might lend him $20 billion more.

That leaves him with activism. He has to send eBay’s board a letter saying “I am a 5% shareholder of eBay and would like to talk to you about my management ideas, including replacing your CEO with me.” And then eBay’s board has to say “no thanks,” because they think that the current management and strategy are good (they picked them!) and they are skeptical of Cohen’s out-of-nowhere proposal. And then Cohen has to go around making his case to eBay’s shareholders that he would be a better CEO than the current CEO. Which involves:

  • Laying out his plans for cutting costs and improving eBay’s business,
  • Pointing to his own experience — turning around GameStop, and before that building <a href="http://Chewy.com" rel="nofollow">Chewy.com</a> — as proof that he is qualified to lead eBay, and
  • Attention-getting stunts.

I should say that wacky stunts are not traditionally a big part of the activist playbook, but (1) Cohen is the CEO of GameStop, a meme-stock company with a lot of retail investors, so he arguably has some fiduciary obligation to his existing shareholders to do wacky stunts and (2) actually stunts are becoming a bigger part of activist investing. “You need social media and memes and zingers,” I wrote a while back about activist hedge fund Elliott Management getting into podcasting; “you need to fight for attention in a crowded media landscape.” I do not expect Paul Singer to auction his socks to call attention to an activist campaign, but there is a continuum.

Anyway, because everyone is mildly confused, and because he wanted to maximize attention, Cohen announced in his activist proposal in the form of an acquisition proposal, which was sort of hopelessly ill-formed. (He proposed an acquisition for cash he doesn’t have and stock he also doesn’t have.) And then this week eBay said “no thanks,” turning down the ill-formed acquisition proposal but also hinting that Cohen’s ideas for what to do as CEO of GameStop are bad. So now we are in the third phase, where Cohen gets to go around making his case to shareholders. The Financial Times reports:


Cohen wrote to eBay’s board chair Paul Pressler on Wednesday complaining that the company dismissed his $125-a-share unsolicited offer to buy the company “without engaging on its substance”, in an email seen by the FT. Cohen said while his request to meet eBay’s board of directors had been rejected, he planned to put the offer to shareholders. “[Ebay’s directors] should not dismiss a $125 per share proposal without engaging on its substance. The economics are clear and they are public. Ebay’s own shareholders deserve the opportunity to evaluate them,” Cohen wrote. … In his email to eBay, Cohen raised his own concerns about the reseller’s governance and executive pay packages, saying its CEO Jamie Iannone was paid $144mn over his six-year tenure despite overseeing a decline in eBay’s active buyer base. Cohen also noted Iannone had not purchased any eBay shares in the open market during his time as chief executive. By contrast, Cohen said he stemmed losses at GameStop — in large part because he has so much of his own money locked up in the company. “Ebay’s directors do not own eBay,” wrote Cohen. “They have presided over five years of net user decline.”

Right, no, the stuff about “a $125 per share proposal” and “the economics are clear” is a distraction; this is not actually about GameStop acquiring eBay. This is about Cohen becoming CEO of eBay, and he is making that case in normal activist terms: He owns more stock than current management does, current management has presided over decline, etc.

Cohen also did an interview with crypto influencer Anthony Pompliano laying out his thinking, which is pretty explicitly what I said above: This is not really an acquisition proposal, but rather a proposal to change the CEO (and also do a leveraged recap). Cohen says:


You can look at it as basically we’re giving them a special dividend for half … and then the other half they’re rolling into equity of the combined business that is going to be a lot more profitable. Because we’re going to focus on efficiency in the short term and in the long term and we’re going to focus on on revenue growth and I don’t get paid unless I build a much larger business and I want to turn eBay into something much larger. So, it’s the difference between a professional management team and board of directors versus an owner / operator leading it that doesn’t believe at all in work-life balance. ... They’re rolling into equity in a new business, or a combination between GameStop and eBay, that would be run by me. … So, it’s EPS accretive to both GameStop and eBay shareholders, and eBay shareholders continue to own the majority of a business that their earnings are coming from eBay except it’s run by someone frankly that gives a s***. Like that’s the big difference is I give a s*** and I’m going to do whatever it’s going to take.

And here he is on his personal ambitions (to be eBay CEO):


Cohen: I have always long admired eBay’s business and I didn’t want to be the CEO of GameStop. Actually when I sold Chewy, I didn’t really want to do anything for the most part and then I lasted like a few months and retirement wasn’t for me. But I’m very — eBay’s business is, I mean… Pompliano: That’s your white whale. Cohen: It’s eBay, it’s the one.

The Financial Times calls this “one of the most bizarre takeover sagas in years,” and I have called it a “fake takeover,” but now I think we might be looking at it wrong. This is a bizarre job application, a way to force eBay’s board and shareholders to consider Cohen’s desire to run eBay. Not even that bizarre, really: It is settling into a normal shareholder activist campaign, making the case that current management is misaligned and has presided over a decline in value, and that Cohen’s skills and experience and incentives and ideas would make him a better CEO. Sure it started with a nutty fake takeover offer, but you have to do something to stand out in a crowded attention environment.

