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Daniel Stenberg

Swedish software developer who created curl, the widely used data-transfer tool and libcurl library, and has led it as lead maintainer since 1996.

Current stories

buildOne report1 publisher

Anthropic's OSS Scanner routes Mythos findings to maintainers ahead of its own review queue

Anthropic's OSS Scanner sends maintainers Mythos findings before its researchers review them, with about 6,000 of 29,000-plus candidates triaged. The service is free and opt-in, and reports carry reproduction steps and proposed fixes where available.

Publishers:socket.dev

Reality

Evidence55
Adoption30
Hype gap+15
Incentives55
Confidence58
buildOne report1 publisher

AI slop at 20% of reports explains about 3 points of a 10-point fall in curl's confirmed rate

Curl ended its bug bounty in January 2026 after AI-written reports cut its confirmed rate below 5%, a dev.to post says. The post's own shares and rates explain only a small part of that drop.

Publishers:dev.to

Reality

Evidence35
Adoption
Not scored
Hype gap+35
Incentives35
Confidence40
buildOne report1 publisher

AISLE says its researchers found 18 of the 24 CVEs fixed in curl 8.23.0

curl 8.23.0 shipped 24 security fixes nine months after the project closed its bug bounty over low-quality reports. The explanation on offer, a human check before each submission, is one auditor's reading.

Publishers:dev.to

Reality

Evidence45
Adoption
Not scored
Hype gap+20
Incentives50
Confidence50
buildOne report1 publisher

Confirmed Claude-found open source bugs outnumber upstream patches 11 to 1

Anthropic's Claude flagged more than 29,000 candidate open source vulnerabilities in six months, and upstream projects have patched 516 of them. Maintainers praise the reports, but each fix still ships only as fast as the project that tests and releases it.

Publishers:thenewstack.io

Reality

Evidence55
Adoption45
Hype gap+15
Incentives60
Confidence55
securityConfirmed6 publishers

Anthropic sends unreviewed AI bug reports with proofs of concept to open source maintainers

Anthropic expects more than 90% of the unreviewed vulnerability reports its new OSS Scanner sends to open source maintainers to be real. Opt-in projects get findings faster and take on the work of catching the errors, such as wrong severity ratings.

Perspective Coverage

6 publishers
Builder
Builder 52%
Operator
Operator 37%
Investor
Investor 11%

Reality

Evidence60
Adoption35
Hype gap+15
Incentives70
Confidence62
buildConfirmed14 publishers

Google halts product reports to its open-source bug bounty after a flood of invalid AI submissions

Google stopped taking product vulnerability reports for its open-source bug bounty on October 1 after a flood of invalid AI-generated submissions. Any team that takes outside security reports faces the same imbalance, with reports now cheap to write and as costly as ever to check.

Perspective Coverage

15 publishers
Builder
Builder 41%
Operator
Operator 50%
Investor
Investor 9%

Reality

Evidence76
Adoption55
Hype gap+20
Incentives35
Confidence72
buildOne report1 publisher

curl's confirmed-vulnerability rate fell from above 15 percent to under 5 in 2025

The case that generated code fails without the usual warning signs comes from two practitioner accounts, while the only measured series is curl's inbound bug reports, and Daniel Stenberg stopped taking those in January 2026.

Publishers:dev.to

Reality

Evidence38
Adoption58
Hype gap+34
Incentives62
Confidence46
buildOne report1 publisher

Fabricated SQLite CVEs cleared NVD, CISA ADP and Red Hat before anyone ran the code

JFrog found that 54 of 55 advisories from one new GitHub account were machine-generated fiction. They reached enterprise scanners by the normal route, which is the problem.

Publishers:dev.to

Reality

Evidence55
Adoption45
Hype gap+15
Incentives60
Confidence48