Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing Lin et al.: https://
arxiv.org/abs/2512.09882 #ArtificialIntelligence #DeepLearning #MachineLearning
SECURITY
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AI Agents vs Cybersecurity Professionals in Penetration Testing
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Global cybersecurity policy: deterrents and ransomware geopolitics
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Global cybersecurity policy sees governments implementing deterrent measures against cyberattacks and addressing the geopolitics of ransomware. Understanding these changes helps companies strengthen their resilience and their readiness for compliance. @MSFTIssues via @antgrasso
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15 Key Architectural Characteristics for Designing Robust AI Agents
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Just shared this brilliant mind map on the 15 key architectural characteristics of AI agents — absolutely packed with insights! Modularity, evolvability, context awareness, security compliance… everything you need to design robust agents. Huge thanks to @Python_Dv for creating
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Anthropic’s Autopatch for Claude Code
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Anthropic is working on the Autopatch feature for Claude Code, where it would automatically scan your repository for security vulnerabilities. h/t @btibor91
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Enterprise AI Guardrails: Safety, Transparency and Access Controls
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Guardrails are a key consideration for AI adoption, as enterprises focus on safety, transparency, auditability, and strong access controls to ensure models operate within trusted boundaries.
— Databricks (@databricks) 12 décembre 2025
Watch @alighodsi dive deep into the future of enterprise AI: https://t.co/YXlcdoyi5P pic.twitter.com/540agcnMleGuardrails are a key consideration for AI adoption, as enterprises focus on safety, transparency, auditability, and strong access controls to ensure models operate within trusted boundaries. Watch @alighodsi dive deep into the future of enterprise AI: https://
databricks.com/resources/demo
s/videos/build-ai-agents-that-work?utm_source=twitter&utm_medium=organic-social&utm_scid=701Vp00000VCT65IAH
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Generative and Agentic AI Transforming Financial Services Infrastructure
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Great discussion from the @Cisco and NVIDIA teams on how generative and agentic AI are reshaping financial services. Exciting to see secure and scalable AI infrastructure helping organizations move faster in this space.
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Anthropic Hiring for AI Safety and Security Tracks
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For more information about the program, and to apply to the safety track: https://
job-boards.greenhouse.io/anthropic/jobs
/5023394008
… We’re also adding a security track. Apply here: https://
job-boards.greenhouse.io/anthropic/jobs
/5030244008
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GPT-5.2 now available on Perplexity
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GPT-5.2 is now available on Perplexity for Pro and Max users in both reasoning and non-reasoning versions.
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New AI Safety Partnership Focuses on Foundational Research
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We’re also announcing a new partnership with @AISecurityInst that builds on two years working together & will focus on foundational safety and security research essential for realising AI’s potential to benefit humanity.
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GPT-5.1-Codex-Max improves CTF performance to 76%
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"For example, capabilities assessed through capture-the-flag (CTF) challenges have improved from 27% on GPT‑5 in August 2025 to 76% on GPT‑5.1-Codex-Max in November 2025."