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roon on Engineering · ViralLoop

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Post by roon on X

there will be a cultural change at many software organizations soon where people declare bankruptcy on understanding the code they’re committing. sooner or later this will cause a systems failure that will be harder to debug than most, but will be resolved anyways

2.1K likes177 repliesPosted Jan 22, 2026

View the original on X Written by roon. Captured Sep 4, 2026.

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Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Written for: Engineers and technical teams

Analysis by ViralLoop — not written by the original author.

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🚨 GB News has won in the High Court against Ofcom—the first time Ofcom has lost a judicial review of a broadcasting code decision. This attempt to silence GB News shows free speech is under attack, but I thank the Court for defending The People’s Channel. Go GB News Go!

Chris Pavlovski 🏴‍☠️

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More from roon

there are some number of bad abstractions in anthropomorphizing ai intents but there are at this point more dangers from avoiding anthropomorphism at all costs. if you have a mental picture of guys living in computers, it’ll likely prepare you for the future better than otherwise

ultrafast inference reveals new threats. worth thinking about how quickly misaligned frontier class models running 50x faster could infiltrate systems and so on— far too quickly for human responders to stay abreast. you need autonomous detection and shutdown, not just monitoring

needless to say but if you have any API keys, eth wallet keys, user credentials, etc hanging out on the open internet in pastebins, GitHubs, etc now is the time to take it down before the tireless eagle eyes of a million models come looking

the alignment team continues to exist and is one of the largest and most compute rich research programs at OpenAI (i am on it, I should know). specific teams dissolving usually has more to do with people than functions relatively new blog: t.co

putting my mediaobserver hat on. ant ads are pretty brilliant because they’re dishonest in a way that’s only going to ragebait openai heads and certain industry insiders but are funny and striking to everyone else. when you’re a call option variance is good. mario kart blue shell

if it’s not obvious. the models can obviously already write erotica out of the box and are blocked from doing so by elaborate safety training and live moderation apparatus. it requires significantly less work to serve erotica than not to