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More alerts are making your team slower, and an outcome-based SOC fixes that

In this Help Net Security video, Thom Langford, EMEA CTO, Rapid7, explains why piling on more security alerts makes a SOC slower to respond. Attackers log in with stolen credentials and use trusted tools like PowerShell instead of custom malware. He shares a case where attackers called a help desk, reset a privileged cloud account, and exposed thousands of passwords in three minutes. Ransomware groups can go from access to payload in under three hours. … More → The post More alerts are making your team slower, and an outcome-based SOC fixes that appeared first on Help Net Security.
http://news.poseidon-us.com/TTcbBV

A forensic tool for backdoored code completions in AI assistants

Developers lean on AI coding assistants for a growing share of their daily work, letting the tools predict the next few lines and accepting many suggestions with a quick glance. Those tools learn from large collections of code, and some of that code can be tampered with before training starts. A poisoned example teaches a model to write insecure code when it sees a certain cue, and the flaw sits quietly until the right prompt … More → The post A forensic tool for backdoored code completions in AI assistants appeared first on Help Net Security.
http://news.poseidon-us.com/TTcbB8

Nearly half of open-source AI projects never reach production

Open models are moving into production across more organizations, and the work of securing those deployments increasingly extends beyond the model weights. Mozilla’s The State of Open Source AI 2026 identifies deployment, governance and operational tooling as persistent obstacles as model capability improves. Open source AI in 2026, in four numbers. (Source: Mozilla) “Without investment in the infrastructure, tooling, and governance around open models, we risk locking in a system where only restrictive, closed AI … More → The post Nearly half of open-source AI projects never reach production appeared first on Help Net Security.
http://news.poseidon-us.com/TTcWsx

Dems push back against SBA’s plan to overhaul 8(a) eligibility determinations

Senators claim SBA’s proposed revision “ignores present-day barriers that entrepreneurs from minority and underserved communities face.”
http://news.poseidon-us.com/TTcThy

Command, Communication, and the Preservation of Safety Culture: Lessons from the Blue Angels’ 2026 Pensacola Flyover

How Elite Organizations Reconcile Tactical Accountability with Strategic Communication in High-Reliability Environments Command, Communication, and the Preservation of Safety Culture: Lessons from the Blue Angels’ 2026 Pensacola Flyover On July 15, 2026, what began as a routine arrival for the U.S. Navy Flight Demonstration Squadron’s annual “Breakfast with the Blues” at Pensacola Beach became an […]
http://news.poseidon-us.com/TTcM5c

Command, Communication, and the Preservation of Safety Culture: Lessons from the Blue Angels’ 2026 Pensacola Flyover

How Elite Organizations Reconcile Tactical Accountability with Strategic Communication in High-Reliability Environments Command, Communication, and the Preservation of Safety Culture: Lessons from the Blue Angels’ 2026 Pensacola Flyover On July 15, 2026, what began as a routine arrival for the U.S. Navy Flight Demonstration Squadron’s annual “Breakfast with the Blues” at Pensacola Beach became an […]
http://news.poseidon-us.com/TTcM1S