--- title: Phishing Gets Personal | daily.dev description: AI-powered phishing tooling is described using context-aware task routing that prioritizes high-value targets and cost-efficient model selection, sending mass... canonical: https://daily.dev/posts/phishing-gets-personal-3gyzljsmi twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Phishing Gets Personal | daily.dev og:description: AI-powered phishing tooling is described using context-aware task routing that prioritizes high-value targets and cost-efficient model selection, sending mass... og:url: https://daily.dev/posts/phishing-gets-personal-3gyzljsmi og:image: https://api.daily.dev/og/posts/3GyZLjsmI.png og:image:alt: Phishing Gets Personal og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Phishing Gets Personal **[John Hammond](https://daily.dev/sources/johnhammond)** · 1 min read · 0 upvotes · 0 comments ## Summary AI-powered phishing tooling is described using context-aware task routing that prioritizes high-value targets and cost-efficient model selection, sending mass spam phishing to free local models while reserving premium LLM API keys for hyper-targeted attacks. A dedicated engine analyzes victim email and chat history to mimic writing style and tone, enabling more convincing, hard-to-detect phishing and business email compromise campaigns. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How AI-Generated Content is Fueling Next-Gen Phishing and BEC Attacks: Detection and Defense Strategies](https://daily.dev/posts/how-ai-generated-content-is-fueling-next-gen-phishing-and-bec-attacks-detection-and-defense-strateg-hjbgtmbld) · Security Boulevard · 0 upvotes · 0 comments - [Artificial Intelligence-Driven Phishing: How Phishing Technique Is Evolving and Implemented](https://daily.dev/posts/artificial-intelligence-driven-phishing-how-phishing-technique-is-evolving-and-implemented-cebgsvxzz) · InfoQ · 0 upvotes · 0 comments - [Most phishing now uses AI, says KnowBe4](https://daily.dev/posts/most-phishing-now-uses-ai-says-knowbe4-ugipftfqu) · The Register · 0 upvotes · 0 comments - [AI Phishing Is No. 1 With a Bullet for Cyberattackers](https://daily.dev/posts/ai-phishing-is-no-1-with-a-bullet-for-cyberattackers-jxd2wsge8) · Dark Reading · 1 upvotes · 0 comments - [SPONSORED: Fighting GenAI with GenAI: The New Email Security Landscape](https://daily.dev/posts/sponsored-fighting-genai-with-genai-the-new-email-security-landscape-qa7s0w6gi) · The Register · 0 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#phishing](https://daily.dev/tags/phishing), [#ai-security](https://daily.dev/tags/ai-security) [View this post on daily.dev](https://daily.dev/posts/phishing-gets-personal-3gyzljsmi) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Phishing Gets Personal","url":"https://daily.dev/posts/phishing-gets-personal-3gyzljsmi","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/phishing-gets-personal-3gyzljsmi"},"datePublished":"2026-08-13T14:22:44.894Z","dateModified":"2026-08-13T14:23:02.319Z","description":"AI-powered phishing tooling is described using context-aware task routing that prioritizes high-value targets and cost-efficient model selection, sending mass...","image":"https://i.ytimg.com/vi/g_oMfd3xC1g/sddefault.jpg","thumbnailUrl":"https://i.ytimg.com/vi/g_oMfd3xC1g/sddefault.jpg","isAccessibleForFree":true,"articleSection":"John Hammond","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"John Hammond","logo":"https://media.daily.dev/image/upload/s--Oh7b_KW---/f_auto/v1729363281/logos/johnhammond","url":"https://daily.dev/sources/johnhammond"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/phishing-gets-personal-3gyzljsmi","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"llm,phishing,ai-security","timeRequired":"PT1M","video":{"@type":"VideoObject","name":"Phishing Gets Personal","description":"AI-powered phishing tooling is described using context-aware task routing that prioritizes high-value targets and cost-efficient model selection, sending mass...","thumbnailUrl":"https://i.ytimg.com/vi/g_oMfd3xC1g/sddefault.jpg","uploadDate":"2026-08-13T14:22:44.894Z","duration":"PT1M","url":"https://api.daily.dev/r/3GyZLjsmI","embedUrl":"https://www.youtube.com/embed/g_oMfd3xC1g"}} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"John Hammond","item":"https://daily.dev/sources/johnhammond"},{"@type":"ListItem","position":3,"name":"Phishing Gets Personal"}]} ```