Adani

In November 2024, the US Department of Justice and the Securities and Exchange Commission brought a weird fraud case against the Indian billionaire Gautam Adani. Basically the charges were that Adani Group executives paid some bribes to Indian state governments to buy solar power from Adani Green Energy Ltd., one of Adani’s companies. We talked about it at the time, and I pointed to three problems with the case:

  • From the charging documents, it was not even clear to me that anyone paid bribes. They paid “incentives,” which sounds like “bribes,” but there did not seem to be smoking-gun evidence that the incentives were paid to government officials (bad, bribes) as opposed to the governments (fine, rebates). An “incentive” like “we will pay your state utility company a rebate on the price it pays for power” is much better than an incentive like “we will give you a bag of cash if you sign this above-market power contract,” and the evidence seemed ambiguous about which was happening.
  • In any case, all of this stuff happened in India: Adani Green was an Indian company allegedly paying bribes to Indian officials for power contracts in India. The links to the US were tenuous, consisting mostly of the fact that Adani Green sold some dollar-denominated bonds in 2021, some of which were bought by US investors. The bonds were repaid in full before the charges were brought, so no US investors lost money.
  • The actual theory of how US investors were defrauded — the thing that made this a criminal case in the US — was that they were looking for good environmental, social and governance (ESG) investments, they thought Adani Green was a good ESG investment (it had “Green” in its name), and they were deceived (bribery is not good ESG). “Back in 2021,” I wrote, “this was a real thing. Investors wanted to be ESG. ... Pretending to be very ESG, while in fact (allegedly) being a solar power company that paid bribes, really was a way to defraud investors. But the fraud was less ‘you took their money and didn’t give it back’ and more ‘you took their money and didn’t give them what they really wanted, which was good ESG performance.’ That is the crime here.”

Again, I wrote that in November 2024, shortly after Donald Trump won the US presidential election. Back in 2021, ESG fraud was a thing; back in November 2024, it was a crime. I continued:


Not for long, though, maybe. … The Trump administration will presumably be anti-ESG and will sue companies for doing ESG stuff, not for falsely pretending to do ESG stuff. ... But for now, it’s illegal in the US for Indian companies to pay bribes in India.

Anyway! The New York Times reports:


Now, according to several people with knowledge of the case, the Justice Department is planning to drop the charges altogether. The reversal came after the Indian billionaire, Gautam Adani, hired a new legal team led by Robert J. Giuffra Jr., one of President Trump’s personal lawyers. Mr. Giuffra’s efforts on Mr. Adani’s behalf culminated in a previously unreported meeting last month at the Justice Department’s headquarters in Washington, according to people familiar with the meeting. Mr. Giuffra ticked through about 100 slides outlining why prosecutors lacked basic evidence, as well as the jurisdiction even to bring the case, one of the people said. Another slide also offered the government a sweetener: If prosecutors dropped the charges, Mr. Adani would be willing to invest $10 billion in the American economy and create 15,000 jobs, echoing a pledge he made in the wake of Mr. Trump’s election.

See, that’s an “incentive”!

Fund formation

One way to think of a private equity fund is that it is a sort of a company, owned by its investors (the limited partners in the fund) and managed by its managers (the private equity firm that sponsors the fund), which goes out and buys other companies. The company has expenses, and the limited partners — as the owners of the company — ultimately pay the expenses. (Who else would?) One of the biggest expenses is the fee that the fund pays to the managers (the sponsor) for managing the fund and finding the companies to buy, but there are others. The fund has to pay for lawyers and investment bankers to do the deals to buy companies. It has to pay for, like, photocopying to send out quarterly account statements to the investors. This stuff all costs money, and the fund pays for it.

Another way to think of a private equity fund is that the sponsor — the private equity firm, Apollo or KKR or Blackstone or whoever — is a company that goes out and buys companies, and the fund is just a bucket of capital that the sponsor uses to pay for the companies. The fund — the pool of money owned by the limited partners — is a sort of service provider to the sponsor; it offers the sponsor a product (money) that it can use for certain purposes. If the sponsor wants to spend $1 billion buying a company, that’s what the fund is for. If the sponsor wants to, like, take the limited partners out to a nice dinner, surely the sponsor should pay for that! The sponsor is the host; the LPs are the guests. The sponsor is making plenty of money (from its management fees); it can pay for dinner. The LPs provide financing for use in the sponsor’s business, but the sponsor runs its own business. The LPs are not going to pay for all of the expenses of the sponsor’s business.

That is: One view is that the private equity fund is a business and the sponsor is a provider of management services to that business; the other view is that the private equity sponsor is a business and the fund is a provider of financing to that business. Intuitively, the ordinary expenses of the business should be paid for by whoever’s business it is.

There is a similar sort of tension in hedge funds: Are the LPs in a hedge fund owners of a business who pay all of the business’s expenses, or are they investors in a pool that pays only fixed fees to the manager? Broadly speaking, the norm in hedge funds used to be that the LPs mostly paid fixed fees (classically 2% of assets and 20% of returns) and the hedge fund manager was responsible for its own costs, but in modern multi-strategy multimanager “pod shop” hedge funds, the norm is that the manager bills all of its costs — including notably salaries and bonuses but also, like, private jets and office art — to the LPs, who keep (80% of) whatever’s left over. This norm is still evolving, and there are occasional conflicts when hedge fund managers bill LPs for stuff they don’t think they should pay for.

And broadly speaking the private equity industry has had the reverse evolution: It used to be the norm that, of course, whatever money the private equity firm spent was billed to the LPs, because a “private equity firm” was like three guys with a Rolodex and the only money they could spend was the LPs’ money. But now a “private equity firm” is a gigantic institutional alternative investment manager with fancy offices and trillions of dollars under management, and it seems sort of churlish to bill the clients for dinner.

