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AI

AI risk, regulation, and deployment commentary without hype cycles or doom-posting.

4 articles / 167 briefs / 171 total posts
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Read this beat in order

Start here if you want the site’s consistent AI position: governance becomes real only once the system is deployed, observed, and capable of being challenged under live conditions.

Step 1

Why AI Governance Frameworks Are Security Theater

/ 4 min read

The clearest statement of what Spoiledlunch rejects in enterprise AI governance.

Most enterprise AI governance frameworks are elaborate exercises in checkbox compliance that miss the actual risks. They’re designed to satisfy auditors and …
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Step 2

AI Governance Gets Real Only After Deployment

/ 2 min read

The main bridge from framework talk into runtime evidence, monitoring, and intervention.

The industry still talks about AI governance like the hardest part is agreeing on principles before launch. Recent work from NIST and OpenAI points to a different …
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Core threads

What this beat keeps arguing about

Questions

Start with the pressure points

  • What evidence can challenge the deployed system quickly enough to matter?
  • Where is the model being used, and where has dependency spread faster than oversight?
  • Who can intervene when the live system fails in a way the review board never modeled?
Brief

ABB AWIN Gateways

Summary: View CSAF Summary Successful exploitation of these vulnerabilities could allow an attacker to remotely reboot the device or …
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Brief

ABB Edgenius Management Portal

Summary: View CSAF Summary Successful exploitation of this vulnerability could allow an attacker to send a specially crafted message to the …
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Brief

ABB PCM600

Summary: View CSAF Summary Successful exploitation of this vulnerability could allow an attacker to send specially crafted messages to the …
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Brief

Where the goblins came from

Summary: How goblin outputs spread in AI models: timeline, root cause, and fixes behind personality-driven quirks in GPT-5 behavior. Why it …
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