Each issue of our AI Testing Newsletter, condensed into a whitepaper: what AI vulnerability discovery is doing to product security, with the numbers and incidents that prove it. New issues publish regularly.
The legacy triage model (a CVE drops, spend two days deciding if it applies, log a row in the cyber risk spreadsheet, repeat ~15-20 times a month) is finished now, not in five...
The model is not the tool; the harness is the tool. The model provides reasoning and the harness turns reasoning into work against a real target, deciding which tools the model...
Running agentic AI pipelines on frontier models behaves like a casino: a paid B2B service where quality is neither guaranteed nor measurable, the operator can change the game...
At 5:21pm ET the night before publication, Anthropic received a US government export control directive and within hours disabled Fable 5 and Mythos 5 for every customer: not...
In 2025 FDA cleared 295 AI/ML-enabled devices, roughly 97% of them through 510(k), and most almost certainly did not perform the cybersecurity testing FDA's January 7, 2025...
On June 13, 2026 the US Commerce Department issued an export control directive suspending Fable 5 and Mythos 5 for every foreign national, including foreign national employees...
The Wall Street Journal covered the Fable 5 and Mythos story from the model arms-race angle, framing the Commerce Department's move as partly driven by concern that a...
On July 1, 2026 Anthropic redeployed Fable 5 globally, with Mythos 5 restored to its Project Glasswing partners, after Commerce lifted the export ban; Fable had launched June 9...
FDA finalized 'Content of Human Factors Information in Medical Device Marketing Submissions' on May 29, 2026, replacing the December 2022 draft, with a town hall set for July...
New issues are condensed into whitepapers here as they ship. For the full essays as they land, follow ELTON Cyber on LinkedIn.
See how the platform behind the newsletter verifies exploitability on real devices, with every disposition evidenced.