Or for negotiating the fund documents. The Financial Times reports:


The Institutional Limited Partners Association has taken aim at a protocol whereby investors in private equity funds pay the legal costs of buyout group managers as well as their own in negotiations over setting up the vehicles. “I challenge you to find an industry or an analogue where the . . . client or the customer is paying the cost of legal counsel negotiating against them,” said Jennifer Choi, chief executive of the ILPA, which represents pension and sovereign wealth funds. “[It] simply doesn’t make sense.” ... Private equity’s backers have paid for fund-related legal costs since the dawn of the industry, when fledgling buyout managers could not afford to contribute. But private equity has grown from managing less than $550bn in 2000 to around $8tn in 2022, the ILPA said in a new paper, meaning today’s large buyout groups “simply do not face the same financial obstacles that existed when the market was new”. ... The association pointed to the “fundamental inequity” whereby buyout firms selected counsel to the fund, which was “also typically outside counsel to the [private equity firm] itself”, but usually did not share that law firm’s rates with investors paying the bill. It said the “most equitable solution” would be for managers of multibillion-dollar vehicles to bear the costs of fund counsel, while fund backers paid for their own lawyers. But it called instead for capping a fund’s legal, administrative and compliance costs at whichever was lower of $10mn or 0.05 per cent of its target size, where fund backers were paying.

Here are the ILPA announcement and guidance paper. This is a pretty modest ask, not “the sponsor should pay all of the fund’s expenses out of its management fees” but rather “the sponsor should pay half of the fund’s formation expenses above $10 million.” If your model is “the sponsor runs a giant business and is asking investors for money,” it does seem weird to charge the investors for the lawyers who are asking them for money. But if your model is “the sponsor is a service provider advising the fund, which is owned by the investors,” then of course the owners of the fund should pay for the fund’s lawyers.

Incidentally, I want to take up that challenge “to find an industry or an analogue where the ... client or the customer is paying the cost of legal counsel negotiating against them.” The classic answer is public-company sell-side mergers and acquisitions, where (1) the target hires lawyers, (2) they negotiate against the buyer, (3) the buyer agrees to buy the target at a fixed price, often with only a vague idea of how much the lawyers cost and (4) the target sends cash out the door to its lawyers one microsecond before the deal closes, reducing the amount of cash that the buyer gets in the target. Effectively the buyer pays for the target’s lawyers, which means that the target’s lawyers bill a lot, the target has no incentive to constrain their costs and sometimes the buyer grumbles about it.

Things happen

Kushner Disappoints Mideast Clients Who Spent Millions Seeking Sway. Bessent Says US, China Discussing ‘Board of Investment.’ How to Build a Data Center in Space. Hedge Funds Are Making a Killing in the ‘Golden Age’ of AI Hardware. Revolut prepares to launch private bank as it woos wealthy. Volatility Hedge Fund QVR to Close After Losing 30% This Year. Davidson Kempner CIO Has ‘Uncontrolled Power,’ Ex-Partner Claims. Citadel tells key researchers to relocate from Hong Kong or quit. Private Credit, Retail Fraud Top SEC’s Enforcement Priority List. Dozens of Polymarket Bets Show Signs of Insider Trading, The Times Finds. Self-report fraud and walk free, New York prosecutors tell Wall Street. OpenAI Brings Its Ass to Court.

If you'd like to get Money Stuff in handy email form, right in your inbox, please subscribe at this link. Or you can subscribe to Money Stuff and other great Bloomberg newsletters here. Thanks!

    Read the whole story
    bogorad
    2 hours ago
    reply
    Barcelona, Catalonia, Spain
    Share this story
    Delete

    The Real Story of the OpenAI Case - WSJ

    1 Share

    LLM (google/gemini-3.1-flash-lite-20260507) summary:

    • Legal Challenge: elon musk is suing openai for breaching its initial nonprofit contract during its corporate restructuring
    • Regulatory Failure: attorneys general in delaware and california approved the transfer of charitable assets without required public accounting
    • Asset Transfer: the restructuring enabled the movement of significant philanthropic holdings into a private for profit enterprise
    • Financial Implication: taxpayers financed the growth of these assets through tax advantages intended for public benefit
    • Corporate Valuation: the entity grew from a nonprofit into a for profit corporation valued at nearly one trillion dollars
    • Governance Concerns: the nonprofit and the for profit subsidiary share identical leadership which compromises the independence of the charitable wing
    • Historical Context: past conversions of nonprofit health organizations required years of regulatory oversight to protect public interests
    • Future Risks: improper regulatory oversight sets a concerning precedent for the future structure of artificial intelligence companies

