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Enterprise AI budgets are shifting from single models to multi step agent systems, and new research suggests a lot of organizations are structuring those systems in ways that actively hurt performance, which has less to do with GPU shortages than with how the work gets broken down in the first
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The AI Index Nobody Is Tracking Why Storm Duncan of Ignatious Thinks It’s the Most Important AI Metric of the Decade There is no shortage of metrics being applied to artificial intelligence. Benchmark scores, parameter counts, inference costs, enterprise adoption rates. The industry generates data about itself with the
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The modern manufacturing and automotive sectors increasingly rely on highly integrated, opaque software networks to drive global operations. As these digital systems scale from localized factory floors to interconnected autonomous transit networks, diagnosing unexpected failures becomes a uniquely critical operational challenge. Mayank Vadaliya, an Application Support Engineer at Tesla, a
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The phase of picking your open-source models is finally done. Your embedding model actually beat OpenAI’s on your own retrieval evaluation benchmarks. The reranker seems super sharp, the little generation model handles the agentic loop just fine… Time to call it a win? Not just yet. You try to
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Enterprise DevOps teams have adopted AI faster than they have adapted the operational systems that support it. Large language models generate Infrastructure as Code, deployment pipelines, and configuration files in seconds. Development teams are delivering infrastructure changes at a pace that would have been implausible five years ago. Production environments
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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Most carriers track everything. Cape doesn't. — Unlimited talk, text &
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Fortinet, the global cybersecurity leader driving the convergence of networking and security, today announced the FortiGate 1200G series, the newest addition to the FortiGate G series with FortiSASE Outpost, which brings cloud-delivered security services into customer-controlled environments. By combining high-performance threat protection, modern connectivity, hardware-rooted platform security, and cloud-delivered security
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Steve Eimers has racked up hundreds of thousands of followers across platforms like YouTube, TikTok, and X. Under the moniker “The Guardrail Guy,” he posts about installation issues with guardrails lining roadways across the country. He began posting about guardrails in 2022, a few years after his 17-year-old daughter Hannah
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And unlike many earbuds under $100, they’re well made. The ample use of plastic often gives the game away, but the Ear (3a) feels significantly better than its competition, even down to the case, which is reassuringly solid and slips nicely into a pocket. Fit is another strength. I
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AI AND ML Use it to debug and review, says Big Red, but don't submit its output Oracle has told contributors to OpenJDK – the open source Java project it stewards – not to submit code or other material generated by AI. In a post tagged "legal," Oracle
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“AI readiness” tends to be used as umbrella phrase to describe the different range of activities that businesses need to carry out to get value of generative AI and minimize any associated risks. AI readiness therefore takes into account everything from having the right data foundations and governance in place
TECH NEWS
A Russian state-sponsored APT is behind a recent credential theft campaign mounted via hacked public Wi-Fi gateway appliances at organizations running captive portal networks, Microsoft reports. The campaign was flagged roughly a week ago by ReliaQuest, which noticed that hackers had modified the DNS configurations of compromised small office/home
