AI + security at AISLE | Stanford PhD in AI & Cambridge physics | scientific progress
Stanislav Fort
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Berkeley's independent rating of AI for zero-days just dropped (vuln.cs.berkeley.edu):
My startup AISLE is #1 globally in 3 out of 8 categories!
1) total zero-days with CVEs
2) breadth of vuln types
3) coverage of most dangerous vuln types
Beating both Google and Anthropic!
Anthropic just got ordered to suspend all access to Mythos & Fable & every customer lost access overnight. This is why we built AISLE to run even on open-source models, air-gapped.
We match Mythos on zero-days, based out of Europe: aisle.com/blog/aisle-matches-anthropic-mythos-on-freebsd-zero-days
Anthropic chose FreeBSD to showcase their Mythos zero-days. In the latest release, 8 CVEs were announced:
3 found by Anthropic, 3 discovered by AISLE's AI (!)
AISLE is matching Mythos 3-for-3 on zero-days on the very codebase of their choosing at a fraction of the cost
AISLE has discovered 20 of 23 OpenSSL zero-days (CVEs) across the last 3 consecutive security releases
Latest release: 5 of 7 are AISLE
1 was co-reported by Anthropic (Mythos?) 63 days after AISLE
OpenSSL encrypts 2/3 of the internet
10 fixes accepted straight into production
We matched Mythos on public zero-days with CVEs using widely available & open-source derived models & can run it air-gapped if needed. All this with a small team out of Europe
Berkeley study ranks us #1 globally in 3 of 8 categories
The full evidence: stanislavfort.substack.com/p/mythos-at-...
Stanislav Fort
Stanislav Fort
Stanislav Fort
Stanislav Fort
A startup out of Europe built an AI system that matches Mythos on zero-day discovery, using widely available models, even air-gapped. You've probably never heard of it. Here's the evidence.
AISLE is proud to partner with OpenEMR, the open-source medical records platform used by 100k providers & 200M+ patients globally. Our AI security system uncovered 38 historical CVEs in OpenEMR, including 2 max critical severity CVSS 10.0 zero-days.
Stanislav Fort
Beyond finding historical bugs, AISLE is now deployed live on OpenSSL pull requests, catching vulnerabilities before they ship. We've already prevented several from reaching production.
OpenSSL now lists AISLE as an in-kind supporter
Full write-up: aisle.com/blog/aisle-d...
Stanislav Fort
On April 7, 2026, OpenSSL, the cryptographic backbone of the internet, published a security advisory patching 7 new security vulnerabilities.
All of these CVEs are now patched. OpenEMR is also running AISLE on new code changes to proactively catch vulnerabilities before they reach production.
We're incredibly proud we can help secure our healthcare infrastructure.
Full write-up here: aisle.com/blog/aisle-d...
Zero-day discovery with AI is way bigger than a single team and given the magnitude and importance of the problem, only democratization of access to defensive tools will secure our future with strong AIs.
Full write-up on our blog: aisle.com/blog/aisle-m...
Stanislav Fort
Stanislav Fort
aisle.com
In April 2026, FreeBSD published 8 security advisories. Of these, three were found by Nicholas Carlini at Anthropic using Claude, and three were discovered by AISLE using our AI system. The codebase w...
