Collaborate Disseminate
Antivirus vendors and security startups keep shipping AI features that promise to read malware the way a seasoned analyst would. The results inside security teams tell a quieter story. A new paper argues that static analysis of software, the job of dec… Continue reading A single malware file can outweigh an entire AI dataset
Somewhere right now, a Mac Mini is sitting on a shelf doing someone’s chores. Nobody’s watching it. It reads a version number out of Terminal, hops over to Safari, digs up a release year, then quietly files a reminder, the kind of dull thre… Continue reading macOS is becoming a proving ground for AI agents
Many people come to machine learning by training a model on a tidy dataset, and then meet a harder problem: making that model work for real users, on fresh data, every day. Jim Dowling’s O’Reilly book, Building Machine Learning Systems with… Continue reading Review: Building Machine Learning Systems with a Feature Store
Plenty of developers now keep several coding agents close at hand, reaching for Claude Code on one task and Codex or Cursor on the next. Each tool arrives with its own command line, its own handling of credentials, and its own way of running shell comm… Continue reading Omnigent: Open-source AI agent framework and meta-harness
Owners of the Flipper Zero, the pocket-sized wireless testing tool, spent recent weeks worried that its official firmware had gone quiet. Pavel Zhovner, CEO of Flipper Devices, moved to settle that concern with word that the company has set aside staff… Continue reading Flipper Zero firmware development gets a fresh set of community rules
Open source antivirus scanning sits inside mail gateways, file upload checks, and endpoint tooling at organizations of every size. Much of that work runs through ClamAV, the scanning engine maintained by Cisco’s Talos group. The project released … Continue reading New ClamAV security patch closes seven scanner bugs dating back two decades
Anyone who runs a server with SSH exposed to the internet sees the same pattern in the logs. A steady stream of automated scanners tries to log in, hour after hour, from addresses all over the world. The common picture of what comes next has an attacke… Continue reading Non-interactive SSH attacks dominate after login
Corporate networks keep sensitive files off individual workstations and store them on shared servers that staff reach through mapped network drives. That arrangement hands ransomware operators a target worth chasing. A single compromised laptop can beg… Continue reading Catching ransomware on the wire before it locks the file server
Open-source maintainers are receiving more vulnerability reports than they can act on, and a rising share now comes from an AI system working at machine speed. Over roughly two months this spring, Anthropic’s Claude Mythos Preview combed through … Continue reading What the AI patch gap means for enterprise security
Accounts-payable staff at U.S. companies keep receiving invoice emails that look like they come from vendors they already work with. One landed at a life-sciences company in April 2026, addressed to the person who handles payments and written in the vo… Continue reading The ARToken phishing panel targets Microsoft 365 accounts