Enterprise AI is entering a new phase — one where the central question is no longer what can be built, but how to make the most of our AI investment. At VentureBeat’s latest AI Impact Tour session, Brian Gracely, director of portfolio strategy at Red Hat, described the operational reality inside large organizations: AI sprawl,…
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The journey from a laboratory hypothesis to a pharmacy shelf is one of the most grueling marathons in modern industry, typically spanning 10 to 15 years and billions of dollars in investment. Progress is often stymied not just by the inherent mysteries of biology, but by the “fragmented and difficult to scale” workflows that force…
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Confirming it has reached 3 million weekly developers, OpenAI is massively updating its Codex developer environment via its Mac and Windows desktop apps today to bring it closer to the “Super App” the company has confirmed it is pursuing. Before today, Codex was primarily an environment for using OpenAI’s underlying language models to write, edit,…
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Taylor and Luke, walk through exactly how the Prophit Engine system enables one person to deliver the work and outcome of three. This isn’t about replacing people with AI. It’s about what happens when you combine 12 years of methodology, a purpose-built data infrastructure, and an operator empowered by enterprise-grade tooling. In this roundtable replay,…
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Taylor Rath is the General Manager at Bryan Anthonys. Follow her on Instagram at LinkedIn at https://www.linkedin.com/in/taylor-rath/. Victoria Emerson FOLLOW UP WITH ANDREW X: https://x.com/andrewjfaris Email: podcast@ajfgrowth.com Work With AJF Growth: https://ajfgrowth.com INTELLIGEMS Intelligems brings A/B testing to business decisions beyond copy and design. Test your pricing, shipping charges, free shipping thresholds, offers, SaaS tools,…
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Anthropic is publicly releasing its most powerful large language model yet, Claude Opus 4.7, today — as it continues to keep an even more powerful successor, Mythos, restricted to a small number of external enterprise partners for cybersecurity testing and patching vulnerabilities in the software said enterprises use (which Mythos exposed rapidly). The big headlines…
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Gloria Chou’s untraditional, proven approach has helped small businesses across industries earn over a billion organic views and land features in outlets like Forbes, Vogue, Oprah Daily, BuzzFeed and Business Insider —all without pay-to-play. Named the #1 small business PR expert by ChatGPT and Al search, she’s leading the charge in helping overlooked founders dominate…
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Microsoft assigned CVE-2026-21520, a CVSS 7.5 indirect prompt injection vulnerability, to Copilot Studio. Capsule Security discovered the flaw, coordinated disclosure with Microsoft, and the patch was deployed on January 15. Public disclosure went live on Wednesday. That CVE matters less for what it fixes and more for what it signals. Capsule’s research calls Microsoft’s decision…
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AI agents are now embedded in real enterprise workflows, and they’re still failing roughly one in three attempts on structured benchmarks. That gap between capability and reliability is the defining operational challenge for IT leaders in 2026, according to Stanford HAI’s ninth annual AI Index report. This uneven, unpredictable performance is what the AI Index…
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Creating self-improving AI systems is an important step toward deploying agents in dynamic environments, especially in enterprise production environments, where tasks are not always predictable, nor consistent. Current self-improving AI systems face severe limitations because they rely on fixed, handcrafted improvement mechanisms that only work under strict conditions such as software engineering. To overcome this…
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