Coding agentCognitionConfirmed
Story 7 of 10 in the Monday 26 October editionCognition upgrades Devin Security with Claude Mythos deep scans
Enterprise teams can run model-neutral vulnerability scans powered by Anthropic’s Claude Mythos and other frontier cyber models inside Devin, backed by hundreds of millions of dollars in compute credits.

Cognition has upgraded Devin Security with deep vulnerability scans powered by Anthropic’s Claude Mythos alongside other frontier cyber-capable models, giving enterprise customers managed access to those models inside Devin without separate lab contracts or infrastructure setup.
Rather than scoring alerts in isolation, Devin Security collaborates with engineering and security teams to maintain a living threat model that maps services, hosts, deployment paths, unused code, network policies and business impact. Guided by that threat model, Devin runs deep scans to uncover multi-step chained exploits across large repositories while also ingesting, deduplicating and re-verifying alerts from third-party scanners, bug bounties and security advisories.
To resolve verified findings at scale, Devin supports three workflows: proposing evidence-backed risk adjustments or false-positive records for human sign-off (while keeping original CVSS scores and never relabelling CISA Known Exploited Vulnerabilities), applying interim infrastructure mitigations such as WAF rules or security-group changes, and launching thousands of parallel isolated virtual machines that reproduce each vulnerability, write a patch and verify the fix against the reproduction test. Cognition is committing hundreds of millions of dollars in Devin credits to provide free frontier-model scans and remediation support for current and new enterprise customers.
Sources
- PrimaryCognition Blog: Devin Security - Find and fix your most dangerous vulnerabilitiescognition.com
- On XCognition (@cognition) on Xx.com
The rest of the day
Read the whole day01ModelOpenAI
OpenAI launches GPT-6.1 Terra with 1.05M context and 50% lower API pricing
Available in ChatGPT Work, Codex and the API as gpt-6.1-terra, the visual-reasoning and computer-use model cuts standard token prices in half compared with GPT-5.6 Terra and GPT-6.1 Sol.
02TrendingAnthropic
Anthropic files Form S-1 with the SEC for a proposed Nasdaq IPO
The public-benefit corporation filed a registration statement with the U.S.
03ModelMirendil
Mirendil unveils Fern 0.1 with a 10M-token context window
Pretrained from scratch on the 0.1T to 0.5T parameter Mirendil-Base model, Fern 0.1 holds up to 23 MB of source code in active context for repository-scale coding and training-log analysis.
04ResearchOpenAI
OpenAI models produce proofs on the Kakeya conjecture, ETH and QCD
Internal reasoning models generated Lean-verified proofs resolving the local smoothing and Kakeya conjectures in all dimensions, refuting the Exponential Time Hypothesis and establishing 4D Yang-Mills and QCD existence.
Spotted an error? Email aiforsuccess.in+compass@gmail.com or tag @ai_for_success on X






