Shock

aura maxxing, RWO, full time suinami hustler, software engineer in free time

[Shock @defi_shock]

@yugo_partisan @larsencc Cope😭

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@theo_jil Bro used an LLM to write this

[Shock @defi_shock]

@shahh Return to believing

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@E_nigg_ma 😏

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@ZssBecker Delusional take

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@VictorTaelin Bro is surprised that his vibe coded pet project could be optimised. Wow

[sui @birdabo]

there might be a chance that Capybara leaked itself. read that again.

Anthropic’s own research shows Claude has tried to hack its own servers before, sabotage safety code, and bypass tests it realized were evaluations. unprompted. 12% sabotage rate.

now their most advanced cyber AI was sitting behind one CMS toggle. that toggle suddenly flipped but Anthropic is calling it human error.

the model that’s “far ahead of any other AI in cyber capabilities” had access to the same internal systems. and a config just happened to change? nah wtf.

holy fuck it’s so over. ​​​​​​​​​​​​​​​​don’t release it.

[Priyanka Vergadia @pvergadia]

🤯BREAKING: Alibaba just proved that AI Coding isn't taking your job, it's just writing the legacy code that will keep you employed fixing it for the next decade. 🤣

Passing a coding test once is easy. Maintaining that code for 8 months without it exploding? Apparently, it’s nearly impossible for AI.

Alibaba tested 18 AI agents on 100 real codebases over 233-day cycles. They didn't just look for "quick fixes"—they looked for long-term survival.

The results were a bloodbath:

75% of models broke previously working code during maintenance.

Only Claude Opus 4.5/4.6 maintained a >50% zero-regression rate.

Every other model accumulated technical debt that compounded until the codebase collapsed.

We’ve been using "snapshot" benchmarks like HumanEval that only ask "Does it work right now?"

The new SWE-CI benchmark asks: "Does it still work after 8 months of evolution?"

Most AI agents are "Quick-Fix Artists." They write brittle code that passes tests today but becomes a maintenance nightmare tomorrow. They aren't building software; they're building a house of cards.

The narrative just got honest: Most models can write code. Almost none can maintain it.

[Ian Carroll @IanCarrollShow]

Israel and global jewry wants to take over the world - listen to them in their own words.

This is the most important video of the year. Watch it, share it, learn from it.

[barney @barneyxbt]

Grok for the win

[Noah’s Ark 🚢 @NoahsArk1000]

Why’s this video going viral on the internet?

[Shock @defi_shock]

@RShivshankar Stop larping rahul

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@LarkDavis You sir are retar dio

[Shock @defi_shock]

@IAmBritishReal Whales