[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"ai-news-microsoft-develops-project-perception-to-lower-costs-of-ai-security-and-safety-en":3,"ai-news-more-microsoft-develops-project-perception-to-lower-costs-of-ai-security-and-safety-en":46},{"snack":4,"alternates":31},{"headline":5,"tldr":6,"whyItMatters":7,"keyPoints":8,"source":12,"relatedSolutions":15,"topic":19,"schemaOrg":20,"generatedAt":23,"imageConcept":28,"coverImage":29,"publishedAt":30},"Microsoft develops Project Perception to lower costs of AI security and safety","Microsoft is reportedly building an internal tool named Project Perception to improve AI safety and security. The system uses a multi-model architecture to identify vulnerabilities and monitor model behaviour more efficiently than existing solutions. This initiative aims to provide a robust alternative to high-cost security suites.","Enterprise teams require scalable ways to ensure model safety without incurring prohibitive costs. This shift towards multi-model verification indicates a maturing market for automated AI governance and risk mitigation tools.",[9,10,11],"Project Perception utilises multiple models to cross-reference and validate AI responses for safety.","The tool aims to provide a more affordable alternative to specialised security suites like Anthropic's Mythos.","It focuses on identifying adversarial prompts and preventing harmful outputs in real time.",{"name":13,"url":14},"bing news","https://www.techrepublic.com/article/news-microsoft-project-perception-ai-security-tool/",[16,17,18],"/solutions/capabilities/generative-ai","/solutions/ai-apps-and-platforms","/solutions/capabilities/machine-learning","tooling",{"@type":21,"headline":5,"description":6,"inLanguage":22,"datePublished":23,"dateModified":23,"author":24,"publisher":27,"isBasedOn":14},"NewsArticle","en","2026-07-18T04:02:39.535Z",{"@type":25,"name":26},"Organization","SevenLab",{"@type":25,"name":26},"A complex mechanical eye with multiple lenses scanning a grid of glowing data points on glass.","news-microsoft-develops-project-perception-to-lower-costs-of-ai-security-and-safety.webp","2026-07-18T04:03:19.717Z",[32,35,37,40,43],{"locale":33,"slug":34},"de","microsoft-entwickelt-project-perception-um-die-kosten-fur-ki-sicherheit-zu-senken",{"locale":22,"slug":36},"microsoft-develops-project-perception-to-lower-costs-of-ai-security-and-safety",{"locale":38,"slug":39},"es","microsoft-desarrolla-project-perception-para-reducir-los-costos-de-seguridad-y-proteccion-de-la-ia",{"locale":41,"slug":42},"fr","microsoft-developpe-project-perception-pour-reduire-les-couts-de-la-securite-et-de-la-surete-de-lia",{"locale":44,"slug":45},"nl","microsoft-ontwikkelt-project-perception-om-kosten-voor-ai-beveiliging-en-veiligheid-te-verlagen",{"items":47,"page":87,"hasMore":88},[48,54,61,68,75,81],{"slug":49,"headline":50,"summary":51,"topic":19,"sourceName":13,"publishedAt":52,"coverImage":53},"target-cio-urges-enterprise-restructuring-over-counting-ai-agents","Target CIO urges enterprise restructuring over counting AI agents","Target Chief Information Officer Prat Vemana argues that companies should prioritise rebuilding enterprise architecture instead of simply focusing on the quantity of AI agents deployed. He suggests that meaningful transformation requires integrating AI into the core of business operations to drive real value across the organisation.","2026-07-25T04:04:49.848Z","news-target-cio-urges-enterprise-restructuring-over-counting-ai-agents.webp",{"slug":55,"headline":56,"summary":57,"topic":58,"sourceName":13,"publishedAt":59,"coverImage":60},"jensen-huang-advocates-for-open-weight-models-to-democratise-enterprise-ai","Jensen Huang advocates for open weight models to democratise enterprise AI","NVIDIA CEO Jensen Huang used his debut post on X to highlight the transformative power of open weight AI models across all industries. He argued that making these models accessible will accelerate global innovation and significantly improve productivity for developers worldwide. This public stance reinforces the growing industry momentum behind open source architectures.","models","2026-07-25T04:03:44.151Z","news-jensen-huang-advocates-for-open-weight-models-to-democratise-enterprise-ai.webp",{"slug":62,"headline":63,"summary":64,"topic":58,"sourceName":65,"publishedAt":66,"coverImage":67},"claude-opus-5-max-takes-the-top-spot-on-the-sevenlab-ai-leaderboard","Claude Opus 5 (max) takes the top spot on the SevenLab AI leaderboard","Anthropic's Claude Opus 5 (max) has officially reached the number one position on the SevenLab AI leaderboard. This ranking is derived from a value adjusted analysis of performance data provided by Artificial Analysis. The model now leads the ranking which balances performance metrics with cost considerations for enterprise applications.","SevenLab AI leaderboard","2026-07-25T04:02:43.798Z","news-claude-opus-5-max-takes-the-top-spot-on-the-sevenlab-ai-leaderboard.webp",{"slug":69,"headline":70,"summary":71,"topic":72,"sourceName":13,"publishedAt":73,"coverImage":74},"addressing-the-high-costs-and-operational-challenges-of-scaling-enterprise-ai","Addressing the high costs and operational challenges of scaling enterprise ai","Large organisations are transitioning from initial AI adoption to managing the significant operational costs associated with production workloads. Many firms are experiencing bill shock as they scale, leading to a renewed focus on cost efficiency and measurable ROI rather than just implementation. This shift marks a maturity phase where financial sustainability dictates technical strategy.","industry","2026-07-24T04:03:37.515Z","news-addressing-the-high-costs-and-operational-challenges-of-scaling-enterprise-ai.webp",{"slug":76,"headline":77,"summary":78,"topic":58,"sourceName":13,"publishedAt":79,"coverImage":80},"kx-launches-early-access-programme-for-kdbai-vector-database","Kx launches early access programme for kdb.ai vector database","Kx has introduced an early access programme for kdb.ai, a vector native database designed for real time and high volume time series analytics. The initiative allows developers to experiment with advanced vector search capabilities integrated into high performance data environments.","2026-07-24T04:02:38.350Z","news-kx-launches-early-access-programme-for-kdbai-vector-database.webp",{"slug":82,"headline":83,"summary":84,"topic":58,"sourceName":13,"publishedAt":85,"coverImage":86},"aws-transforms-security-hub-into-multicloud-and-ai-security-control-plane","AWS transforms security hub into multicloud and AI security control plane","Amazon Web Services has updated its Security Hub to function as a unified management layer for multicloud environments and AI workloads. The service now includes automated security checks for Amazon Bedrock to ensure models are configured according to best practices.","2026-07-23T04:05:21.518Z","news-aws-transforms-security-hub-into-multicloud-and-ai-security-control-plane.webp",1,true]