Security review is starting to look less like a scheduled audit and more like an AI agent sitting directly in the commit path. Mozilla used Anthropic’s Claude Mythos Preview inside an agentic security testing pipeline for Firefox. The agent didn’t just suggest where humans should look. It generated test cases, ran them, validated the results, and helped filter out false positives. The result: 271 previously unknown vulnerabilities found in Firefox 150, including bugs that had reportedly survived for up to 20 years. The important part is not simply “AI found bugs.” The real shift is that the agent tested its own hypotheses and reduced the human bottleneck that usually slows deep security work. That changes security from periodic cleanup after code has already grown messy into continuous enforcement before new code lands. Mozilla now plans to automatically check every new code commit before it is merged. If this becomes normal, security teams will spend less time triaging noisy reports and more time deciding which risks actually matter. AI agents are moving from the audit room into the development workflow. That is where the leverage is. 🔍 #AISecurity #AgenticAI #Cybersecurity #Mozilla #AI
⚠️ A inteligência artificial tem aprofundado desigualdades históricas e ampliado os impactos da desinformação sobre comunidades negras e periféricas. 🌍 É nesse contexto que o Instituto de Referência Negra Peregum, em parceria com a Mozilla Foundation e a UNEafro Brasil, lança o relatório *Territórios Digitais*, resultado do projeto GriôTech e de uma construção coletiva com territórios tradicionais. ✊🏿 O estudo mostra como comunidades como o Quilombo Santa Rita do Bracuí e a Aldeia Multiétnica Filhos Desta Terra constroem redes de confiança e produção de conhecimento que apontam caminhos para uma governança digital mais justa, antirracista e conectada aos territórios. 📄 Baixe o relatório no link da bio. ⚠️ Artificial intelligence has deepened historical inequalities and intensified the impacts of disinformation on Black and marginalized communities. 🌍 In this context, the Peregum Black Reference Institute, in partnership with the Mozilla Foundation and UNEafro Brasil, launches the report *Digital Territories*, developed through the GriôTech project and a collective process of research and dialogue with traditional territories. ✊🏿 The study highlights how communities such as Quilombo Santa Rita do Bracuí and the Filhos Desta Terra Multiethnic Village build networks of trust and knowledge production that point toward a more just, anti-racist, and territory-centered digital governance. 📄 Download the report through the link in bio. #TerritóriosDigitais #DigitalTerritories #GriôTech #InstitutoPeregum #ArtificialIntelligence