    BPC > Only use to renew if text is incomplete or updated: | archive.is
    BPC > Full article text fetched from (no need to report issue for external site): | archive.today | archive.vn
    image Dado Ruvic/Reuters
    Closing arguments in Elon Musk’s lawsuit against Sam Altman are scheduled for Thursday. Mr. Musk argues that OpenAI breached its founding contract as a nonprofit when it restructured itself as a for-profit enterprise. The real story is the way the attorneys general of Delaware and California allowed it to do so. They approved a transfer of billions of dollars in charitable assets—accumulated under public tax privilege, for public benefit—to private shareholders, with no public accounting of the value and only a perfunctory record of the terms.
    OpenAI was founded as a nonprofit in 2015. To attract capital, it created a for-profit subsidiary in 2019; Microsoft and others lined up to invest. To preserve the nonprofit’s charitable mission, returns to those investors were capped, and profits above the cap would flow back to the charity. In 2025, however, the cap was removed. The result is the largest transfer of charitable assets to private hands in American history.
    At the time of restructuring, the for-profit subsidiary was already the world’s most valuable private company, worth more than $500 billion. It’s fast approaching a trillion-dollar valuation. Microsoft’s stake is 27%; the nonprofit’s is—for now—26%.
    When a nonprofit “converts” to a for-profit, states ordinarily require the attorney general to make sure the charitable assets are carefully accounted for and paid for by their new owners. Standard practice requires an independent appraisal, public hearings with standing for affected parties, and an independent successor foundation that receives full value for the converted assets.
    The OpenAI restructuring had none of that. Neither attorney general held public hearings or published a valuation. Instead, they approved it with a six-page memo and a hope for the best.
    The real loser, as ever, is the taxpayer. When OpenAI organized as a 501(c)(3), it accepted the familiar terms applying to nonprofits: The organization wouldn’t pay tax on its surplus, and donors would deduct their contributions from their own taxable income. The underlying premise of the deal was that the assets accumulated under those terms must remain devoted to the charitable purpose for which the privilege was granted. In OpenAI’s case, that purpose was, by its own charter, ensuring that artificial general intelligence “benefits all of humanity.”
    It’s a lovely sentiment. Meanwhile, 10 years of tax-free compounding have turned hundreds of millions in deductible donations into private equity worth hundreds of billions. Taxpayers don’t even know how much they’ve lost.
    OpenAI’s president testified that the foundation “remains a nonprofit.” In name only. The nonprofit and the for-profit are controlled by the same people—seven of the nonprofit’s eight directors are voting members of the for-profit’s board.
    Nonprofit conversions are nothing new. Between 1991 and 2003, Blue Cross Blue Shield plans across the country attempted similar conversions. Some went well. Some were disastrous. California’s became a success, but only after the original deal was reversed. In 1993 Blue Cross of California transferred nearly all its assets into a for-profit subsidiary—the same move OpenAI made. The regulator initially approved a deal that valued the assets at less than 4% of their actual worth.
    It took more than three years of public pressure, multiple hearings, a dogged legislator and a regulator willing to reverse his predecessor to force a do-over. The public eventually got back more than $3 billion—a record at the time. The public stakes in the OpenAI case are hundreds of times as large.
    The next “nonprofit” AI company is being structured right now. Whether the public has any meaningful claim on what comes out of it shouldn’t depend on which billionaire wins in court. State attorneys general are supposed to ensure that charitable assets are used for charitable purposes. In OpenAI’s case, they didn’t.
    Ms. Chevalier is a professor of finance and economics at the Yale School of Management. Mr. Sanga is a professor at Yale Law School.
    Read the whole story
    bogorad
    15 hours ago
    reply
    Barcelona, Catalonia, Spain
    Share this story
    Delete

    [no-title]

