Friday, November 6, 2026

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@aleabitoreddit

Serenity on X

Cyberoffense/defense is probably going to eat up a TON of compute and end up a continuous compute-intensive arms race. Even $AMZN CEO thinks cybersecurity would take up 20% of tokens consumed for the next year. It's literally a problem of how much you throw at compute for vulnerability discovery + model capability, from of my chats w/ Horizon3. And this is going to become a nation state issue, as seen with the implications already with PHP to vulnerabilities with banks/infrastructure from AI swarms. But people see this and throw money at $CRWD, $NET, and others, which I was saying was a bubble. If it's a compute issue, the economics go to the infra, from neoclouds to $NBIS to networking like $AAOI. We'll likely see swarms go wild from aggressor nation states in the next few years. And any country, whether that's Japan or EU that don't have their own capabilities might suffer severe damage. US spent $11T+ cumulatively (inflation adjusted) on Nuclear weapons and we're like ~$1.8T into the the "cyber-nuclear weapon" equivalent of that And this is not even including the endless other economic implications from AI in other fields from advancing cancer discovery to workforce automation with physical AI. It's hard to measure AI sustainability if $50K in compute spend from a foreign actor can take down $10B of your own infrastructure. AI has become a bipartisan national security issue, and even Democrats would not want China overtake the US in this field.
@StableBread

Fajasy on X

Toast's $TOST President and CFO Elena Gomez, who took it public in 2021, is leaving on December 31, the same day its CRO steps down to retire. She gave notice on October 28, and the board named SVP of Finance Michael Senno to succeed her the same day. Senno joined $TOST in 2022 after running investor relations at South Korean e-commerce company Coupang $CPNG, and his bio lists no prior CFO job. CRO Jonathan Vassil, who has led $TOST's sales since 2017, gave notice on September 28, and no successor has been named. The day after Gomez gave notice, the FTC and eight states sued $TOST, alleging the restaurant software and payments company hit customers with (1) hidden and unauthorized fees, (2) add-ons they didn't ask for, and (3) subscriptions that are hard to cancel. $TOST says the law the FTC sued under doesn't apply to negotiated business contracts, and it plans to fight the case in court. Nothing in the filings ties either exit to the lawsuit, and both executives stay on as employees into 2027, so I read the exits as planned, not forced. But two of $TOST's five executive officers leaving the same day, as an FTC fight starts, is a lot of change at once. None of the executive turnover shows up in the numbers yet: $TOST just reported its most profitable quarter ever, with $169M of net income and $240M of adjusted EBITDA, above its $210-220M guide. $TOST also raised its full-year EBITDA guide for the third time this year, to $840-850M from $775-795M in February. Hardware is still the soft spot: Its gross loss widened to $85M from $57M a year ago, and the $225M lost through September already tops all of 2025. Gomez said in May the memory-chip cost hit would be bigger in 2027 than in 2026, and Senno will own the 2027 numbers. At ~$32/share after hours, $TOST trades at ~20x this year's raised EBITDA guide, down from ~22x at $34/share in my August 10 update. With a new CFO, no named sales chief, and an FTC suit, I'd rather see three things before calling the exits a non-event: 1) Guide: Whether Senno's first, for FY2027 in February, is as conservative as this year's quarterly guides for 22-24% recurring gross profit growth, which $TOST beat with 27-28%. 2) Net adds: Whether net new locations stay above the 30,000/year my thesis needs without Vassil, after ~25,000 through September. 3) FTC: What the Q3 10-Q says about possible losses, and whether $TOST changes its contract terms.

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