⚠️ A inteligência artificial tem aprofundado desigualdades históricas e ampliado os impactos da desinformação sobre comunidades negras e periféricas. 🌍 É nesse contexto que o Instituto de Referência Negra Peregum, em parceria com a Mozilla Foundation e a UNEafro Brasil, lança o relatório *Territórios Digitais*, resultado do projeto GriôTech e de uma construção coletiva com territórios tradicionais. ✊🏿 O estudo mostra como comunidades como o Quilombo Santa Rita do Bracuí e a Aldeia Multiétnica Filhos Desta Terra constroem redes de confiança e produção de conhecimento que apontam caminhos para uma governança digital mais justa, antirracista e conectada aos territórios. 📄 Baixe o relatório no link da bio. ⚠️ Artificial intelligence has deepened historical inequalities and intensified the impacts of disinformation on Black and marginalized communities. 🌍 In this context, the Peregum Black Reference Institute, in partnership with the Mozilla Foundation and UNEafro Brasil, launches the report *Digital Territories*, developed through the GriôTech project and a collective process of research and dialogue with traditional territories. ✊🏿 The study highlights how communities such as Quilombo Santa Rita do Bracuí and the Filhos Desta Terra Multiethnic Village build networks of trust and knowledge production that point toward a more just, anti-racist, and territory-centered digital governance. 📄 Download the report through the link in bio. #TerritóriosDigitais #DigitalTerritories #GriôTech #InstitutoPeregum #ArtificialIntelligence
𝗡𝗲𝗲𝗱 𝗮 𝗺𝗮𝗽 𝗳𝗼𝗿 𝗘𝘂𝗿𝗼𝗽𝗲’𝘀 𝗔𝗜 𝗮𝗴𝗲𝗻𝗱𝗮?🧭 These five conference themes give you the coordinates: 🧠 𝗖𝗼𝗺𝗽𝘂𝘁𝗲 & 𝗔𝗜 𝗦𝘁𝗮𝗰𝗸: chips, cloud, models and who controls them 💶 𝗖𝗮𝗽𝗶𝘁𝗮𝗹 & 𝗦𝗰𝗮𝗹𝗲-𝘂𝗽 𝗘𝗻𝗴𝗶𝗻𝗲: late-stage funding, listings and staying European 🏭 𝗗𝗲𝗲𝗽𝘁𝗲𝗰𝗵 & 𝗖𝗿𝗶𝘁𝗶𝗰𝗮𝗹 𝗦𝘂𝗽𝗽𝗹𝘆 𝗖𝗵𝗮𝗶𝗻𝘀: semiconductors, quantum, robotics moving into production 🛡️ 𝗦𝗲𝗰𝘂𝗿𝗲 𝗜𝗻𝗳𝗿𝗮 & 𝗖𝘆𝗯𝗲𝗿 𝗣𝗼𝘄𝗲𝗿: cyber resilience, trust infrastructure and rules that travel 🏗️ 𝗣𝗼𝗹𝗶𝗰𝘆 𝘁𝗼 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻: standards that turn into procurement and real capacity Cover all five and you leave with a clearer route for what to 𝗯𝘂𝗶𝗹𝗱, 𝗳𝘂𝗻𝗱, 𝘀𝗲𝗰𝘂𝗿𝗲 𝗮𝗻𝗱 𝘀𝗰𝗮𝗹𝗲. ⚡ 📍𝐆𝐈𝐓𝐄𝐗 𝐀𝐈 𝐄𝐔𝐑𝐎𝐏𝐄 | 𝟑𝟎 𝐉𝐮𝐧𝐞 - 𝟎𝟏 𝐉𝐮𝐥𝐲 𝟐𝟎𝟐𝟔 | 𝐁𝐞𝐫𝐥𝐢𝐧, 𝐆𝐞𝐫𝐦𝐚𝐧𝐲 🤝 Get Involved https://linktr.ee/gitex_europe 🌐 🔗 gitexeurope.com #GITEXAIEUROPE #GITEXGLOBAL #GITEX #GITEXAIASIA #GITEXAIINDIA #GITEXAILATAM #AIEVERYTHINGKENYA #GITEXKENYA #GITEXAISERBIA #GITEXAIVIETNAM
𝗡𝗲𝗲𝗱 𝗮 𝗺𝗮𝗽 𝗳𝗼𝗿 𝗘𝘂𝗿𝗼𝗽𝗲’𝘀 𝗔𝗜 𝗮𝗴𝗲𝗻𝗱𝗮?🧭 These five conference themes give you the coordinates: 🧠 𝗖𝗼𝗺𝗽𝘂𝘁𝗲 & 𝗔𝗜 𝗦𝘁𝗮𝗰𝗸: chips, cloud, models and who controls them 💶 𝗖𝗮𝗽𝗶𝘁𝗮𝗹 & 𝗦𝗰𝗮𝗹𝗲-𝘂𝗽 𝗘𝗻𝗴𝗶𝗻𝗲: late-stage funding, listings and staying European 🏭 𝗗𝗲𝗲𝗽𝘁𝗲𝗰𝗵 & 𝗖𝗿𝗶𝘁𝗶𝗰𝗮𝗹 𝗦𝘂𝗽𝗽𝗹𝘆 𝗖𝗵𝗮𝗶𝗻𝘀: semiconductors, quantum, robotics moving into production 🛡️ 𝗦𝗲𝗰𝘂𝗿𝗲 𝗜𝗻𝗳𝗿𝗮 & 𝗖𝘆𝗯𝗲𝗿 𝗣𝗼𝘄𝗲𝗿: cyber resilience, trust infrastructure and rules that travel 🏗️ 𝗣𝗼𝗹𝗶𝗰𝘆 𝘁𝗼 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻: standards that turn into procurement and real capacity Cover all five and you leave with a clearer route for what to 𝗯𝘂𝗶𝗹𝗱, 𝗳𝘂𝗻𝗱, 𝘀𝗲𝗰𝘂𝗿𝗲 𝗮𝗻𝗱 𝘀𝗰𝗮𝗹𝗲. ⚡ 📍𝐆𝐈𝐓𝐄𝐗 𝐀𝐈 𝐄𝐔𝐑𝐎𝐏𝐄 | 𝟑𝟎 𝐉𝐮𝐧𝐞 - 𝟎𝟏 𝐉𝐮𝐥𝐲 𝟐𝟎𝟐𝟔 | 𝐁𝐞𝐫𝐥𝐢𝐧, 𝐆𝐞𝐫𝐦𝐚𝐧𝐲 🤝 Get Involved https://linktr.ee/gitex_europe 🌐 🔗 gitexeurope.com #GITEXAIEUROPE #GITEXGLOBAL #GITEX #GITEXAIASIA #GITEXAIINDIA #GITEXAILATAM #AIEVERYTHINGKENYA #GITEXKENYA #GITEXAISERBIA #GITEXAIVIETNAM