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Why Companies Don't Fix Vulnerabilities: The Math Is Brutal

Change Healthcare's Citrix portal had no MFA. Equifax had a free patch three days before they were breached. Companies don't fix vulnerabilities because the expected-value math, run honestly, genuinely points at inaction, and every breach press release that reads the same is what that math actually produces.

Tech Talk News··11 min read

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Knowledge Collapse and Cognitive Debt: Two MIT Papers on AI
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Tech··12 min

Knowledge Collapse and Cognitive Debt: Two MIT Papers on AI

Daron Acemoglu's new MIT paper proves there's an optimal AI accuracy, and it's not 100%. The knowledge-collapse equilibrium hinges on one parameter: how elastic human effort is. A separate MIT EEG study and three behavioral RCTs say it's elastic enough to worry about.

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Why YC Dropped Delve, and What It Says About YC Now
New
Tech··11 min

Why YC Dropped Delve, and What It Says About YC Now

In September 2025, Garry Tan called Delve a top YC startup. Six months later, YC quietly asked them to leave. The Delve scandal isn't really about Delve. It's about what happens when YC's trust network, the thing that's actually the product, gets stress-tested.

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pnpm vs npm: The Real Reason to Switch Isn't Speed
Tech··11 min

pnpm vs npm: The Real Reason to Switch Isn't Speed

Most pnpm vs npm comparisons lead with install times. They're missing the point. npm's flat node_modules silently lets your code import packages you never declared, and the bug only surfaces in production. pnpm refuses to lie to you.

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GPT-5.5 vs Claude Opus 4.7: Where Each Actually Wins
Tech··9 min

GPT-5.5 vs Claude Opus 4.7: Where Each Actually Wins

GPT-5.5 landed a week after Claude Opus 4.7, both claiming top of leaderboard. The category scores tell a cleaner story. The two models split coding work down the middle, and the split holds across independent harnesses. Pick by task, not by top-line score.

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John Ternus Is Apple's Next CEO. The Real Story Is AI.
Tech··10 min

John Ternus Is Apple's Next CEO. The Real Story Is AI.

Apple named John Ternus CEO on April 20, 2026. The press called it smooth succession. The sharper read is that Apple already conceded its AI strategy in January with a $1 billion a year Gemini deal, and Ternus is the CEO you pick to ship that concession cleanly.

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UT Austin's 'AI-Native' Hospital: What That Actually Means
Tech··10 min

UT Austin's 'AI-Native' Hospital: What That Actually Means

UT Austin just pledged $750 million for what it's calling the first 'AI-native' hospital, opening 2030. The press release says almost nothing about what that means. Trade-press coverage the same day named five specific systems. Whether the bet is real turns on the gap between them.

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