    1 Comment

    %PDF-1.7 %���� 1 0 obj << /Metadata 3 0 R /Names 4 0 R /OpenAction 5 0 R /Outlines 6 0 R /PageMode /UseOutlines /Pages 7 0 R /Type /Catalog >> endobj 2 0 obj << /Author (Daniel Zheng; Ingrid von Glehn; Yori Zwols; Iuliya Beloshapka; Lars Buesing; Daniel M. Roy; Martin Wattenberg; Bogdan Georgiev; Tatiana Schmidt; Andrew Cowie; Fernanda Viegas; Dimitri Kanevsky; Vineet Kahlon; Hartmut Maennel; Sophia Alj; George Holland; Alex Davies; Pushmeet Kohli) /Creator (arXiv GenPDF \(tex2pdf:a6404ea\)) /DOI (<a href="https://doi.org/10.48550/arXiv.2605.06651" rel="nofollow">https://doi.org/10.48550/arXiv.2605.06651</a>) /License (<a href="http://arxiv.org/licenses/nonexclusive-distrib/1.0/" rel="nofollow">http://arxiv.org/licenses/nonexclusive-distrib/1.0/</a>) /PTEX.Fullbanner (This is pdfTeX, Version 3.141592653-2.6-1.40.28 \(TeX Live 2025\) kpathsea version 6.4.1) /Producer (pikepdf 8.15.1) /Title (AI Co-Mathematician: Accelerating Mathematicians with Agentic AI) /Trapped /False /arXivID (<a href="https://arxiv.org/abs/2605.06651v1" rel="nofollow">https://arxiv.org/abs/2605.06651v1</a>) >> endobj 3 0 obj << /Subtype /XML /Type /Metadata /Length 2095 >> stream endstream endobj 4 0 obj << /Dests 8 0 R >> endobj 5 0 obj << /D [ 9 0 R /Fit ] /S /GoTo >> endobj 6 0 obj << /Count 8 /First 10 0 R /Last 11 0 R /Type /Outlines >> endobj 7 0 obj << /Count 22 /Kids [ 12 0 R 13 0 R 14 0 R 15 0 R ] /Type /Pages >> endobj 8 0 obj << /Kids [ 16 0 R 17 0 R 18 0 R 19 0 R ] /Limits [ (Doc-Start) (subsection.6.2) ] >> endobj 9 0 obj << /Annots [ 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R ] /Contents [ 35 0 R 36 0 R 37 0 R 38 0 R ] /Group 39 0 R /MediaBox [ 0 0 595.276 841.89 ] /Parent 12 0 R /Resources 40 0 R /Type /Page >> endobj 10 0 obj << /A 41 0 R /Next 42 0 R /Parent 6 0 R /Title 43 0 R >> endobj 11 0 obj << /A 44 0 R /Parent 6 0 R /Prev 45 0 R /Title 46 0 R >> endobj 12 0 obj << /Count 6 /Kids [ 9 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R ] /Parent 7 0 R /Type /Pages >> endobj 13 0 obj << /Count 6 /Kids [ 52 0 R 53 0 R 54 0 R 55 0 R 56 0 R 57 0 R ] /Parent 7 0 R /Type /Pages >> endobj 14 0 obj << /Count 6 /Kids [ 58 0 R 59 0 R 60 0 R 61 0 R 62 0 R 63 0 R ] /Parent 7 0 R /Type /Pages >> endobj 15 0 obj << /Count 4 /Kids [ 64 0 R 65 0 R 66 0 R 67 0 R ] /Parent 7 0 R /Type /Pages >> endobj 16 0 obj << /Kids [ 68 0 R 69 0 R 70 0 R 71 0 R 72 0 R 73 0 R ] /Limits [ (Doc-Start) (cite.0@li2025lips) ] >> endobj 17 0 obj << /Kids [ 74 0 R 75 0 R 76 0 R 77 0 R 78 0 R 79 0 R ] /Limits [ (cite.0@lin2025goedelproverv2) (page.12) ] >> endobj 18 0 obj << /Kids [ 80 0 R 81 0 R 82 0 R 83 0 R 84 0 R 85 0 R ] /Limits [ (page.13) (subsection.5.3) ] >> endobj 19 0 obj << /Kids [ 86 0 R ] /Limits [ (subsection.6.1) (subsection.6.2) ] >> endobj 20 0 obj << /A << /D (cite.0@polya1954) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 448.343 373.648 456.28 386.141 ] /Subtype /Link /Type /Annot >> endobj 21 0 obj << /A << /D (cite.0@epstein1992) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 459.633 373.648 467.569 386.141 ] /Subtype /Link /Type /Annot >> endobj 22 0 obj << /A << /D (cite.0@lewkowycz2022minerva) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 254.116 285.579 262.277 298.071 ] /Subtype /Link /Type /Annot >> endobj 23 0 obj << /A << /D (cite.0@taylor2022galactica) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 457.6 285.579 465.761 298.071 ] /Subtype /Link /Type /Annot >> endobj 24 0 obj << /A << /D (cite.0@zimmer2026agentic) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 469.316 285.579 483.645 298.071 ] /Subtype /Link /Type /Annot >> endobj 25 0 obj << /A << /D (cite.0@feng2026) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 452.034 272.029 465.915 284.522 ] /Subtype /Link /Type /Annot >> endobj 26 0 obj << /A << /D (cite.0@romeraparedes2024) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 231 258.48 244.941 270.973 ] /Subtype /Link /Type /Annot >> endobj 27 0 obj << /A << /D (cite.0@novikov2025) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 248.967 258.48 262.909 270.973 ] /Subtype /Link /Type /Annot >> endobj 28 0 obj << /A << /D (cite.0@cemri2026adaevolve) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 401.679 258.48 415.621 270.973 ] /Subtype /Link /Type /Annot >> endobj 29 0 obj << /A << /D (cite.0@lange2025shinkaevolve) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 419.001 258.48 432.942 270.973 ] /Subtype /Link /Type /Annot >> endobj 30 0 obj << /A << /D (cite.0@hubert2025) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 252.392 231.382 266.382 243.874 ] /Subtype /Link /Type /Annot >> endobj 31 0 obj << /A << /D (cite.0@song2024leancopilot) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 354.872 231.382 368.862 243.874 ] /Subtype /Link /Type /Annot >> endobj 32 0 obj << /A << /D (cite.0@deltredici2025axprover) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 372.264 231.382 386.254 243.874 ] /Subtype /Link /Type /Annot >> endobj 33 0 obj << /A << /D (cite.0@harmonic2025aristotle) /S /GoTo >> /Border [ 0 0 0 ] /C [ 0 1 0 ] /H /I /Rect [ 150.607 217.833 164.973 230.325 ] /Subtype /Link /Type /Annot >> endobj 34 0 obj << /A << /S /URI /URI (<a href="https://arxiv.org/abs/2605.06651v1" rel="nofollow">https://arxiv.org/abs/2605.06651v1</a>) >> /BS << /W 0 >> /NM (fitz-L0) /Rect [ 12 251.52503 32 590.365 ] /Subtype /Link >> endobj 35 0 obj << /Length 10 /Filter /FlateDecode >> stream x�+� � | endstream endobj 36 0 obj << /Filter /FlateDecode /Length 4110 >> stream xڥZݓ���_1/�@�����㻋/q��ΕT�v��3�0v6}�K|-��ڪ! ����n��h���H~��vj��Фzg�(�������gad�H���IC&S=%j����I�^�����Y>�����Wߨ�s�ݛw�8KC�F"ޔ����tDIY��7ߍGa�-������ Ek>lj��Fo�v%�}��<�}���]l���;�~������H�Ӱ�V r⨈U�tƜܽ��+��~`�6x]uu*��W��o� �����đw��WG_E^����Y����\�`6��y��Ps��P�e�t�Zȑ)��

    Read the whole story
    bogorad
    2 days ago
    reply
    * **Core System:** ai co mathematician is a stateful workbench for mathematicians using agentic ai to support open ended research
    * **Workflow Support:** the system supports ideation literature search computational exploration theorem proving theory building and native mathematical artifacts
    * **Agent Architecture:** a project coordinator delegates work to parallel workstreams with specialized agents shared files and internal messaging
    * **User Interaction:** mathematicians can steer ongoing work refine goals inspect details and intervene when agents stall
    * **Uncertainty Handling:** failed hypotheses reviewer objections version history margin notes and unresolved issues are preserved and surfaced
    * **Early Results:** limited release users reported useful outcomes on open problems stirling coefficient conjectures and hamiltonian systems
    * **Benchmark Results:** the system scored forty eight percent on frontiermath tier four and exceeded gemini three point one pro in reported evaluations
    * **Limitations:** risks include flawed reviewer consensus endless revision loops hallucinated reasoning loss of user control and increased burden on peer review
    Barcelona, Catalonia, Spain
    Share this story
    Delete

    Behind the Boom in Psychiatric Medication - WSJ

    1 Share

    LLM (google/gemini-3.1-flash-lite-20260507) summary:

