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Stochastic Smart Talk, the DIY Platform Trap, and Strategic AI Not Spending - Related to your interests, Friday

Also: hardened images everywhere, quarterly Java patch tours, Wells Fargo’s complicated employment math, and a Highgate gravestone.

  • Silo busters - a unified platform needs a unified team - “This matters because it removes the structural excuse for fragmentation. When a single platform surfaces all the controls a unified team needs, there is no longer a technical reason to keep five separate teams in five separate rooms. The organisational argument for siloes collapses alongside the technical one.” // Using a platform to combat Conway’s Law and organizational friction caused by too many groups/silos.
  • Spring and Security In The Times Of AI - “In April, utilizing new scanning capabilities, we received an unprecedented 482 new security reports across 65 scanned projects. Of those 482 new reports, 370 came from our internal scanning capabilities and 112 came from the community. This means that even without the new scanning, we would still have seen a doubling of community reports compared to our already high number in March. While we clearly had an extreme spike in April’s reports, we do not expect reports to go back down to historic levels for a few months as the influx of AI-based reports continues (May had 72 community reports for example).”
  • Wells Fargo CEO: AI’s effect on employment is ‘complicated’ - ‘The CEO named auditing, testing, legal, contracts, patent filings, pitchbooks in investment banking and credit memos as a handful of areas across the company executives see room for AI to improve processes. “How much of that actually results in pure margin or return expansion is to be seen.” Scharf said, since competitors will be chasing similar AI goals, but it is “a net positive” for the company’s future expense base."’
  • Gartner Says CFOs Must Stop Mistaking Finance AI Deployment for Value Creation - “The clearest outcome so far has been efficiency. Among finance organizations that have adopted AI, 66% reported greater efficiency and productivity as a top benefit. Steecker urged CFOs to now look beyond productivity-led AI use cases and focus more directly on value creation. Finance’s lower grades are concentrated in implementation speed and analytics impact. Gartner found that 63% of finance organizations said AI implementation was slower than expected in 2025. Analytics-related use cases also remain difficult to convert into high impact, with financial forecasting and insight generation among the lowest-rated use cases.”
  • Anthropic’s Proposed IPO Will Change The Economics Of Enterprise AI - Eventually, you have to pay full price or the seller is insolvent.
  • How People Are Really Using AI in 2026
  • Retailers turn to AI for productivity, personalized shopping
  • Uber Caps Usage of AI Tools Like Claude Code to Manage Costs - “That means each employee’s AI spending cap is ~11% of that median compensation package.”
  • the solution might be cancelling my AI subscription - Getting things done can be addictive. The joy you get from finally being empowered to do things you previously could not is a feedback loop that must be controlled for some of us.
  • Why Hardened Images are Suddenly Everywhere - Why aren’t all images super-secure, or hardned?
  • 6 Enterprise MCP Adoption Best Practices - Things your platform should for AI.
  • The DIY platform trap that’s burning out engineering teams
  • Java Maintenance Engineering Shifts Focus on Quarterly Critical Patch Stabilization - From what I can tell, every core part of the software stack is stopping what they’re doing and taking care of the flood of new, AI-driven security issues.
  • Claude Mythos exposed a hard truth: Your enterprise patching process is way too slow - Prescriptive on the current “now more than ever” security freak out.
  • Remote work - not AI - is killing job prospects for the youth - > According to the Fed’s analysis, youth unemployment has risen significantly since the coronavirus pandemic, and hasn’t receded in the same way that unemployment numbers for older, more experienced college graduates has in recent years. The analysis notes that the prevalence of remote work has increased since COVID-19, and it believes those two trends have more than just a correlation. // “Our analysis suggests that these trends are related, with remote work making it more difficult for managers to train and mentor new employees,” the Fed said of its data. “Accordingly, companies may be reluctant to hire less-experienced workers in distributed work arrangements.”
  • taste - It is good to develop taste - opinions about what you like and don’t like. And then, it gets weird: an example of taste.
  • update on my use of Claude - " grew up spending a good deal of time with an older cousin of mine in Cullman, Alabama named Claude Basenburg. A hefty, hearty good ol' boy in overalls, with a wad of tobacco in his cheek. So when I visit claude.ai I don’t think of an omniscient counselor, I just envision my cousin from Cullman. It helps…. But in the end the results are very clean and, to me, _extremely_satisfying."

AI Summaries

I wanted to read these, but I didn’t make the time, so I asked the robot to summarize them.

Wastebook

  • ‘Stop thinking you’re better than me just because you know the word “stochastic."’ Here
  • If an algorithm makes people money, people will game it.
  • “According to his grave stone George Ross 1935-2011, was a Philosopher, Teacher, Physicist, Romanian and Nudist.” Here
  • “If it takes less than 2 minutes, do it before your brain schedules it for next year.” Here
  • You know I’m serious about something when I start a new Claude project. And dead-serious when I start generating podcasts for it.

ICYMI

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I still haven’t moved to buttondown.email, but I sure am thinking about it.

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