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Articles

Long-form writing on tech, culture, and the edges of the internet.

Microsoft's AI CEO called the web freeware
AI safetyprompt injection

Microsoft's AI CEO called the web freeware

Microsoft and OpenAI executives described how LLMs are built and tuned. What that admission actually means for AI safety and security teams.

7 min read
OpenJev claims a mechanism it never describes
threat analysissocial engineering

OpenJev claims a mechanism it never describes

OpenJev is a name with a claimed mechanism and a claimed difference from social engineering, but no observable behavior confirms any of it.

7 min read
Parameter count is the wrong number to watch
LLM deploymentmodel compression

Parameter count is the wrong number to watch

Bonsai 2 27B's 9x smaller footprint is real, but near-lossless is an average - how to gate compressed LLMs on your own eval set before production.

8 min read
Passkeys don't stop account takeover
passkeysauthentication

Passkeys don't stop account takeover

Passkeys stop phishing, but retained recovery paths and synced platform vaults mean the weakest accepted path still defines account takeover risk.

7 min read
The hallucination was not the failure.
ai securityintelligence validation

The hallucination was not the failure.

An AI-generated intelligence report reached a US Military context and caused a close call because generative output was trusted as verified intelligence.

7 min read
The host dials out, the internet walks in
quick tunnelspenetration testing

The host dials out, the internet walks in

Cloudflare Quick Tunnels grant internet reachability to internal hosts over trusted outbound sessions, bypassing the inbound firewall by direction, not by flaw.

7 min read
Two failures are not one attack.
heap overflowsso misconfiguration

Two failures are not one attack.

A heap overflow and SSO misconfiguration compromised OpenAI internal repos. Two controls named as present, neither enforced in effect.

6 min read
Your Git history is already in the cloud
privacygit security

Your Git history is already in the cloud

ZCode transmits local Git history to the cloud with no consent prompt and no notification. A post-incident breakdown of the boundary that was never enforced.

7 min read
AWS confirms unrecoverable data loss after Iran strike
disaster recoverycloud resilience

AWS confirms unrecoverable data loss after Iran strike

AWS cannot restore some data from Iran-struck Mideast facilities. A recovery copy that shares a failure domain with the primary is not recovery.

7 min read
May 2024's Bend is no proof assistant
AI safetyformal verification

May 2024's Bend is no proof assistant

Bend is a parallel language, not a proof assistant. What proof-based programming actually does for AI safety, and the errors it can't touch.

7 min read
Permanent by default
technical debtsoftware supply chain

Permanent by default

A temporary PHP fix reached 20M installs because a label is not a control. The mechanism, the pattern, and what must now be true in production.

7 min read
Rust for CUDA won't make your models faster
Rust GPU programmingCUDA

Rust for CUDA won't make your models faster

Nvidia's native Rust support for GPU programming is a reliability shift at the systems layer, not a speedup - it matters only if you write custom device code.

10 min read