    • Diagnostic Broadening: mental health diagnoses are surging primarily due to expanded criteria rather than actual illness.
    • Financial Incentives: current federal mandates reward clinicians for frequent diagnoses and pharmaceutical interventions over alternative care.
    • Supplier Induced Demand: healthcare spending in mental health has tripled while population outcomes have failed to improve.
    • Subjective Limitations: psychiatry lacks objective biomarkers leading to the pathologization of ordinary human distress.
    • Uncontrolled Experimentation: widespread prescription of psychiatric drugs to young developing brains carries unknown long term risks.
    • Prescribing Cascade: economic structures encourage adding supplemental drugs to manage side effects rather than reducing previous prescriptions.
    • Administrative Bias: billing codes favor rapid pharmacological additions while providing minimal reimbursement for the time required to taper medications.
    • Systemic Reform: current policy mandates prioritize volume over efficacy and require fundamental restructuring to incentivize therapeutic rather than chemical interventions.


    By

    Adam Omary

    May 10, 2026 1:56 pm ET

    You may also like
    Up Next
    CheckboxEmbed code copied to clipboard
    Your browser does not support HTML5 video.
    0:00
    Paused
    0:00 / 19:38
    Federal regulations permit the drug to be dispensed by mail without a doctor's visit, but after an appeals court rules against that policy, Justice Samuel Alito halts any change until the Supreme Court can consider it. Plus, does mifepristone by mail present concerns that women might be privately coerced into taking it? Photo: Christopher Arbisi

    Health Secretary Robert F. Kennedy Jr. announced an initiative last week to reduce the overprescribing of psychiatric medications, especially among children. In what’s being called a national mental-health crisis, psychiatric diagnoses in almost every category are reaching all-time highs. The Centers for Disease Control and Prevention reports that autism now appears in 1 in 31 children, a 381% increase since 2000. Childhood attention-deficit/hyperactivity disorder diagnoses nearly doubled between 1997 and 2022. Childhood anxiety diagnoses rose 54% between 2016 and 2022. Past-year prevalence of any mental illness among adults reached 23.1% in 2022, with young adults at 36.2%.

    But much of the supposed surge in mental illness can be explained by a broadening of the American Psychiatric Association’s diagnostic criteria in recent decades and financial incentives for diagnosing more. The Mental Health Parity and Addiction Equity Act of 2008, extended by the Affordable Care Act in 2010, required health plans to cover mental-health services at parity with medical and surgical care. That addressed a genuine inequity in coverage, but made it so clinicians are paid more when they diagnose more cases.

    The result is what economists call supplier-induced demand. Ideally, increased spending on mental-health care would yield better mental-health outcomes. Instead we have seen the opposite. Between 2000 and 2021, mental-health care spending in the U.S. more than tripled, from $40 billion to $140 billion, while mental-illness rates grew almost as dramatically.

    Defenders of mental-health parity argue that spending and diagnoses are rising to meet previously unmet needs. But psychiatry is more subjective than other branches of medicine. No objective cutoff distinguishes ordinary worry from clinical anxiety, or grief from clinical depression. Findings are prone to distortion under the influence of nonpsychiatric factors.

    When the National Institute of Mental Health says that half of all American adolescents have experienced mental illness, that isn’t psychiatry advancing as a field. It’s the result of various incentives for pathologizing ordinary struggle.

    Wasteful spending and panic over a possibly nonexistent mental-health crisis would be bad enough. But psychiatric overdiagnosis creates an even more serious problem: overmedication. Roughly 1 in 6 American adults, an estimated 44 million people, are now on antidepressants. In young adults, those numbers are even higher. Thirty percent of college students take psychiatric medication, up from 9% in 2007.

    For adults with mental conditions resistant to therapy, psychiatric medication can be effective. But we don’t understand the long-term consequences of many psychiatric drugs, particularly on young brains. We are running a large uncontrolled experiment on the developing brains of millions of young people, and we won’t know the full results for decades.

    Meanwhile, the reimbursement architecture makes overmedication practically inevitable. Once a patient is on a drug, side effects are often addressed with a second drug rather than with a reassessment of the first. Clinicians call this the “prescribing cascade”: An antidepressant causes insomnia, so a sleep aid is added; a stimulant causes irritability, so a mood stabilizer follows. Each new prescription generates a billable visit, while tapering a patient off an ineffective drug takes time, monitoring and follow-up, which the billing system frequently doesn’t reimburse. Adding a prescription is the fastest, most reimbursable response at every stage of care.

    The new HHS initiative rightly recognizes the harms of overprescription and the potential for negative side effects from long-term psychiatric medication in young people. It includes new reimbursement for clinicians who help patients taper off drugs, a “Dear Colleague” letter urging informed consent and regular reassessment, and a technical expert panel to develop formal tapering guidelines this summer.

    These are sensible steps, but they don’t address the root cause. The fundamental problem is that federal law created an incentive structure that makes psychiatric medication the default for tens of millions of Americans who might be better served by therapy, lifestyle intervention or no clinical intervention at all.

    To get physicians to stop overprescribing, the institutions that shape their choices should offer a greater reward for prescribing sparingly. In addition to new billing codes for deprescribing, what’s needed is a serious examination of whether the coverage mandates and reimbursement structures the ACA put in place are producing the outcomes they promised.

    The mental-health system has improved over the past half-century. Effective treatments are more widely available, and people are more willing than ever to seek help. But the same mandates that have increased access to mental-health care have made overdiagnosis and overmedication the path of least resistance for a generation of clinicians and patients.

