{"id":6506,"date":"2025-09-10T05:09:56","date_gmt":"2025-09-10T05:09:56","guid":{"rendered":"https:\/\/techtrendfeed.com\/?p=6506"},"modified":"2025-09-10T05:09:56","modified_gmt":"2025-09-10T05:09:56","slug":"machine-knowledge-the-following-frontier-in-ai","status":"publish","type":"post","link":"https:\/\/techtrendfeed.com\/?p=6506","title":{"rendered":"Machine knowledge: The following frontier in AI"},"content":{"rendered":"


\n<\/p>\n

\n

This week I\u2019m thrilled to be kicking off the Splunk .conf25<\/a> person convention in Boston. That is the second alternative for me to hitch a Splunk neighborhood that’s so captivated with what they do to maintain their IT environments and functions up, safe, and acting at a excessive stage. It doesn\u2019t take you lengthy to comprehend that Splunk clients actually love Splunk, and I’m honored to assist lead this group in a second the place our clients want us.<\/p>\n

As I wrote approach again at the start of the summer time, we\u2019re firmly within the period of agentic AI<\/a>. It\u2019s actually thrilling, however to maintain the tempo of adoption and innovation cooking we now have to deal with some main obstacles.<\/p>\n

AI locations unprecedented demand on infrastructure. It\u2019s hungry for energy, compute, and community bandwidth. It presents a complete new set of safety threats, making a belief deficit for customers and enterprises alike. And more and more, there\u2019s an rising knowledge hole, the place we\u2019re struggling to use AI to all of the completely different knowledge varieties and sources in our organizations.<\/p>\n

At Cisco, we\u2019re addressing these challenges head-on. We offer the essential infrastructure for the AI period<\/a> \u2013 together with high-bandwidth low-latency networking, AI security and safety, and an information platform that AI-first organizations have to thrive.<\/p>\n

And it\u2019s this final space \u2013 DATA \u2013 that\u2019s the main target this week at .conf25, and it\u2019s central to how Splunk continues to be essential to our technique as an organization.<\/p>\n

A knowledge platform for the AI period<\/strong><\/h2>\n

Knowledge is the important gas for AI. Whereas the business has finished nicely coaching AI fashions on human-generated knowledge like textual content, the identical has but to be finished with machine-generated knowledge like metrics, occasions, logs, traces, and different telemetry. Each firm has huge volumes of this machine knowledge, nevertheless it\u2019s been largely omitted of AI for a number of causes: LLMs don\u2019t communicate the language of machine knowledge, the knowledge is unfold throughout disparate silos, and the experience and prices concerned might be prohibitive. Because of this, we\u2019ve solely begun to scratch the floor of what we are able to do with AI.<\/p>\n

In the present day we introduced the Cisco Knowledge Cloth<\/strong><\/a> with the ambition to make it as simple as potential to leverage proprietary machine knowledge for coaching AI fashions. Right here\u2019s what\u2019s below the hood:<\/p>\n