{"id":372961,"date":"2026-07-22T06:04:00","date_gmt":"2026-07-22T13:04:00","guid":{"rendered":"https:\/\/cms-articles.softonic.io\/en\/?p=372961"},"modified":"2026-07-22T06:04:10","modified_gmt":"2026-07-22T13:04:10","slug":"google-releases-gemini-3-5-flash-cyber-a-lighter-ai-to-fix-flaws-faster","status":"publish","type":"post","link":"https:\/\/cms-articles.softonic.io\/en\/google-releases-gemini-3-5-flash-cyber-a-lighter-ai-to-fix-flaws-faster\/","title":{"rendered":"Google releases Gemini 3.5 Flash Cyber: a lighter AI to fix flaws faster"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Google rolled out <strong>Gemini 3.5 Flash Cyber<\/strong> and CodeMender today, a new security model and agent built to help organizations spot, verify, and fix software vulnerabilities across large codebases. For now, Gemini 3.5 Flash Cyber is only being offered through a pilot program for governments and trusted partners.<\/p>\n\n<p class=\"wp-block-paragraph\">The company is pitching Gemini 3.5 Flash Cyber as a lighter, cheaper option than heavier cyber models, one meant to move through large numbers of code paths quickly. In early internal testing, Google says it found <strong>remote code execution flaws<\/strong> and a memory-corruption bug in a production service in about two hours.<\/p>\n\n<p class=\"wp-block-paragraph\">CodeMender is supposed to go a step further than simply flagging a possible issue. It can help determine whether a suspected bug is actually real, then suggest fixes, which could cut down the time between discovery and remediation.<\/p>\n\n<p class=\"wp-block-paragraph\">Access is being kept <strong>tight<\/strong> for a reason. Tools that help defenders uncover weak points can also give attackers a head start, so Google is taking the same cautious route Anthropic and OpenAI have used with cyber-focused systems.<\/p>\n\n<p class=\"wp-block-paragraph\">If you&#8217;re running security reviews at scale, this looks like something worth trying once <strong>access opens up<\/strong> more broadly. Still, it doesn&#8217;t remove the need for human review. False positives, hard-to-explain decisions, and simple over-trust are still very real problems.<\/p>\n\n<p class=\"wp-block-paragraph\">That caution lines up with the broader picture. One survey found that <strong>78%<\/strong> of professionals had seen automated tools miss critical bugs. Separate survey data says 78% of organizations now use AI in cybersecurity, but only 27% consider those deployments mature. If you want to get your hands on Gemini 3.5 Flash Cyber first, the entry point is that pilot for governments and trusted partners.<\/p>","protected":false},"excerpt":{"rendered":"<p>Google rolled out Gemini 3.5 Flash Cyber and CodeMender today, a new security model and agent built to help organizations spot, verify, and fix software vulnerabilities across large codebases. For now, Gemini 3.5 Flash Cyber is only being offered through a pilot program for governments and trusted partners. The company is pitching Gemini 3.5 Flash &hellip; <a href=\"https:\/\/cms-articles.softonic.io\/en\/google-releases-gemini-3-5-flash-cyber-a-lighter-ai-to-fix-flaws-faster\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Google releases Gemini 3.5 Flash Cyber: a lighter AI to fix flaws faster&#8221;<\/span><\/a><\/p>\n","protected":false},"author":9332,"featured_media":372960,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","wpcf-pageviews":0},"categories":[1015],"tags":[],"usertag":[],"vertical":[],"content-category":[6771],"class_list":["post-372961","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","content-category-ai"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts\/372961","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/users\/9332"}],"replies":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/comments?post=372961"}],"version-history":[{"count":1,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts\/372961\/revisions"}],"predecessor-version":[{"id":372962,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts\/372961\/revisions\/372962"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/media\/372960"}],"wp:attachment":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/media?parent=372961"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/categories?post=372961"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/tags?post=372961"},{"taxonomy":"usertag","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/usertag?post=372961"},{"taxonomy":"vertical","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/vertical?post=372961"},{"taxonomy":"content-category","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/content-category?post=372961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}