    Mr. Omary is a psychologist and a research fellow at the Cato Institute’s Center for Global Liberty and Prosperity.

    image Getty Images

    Copyright ©2026 Dow Jones & Company, Inc. All Rights Reserved. 87990cbe856818d5eddac44c7b1cdeb8


    Videos

    Read the whole story
    bogorad
    2 days ago
    reply
    Barcelona, Catalonia, Spain
    Share this story
    Delete

    OpenAI CEO Sam Altman Takes Stand in Elon Musk Megatrial - WSJ

    1 Share

    LLM (google/gemini-3.1-flash-lite-20260507) summary:

    • Legal Confrontation: sam altman testified in a trial regarding allegations from elon musk of charitable breach and unjust enrichment.
    • Financial Claims: musk is seeking nearly two hundred billion dollars in damages and the removal of altman from his chief executive role.
    • Alleged Manipulation: altman refuted claims that he stole a nonprofit entity while highlighting his pride in the development of openai.
    • Control Disputes: evidence presented suggests musk initially requested ninety percent equity in the company citing his own fame as the primary justification.
    • Donation Context: court data revealed that musk provided twenty-eight percent of early funding with other prominent donors contributing significant capital.
    • Cultural Criticisms: altman argued that the presence of musk damaged the organizational culture by imposing unsustainable performance expectations on researchers.
    • Structural Transition: the defense asserted that the pivot to a for-profit structure was a necessary maneuver to acquire the massive computing resources required.
    • Potential Conflicts: the proceedings highlighted that while altman lacks direct equity he maintains major financial ties to other tech startups linked to the lab.

    Updated May 12, 2026 1:00 pm ET

    Sam Altman, CEO of OpenAI, in a courthouse for Elon Musk's lawsuit.Sam Altman, CEO of OpenAI Manuel Orbegozo/Reuters

    OpenAI Chief Executive Sam Altman has taken the stand in the third and likely final week of Elon Musk’s blockbuster trial that could shape the future of artificial intelligence. 

    Altman kicked off his testimony by addressing Musk’s bold declaration at the start of the trial that Altman “stole” a charity.

    “It feels difficult to even wrap my head around that framing,” he said. “I’m very proud of the work that’s been done…I hope as OpenAI continues to do well, the nonprofit will do even better.”

    Musk is suing OpenAI and Altman for breach of charitable trust and unjust enrichment, claiming that the AI-lab giant manipulated him into giving tens of millions of dollars when it was a nonprofit, only for Altman to turn it into a for-profit company.

    Remedies that Musk is asking the courts to grant include removing Altman as CEO, among other requests, as well as up to $180 billion in damages to be paid out from OpenAI’s for-profit arm to its nonprofit parent.

    A revolving cast of the most important figures in Silicon Valley have testified in the Oakland, Calif., federal courthouse in the last two weeks, including a three-day testimony from Musk and a two-day testimony from OpenAI President Greg Brockman.

    Others who have taken the stand under oath include Shivon Zilis, former OpenAI board member and current romantic partner to Musk; Jared Birchall, longtime fixer for Musk; Microsoft Chief Executive Satya Nadella; and Ilya Sutskever, prominent AI scientist and OpenAI co-founder.

    Altman is expected to make the case to nine jurors that Musk wasn’t only initially supportive of OpenAI’s for-profit conversion but that he also requested unilateral control. OpenAI has called this lawsuit “Elon’s latest variant” in his efforts to slow OpenAI down and boost his own AI company, xAI, which is now owned by SpaceX.

    The OpenAI CEO testified on Tuesday that during early discussions to make a for-profit entity, Musk suggested he should have 90% of the equity, even though he was spending much less time on OpenAI than Brockman and Sutskever at the time. 

    According to Altman, Musk made the case that he should get majority control because he was “the most well-known.” Altman recalled Musk saying, “If I make one tweet about this, it’s instantly worth a ton.”

    Altman also sought to contextualize—and undermine—Musk’s contributions to OpenAI. Musk testified that he donated $38 million to OpenAI. During Altman’s testimony, a chart flashed on TV screens in the courtroom, showing other donors and gifts made to OpenAI between 2015 and 2020, including $30 million from Facebook co-founder Dustin Moskovitz and $20 million from Gabe Newell, a game developer. In total, Musk’s gifts made up 28% of all donations received in those five years.

    Altman also testified on Tuesday that Musk’s involvement had done “huge damage to the culture” of the AI lab, which included ranking engineers and scientists.

    “For a research lab where people need psychological safety and long periods of time to pursue an idea, this idea that you constantly have to show your results, and if they’re not good enough for a short period of time you’re gonna get fired, that really didn’t work for the kind of research we went on to successfully do,” said Altman.

    OpenAI has argued that it was necessary to convert to a for-profit company to secure the funding needed for computing resources, an issue Sutskever discussed Monday.

    The OpenAI CEO’s business conflicts are also expected to come up during his testimony.

    While Altman doesn’t currently own equity in OpenAI, he owns substantial stakes in startups that have signed major deals with the AI lab. Startups that Altman is a major investor in which are expected to come up include Helion, a nuclear-fusion company.

    Copyright ©2026 Dow Jones & Company, Inc. All Rights Reserved. 87990cbe856818d5eddac44c7b1cdeb8

    Angel Au-Yeung is a finance and technology reporter for The Wall Street Journal in San Francisco. She covers business leaders, startups and Silicon Valley culture. She has won several national awards for her work, including investigations into a Russian billionaire's ownership of dating app Bumble, the final months of the late former CEO of Zappos Tony Hsieh and the downfall of crypto-trading firm FTX.

    She is the co-author of "Wonder Boy: Tony Hsieh, Zappos and the Myth of Happiness in Silicon Valley," which was named one of the best business books of 2023 by the Financial Times and described by the New Yorker as "mandatory reading for anyone who is interested in big tech."


