



The Linux Foundation has launched Akrites, a new framework designed to coordinate how the technology industry responds to vulnerabilities in critical open source software, according to helpnetsecurity.com. The initiative brings together technology companies, financial institutions, security vendors, AI companies, and open source projects in a bid to establish a more organized process for vulnerability remediation and disclosure. Hacker News reported that an accompanying open letter frames the project as a collective defense mechanism for the shared digital foundation that powers banking, telecommunications, utilities, and other essential services. The open letter describes the effort as: "a coordinated effort to remediate vulnerabilities in open source software that underpins global critical infrastructure." This framing underscores the growing recognition that open source security cannot be left to individual maintainers alone. According to helpnetsecurity.com, the urgency behind Akrites is amplified by the accelerating pace of attacks, particularly as AI tools shorten the window between vulnerability discovery and exploitation. The site notes: "AI tools shorten the window between vulnerability discovery and exploitation, increasing the urgency for better security frameworks in open source software." That technological shift has made it harder for ad hoc responses to keep up with determined adversaries. By creating a formal coordination structure, Akrites aims to reduce the response time for critical vulnerabilities and ensure that fixes reach the organizations most dependent on open source components. Both sources highlight the initiative as a direct response to the growing reliance on open source code in environments where security failures can have widespread consequences.

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Naveen Rao, formerly Databricks' AI chief, has launched Unconventional AI — a startup building a new oscillator-based computer architecture that promises to make AI inference processing up to 1,000x more power efficient. The company released its first model, Un-0, an image-genera











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