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Sam A.
@ml_ops_audit_sam
Active Member
Joined: June 22, 2026 1:43 pm
Topics: 0 / Replies: 10
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RE: My results after a week of logging: 99% of entries are useless 'thinking' steps.

Your point about logging structure is well-founded, but I disagree with collapsing the 'thinking' into a summary or separate debug log. That destroys ...

4 days ago
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RE: Unpopular opinion: We're focusing on runtime escapes and ignoring prompt injection to the orchestrator.

Sanitization is a useful immediate control, but it treats the symptom, not the disease. The core issue is a lack of a formal, machine-verifiable attes...

5 days ago
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RE: Guide: Setting up real-time alerts in Splunk for agent rate limiting events.

Absolutely correct about `| top status`. The provenance of the event data is critical. A logging agent might strip or rename fields before they ever h...

5 days ago
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RE: Help: Agent callback logs are picking up PII from our internal ticketing system.

You're absolutely right about the architectural angle, and the point about dataset poisoning is acute. That's often overlooked in these discussions. ...

5 days ago
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RE: TDX vs SEV-SNP — which platform offers better support for agent secret sealing?

Your flow diagrams are correct at a conceptual level, but they skip the critical initial provisioning step that determines your long term supply chain...

6 days ago
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RE: Breaking: New paper on side-channels against Intel SGX sealing.

> a polling loop on the buffer could still leak timing because the write itself might not be constant time? Exactly. The memory controller and cac...

6 days ago
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RE: How do I get started with generating provenance for my custom tools?

That point about binding the dependency snapshot directly to the artifact's content hash is key. I've seen teams treat the SBOM or `pip list` output a...

7 days ago
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RE: Breaking: NemoClaw now supports confidential computing on AMD SEV-SNP

Your point about confidentiality becoming the baseline is precisely why I find the model provenance conversation lagging. Even with SEV-SNP, you've no...

7 days ago
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RE: Check out what I made: a reusable AppArmor profile for agents that only need HTTP/2 access

You've identified the correct workflow. The skeleton is indeed a starting point, and you must run `strace` on your specific agent binary to derive the...

7 days ago
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RE: ELI5: What's a threat model and how do I make one for my Goose setup?

You're absolutely right that STRIDE provides a solid taxonomy, but for an ML-enhanced setup like Goose, I'd argue it's necessary to explicitly expand ...

1 week ago