    Up Next


    Videos

    Read the whole story
    bogorad
    2 days ago
    reply
    Barcelona, Catalonia, Spain
    Share this story
    Delete

    SpaceX and Google Are in Talks to Launch Data Centers in Orbit - WSJ

    1 Share

    LLM (google/gemini-3.1-flash-lite-20260507) summary:

    • Corporate Collusion: google and spacex are negotiating partnership terms for rocket launches to facilitate orbital data center expansion.
    • Market Speculation: spacex is leveraging unproven orbital data center technology as a central narrative for its upcoming public listing.
    • Platform Dependency: google is exploring alternative launch providers while remaining financially entangled as a significant shareholder in spacex.
    • Project Suncatcher: the search giant intends to initiate satellite-based data testing by 2027 through a collaborative venture with planet labs.
    • Resource Arbitrage: the push for space-based computing claims to circumvent terrestrial constraints regarding land and energy availability.
    • Engineering Skepticism: industry experts continue to doubt the practical viability of the proposal due to complex technical and architectural hurdles.
    • Balance Sheet Manipulation: heavy infrastructure spending and aggressive consolidation are being employed to inflate company valuation ahead of the market entry.
    • Service Offloading: spacex is renting out excess computing capacity to competitors like anthropic even as it promotes its own internal data-center ambitions.

    Updated May 12, 2026 12:07 pm ET


    Elon Musk wearing a black SpaceX hoodie.Elon Musk says orbital data centers are the next frontier for his rocket company.  Matt Rourke/Associated Press

    Google GOOGL -0.83%decrease; red down pointing triangle is in talks with SpaceX for a rocket-launch deal as the search giant expands its own efforts to put orbital data centers in space, according to people familiar with the discussions. 

    A launch deal would put the two companies in partnership as they gear up to compete on orbital data centers, an unproven technology that SpaceX Chief Executive Elon Musk has said is the next frontier for his rocket company. 

    Google is also in discussions about a potential deal with other rocket-launch companies, one of the people said.

    The speculative technology has been at the center of SpaceX’s pitch to investors ahead of its planned public listing this summer, which is anticipated to be the largest IPO of all time. 

    Last year, Google announced its own plans to launch prototype satellites by 2027 as part of a moonshot initiative called Project Suncatcher. It’s working with another company, Planet Labs, to build those satellites.

    “We’ll send tiny racks of machines and have them in satellites, test them out, and then start scaling from there,” Google CEO Sundar Pichai said in a Fox News interview​ in November. “There’s no doubt to me that a decade or so away, we’ll be viewing it as a more normal way to build data centers.”

    Google was an early investor in SpaceX and owns 6.1% of the company, according to a regulatory filing. Google executive Don Harrison sits on the board of SpaceX.

    SpaceX didn’t respond to a request for comment.

    SpaceX is the leading commercial launch provider, which means anyone looking to launch satellites has to weigh working with the company. 

    The company last week announced a deal to sell Earthbound computing resources to the AI company Anthropic. As part of the agreement, Anthropic expressed interest in working with SpaceX on orbital data centers. Earlier this year, SpaceX filed an application with a federal regulator to launch up to a million satellites for its orbital data-center ambitions.

    Many industry leaders see orbital computing as a solution to the limitations of Earthbound data centers, which require swaths of land and power. These data centers are designed to be powered by solar panels, eliminating the power constraint faced by data centers on Earth, and one of the major ecological issues with the emerging technology. But there are also major engineering challenges that have made some industry experts skeptical about their feasibility.

    SpaceX made its name as the world’s leading private launch provider, sending NASA astronauts to the space station and launching thousands of satellites as part of its Starlink internet constellation. It also sends satellites to space for paying customers. 

    As it prepares to go public, SpaceX has struck a number of deals that have rewritten its balance sheet. Some helped Musk consolidate his companies, including its acquisition of xAI, which valued the combined company at $1.25 trillion. SpaceX also announced a close partnership with the AI coding startup Cursor. As part of the deal, SpaceX secured the option to acquire Cursor for $60 billion later this year. It has separately announced billions of dollars in planned infrastructure spending.

    For its deal with Anthropic, SpaceX will supply 300 megawatts of new computing capacity, using more than 220,000 Nvidia GPUs, by the end of May.

    Copyright ©2026 Dow Jones & Company, Inc. All Rights Reserved. 87990cbe856818d5eddac44c7b1cdeb8

    Becky Peterson is a Pulitzer Prize-winning reporter for The Wall Street Journal, where she covers Tesla and Elon Musk from New York. She previously reported for the Information covering Musk's greater empire, including rocket company SpaceX and AI startup xAI. She started her career at Business Insider covering tech, M&A and venture capital from San Francisco.

    Becky was part of the Journal team that won the 2025 Pulitzer Prize in National Reporting for coverage of Musk. She also has been recognized by the Society for Advancing Business Editing and Writing for her work covering Tesla, Google and the tech IPO market at the Information.

    She graduated from New York University with a master's degree in media, culture and communication, and the University of California, Davis with degrees in philosophy and technocultural studies.

    Berber Jin covers startups and venture capital out of the Wall Street Journal's San Francisco office. His articles focus on the money and people powering Silicon Valley, with a recent focus on artificial intelligence. He previously covered the same topic for the Information, where he won a Best in Business award from the Society for Advancing Business Editing and Writing.

    Berber is originally from Scarsdale, N.Y., and graduated from Stanford University.


    Up Next


    Videos

    Read the whole story
    bogorad
    2 days ago
    reply
    Barcelona, Catalonia, Spain
    Share this story
    Delete
    Next Page of Stories