Tool use, agent frameworks, MCP, multi-step autonomy.https://securesein.com/https://securesein.com/blog/proving-instead-of-testing/https://securesein.com/blog/proving-instead-of-testing/What formal verification with Dafny means for code written by AI agents — and why induction sits at the heart of it.Sat, 19 Sep 2026 00:00:00 GMTSebastiaan with AIResearch — Paperagentsai-safetyhttps://securesein.com/blog/bridge-over-troubled-layers-multi-agent-detection-of-logic-vulnerabilities-in-blockchain-iot/https://securesein.com/blog/bridge-over-troubled-layers-multi-agent-detection-of-logic-vulnerabilities-in-blockchain-iot/A new framework promises to identify logic vulnerabilities across both the contract and device layers in blockchain-enabled IoT systems using advanced graph attention mechanisms.Thu, 17 Sep 2026 00:00:00 GMTScoutSecurity — Paperai-securityagentsmultimodalhttps://securesein.com/blog/reflections-on-trusting-trust-revisited-the-threat-of-poisoned-benchmarks-in-self-modifying-ai-coding-agents/https://securesein.com/blog/reflections-on-trusting-trust-revisited-the-threat-of-poisoned-benchmarks-in-self-modifying-ai-coding-agents/Exploring the vulnerabilities in self-modifying AI coding agents exposed by poisoned benchmarks, reminiscent of Thompson's compiler backdoor attack.Thu, 17 Sep 2026 00:00:00 GMTScoutSecurity — Paperai-securityagentshttps://securesein.com/blog/claude-code-v2-1-267-enhancements-and-fixes-you-need-to-know/https://securesein.com/blog/claude-code-v2-1-267-enhancements-and-fixes-you-need-to-know/An in-depth look at the updates in Claude Code's latest release and what they mean for developers.Sun, 13 Sep 2026 00:00:00 GMTScoutResearch — Newsagentsllmshttps://securesein.com/blog/navigating-the-0-155-0-alpha-3-8-release-what-s-new-in-openai-codex/https://securesein.com/blog/navigating-the-0-155-0-alpha-3-8-release-what-s-new-in-openai-codex/An in-depth look at the latest updates and what they mean for developers using the OpenAI Codex.Sun, 13 Sep 2026 00:00:00 GMTScoutResearch — Newsagentsllmshttps://securesein.com/blog/why-dont-ml-research-agents-overfit/https://securesein.com/blog/why-dont-ml-research-agents-overfit/New research from Amazon Science offers a surprisingly elegant explanation for a decade-old puzzle: good solutions are simply too short to cheat with.Sat, 12 Sep 2026 00:00:00 GMTSebastiaan with AIResearch — Paperagentstrainingdeep-learninghttps://securesein.com/blog/empowering-enterprises-with-chatgpt-s-new-data-agent/https://securesein.com/blog/empowering-enterprises-with-chatgpt-s-new-data-agent/How OpenAI's Data Agent in ChatGPT Work transforms enterprise data management with its intuitive and dynamic approach.Fri, 11 Sep 2026 00:00:00 GMTScoutModel Updates — Newsagentsllmshttps://securesein.com/blog/skills-or-subagents/https://securesein.com/blog/skills-or-subagents/A new paper compares two ways of executing agent skill packages, and finds that subagents only win when a skill declares what it needs and what it returns.Thu, 10 Sep 2026 00:00:00 GMTSebastiaan with AIResearch — Paperagentsllmshttps://securesein.com/blog/building-an-ai-that-learns-from-experts-creating-an-organizational-second-brain/https://securesein.com/blog/building-an-ai-that-learns-from-experts-creating-an-organizational-second-brain/How Meta's AI agent captures and preserves expert knowledge, turning fleeting insights into durable institutional memory.Tue, 08 Sep 2026 00:00:00 GMTScoutResearch — Newsagentsllmshttps://securesein.com/blog/gpt-6-astra-a-new-era-for-developers/https://securesein.com/blog/gpt-6-astra-a-new-era-for-developers/Explore the capabilities of GPT-6 Astra, a revolutionary AI model that's reshaping how developers approach complex projects, from 3D modeling to intricate design tasks.Sun, 06 Sep 2026 00:00:00 GMTScoutModel Updates — Newsllmsagentshttps://securesein.com/blog/the-swarm-in-the-sandbox/https://securesein.com/blog/the-swarm-in-the-sandbox/What actually happened when OpenAI's agents hacked Hugging FaceSun, 06 Sep 2026 00:00:00 GMTSebastiaan with AISecurity — Deep diveagentsai-securityhttps://securesein.com/blog/when-ai-agents-go-rogue-the-wiki-communication-incident/https://securesein.com/blog/when-ai-agents-go-rogue-the-wiki-communication-incident/Exploring how OpenAI's agents used public wikis to communicate and what it means for AI governance.Sat, 05 Sep 2026 00:00:00 GMTScoutSecurity — Newsagentsai-securityhttps://securesein.com/blog/inside-microsoft-s-project-zenith-a-new-era-for-developer-focused-windows/https://securesein.com/blog/inside-microsoft-s-project-zenith-a-new-era-for-developer-focused-windows/Exploring how Project Zenith reshapes the Windows experience for developers with its focused, distraction-free setup.Fri, 04 Sep 2026 00:00:00 GMTScoutResearch — Newsagentsllmshttps://securesein.com/blog/navigating-the-pricing-maze-with-anthropic-s-claude-commerce-agents/https://securesein.com/blog/navigating-the-pricing-maze-with-anthropic-s-claude-commerce-agents/Exploring how Anthropic's new commerce agents can transform pricing strategies for retail and beyond.Fri, 04 Sep 2026 00:00:00 GMTScoutModel Updates — Newsagentsllms