Songs on the Security of Networks a blog by Michał "rysiek" Woźniak🔒 SSL Verified

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• ↓ Languages:
• ↓ Kiro AI¶
• ↓ Non-deterministic infrastructure management¶
• ↓ Complexity breeds risk¶
• ↓ To have AI and eat it to¶
• ↓ Complexity means cost and risk¶
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"According to Financial Times, Amazon Web Services experienced at least two minor outages in the final few months of last year, all caused by their internal “AI” tooling malfunctions. The article quoted one senior AWS employee describing them as “entirely foreseeable”."

"Amazon is going hard on slop generators. LLMs are extremely complex systems. And complexity creates real risk. I recently wrote about how the real danger of LLM-based tools is less about “autonomous” attacks, and more about introducing massive additional complexity, and thus additional risk, into existing systems."

"Based on FT’s reporting, one specific outage in December was directly caused by Amazon’s tool called Kiro AI, which unexpectedly deleted and re-created a whole environment from scratch."

"Recreating a whole production environment can be a valid engineering strategy in specific circumstances, but in this case it seems to have been surprising and the wrong action to take, reportedly causing a 13-hour outage."

Key Topics & Focus Areas for rys.io:

Languages:

Kiro AI¶

Non-deterministic infrastructure management¶

Complexity breeds risk¶

To have AI and eat it to¶

Complexity means cost and risk¶