Did a search today for the closing time of Cedar Point. Siri failed (no surprise). Google Gemini app failed (this was a bit shocking). OpenAI ChatGPT 4o nailed it with some very useful context. One example, but Google losing at its own game is not good.
@paulroetzer
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Human Expertise Critical for Trustworthy AI Research Deployment
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The importance of verification and critical thinking applied to @OpenAI and @GoogleDeepMind Deep Research is fundamental, but so little understood and discussed.
— Paul Roetzer (@paulroetzer) 3 juillet 2025
Human experts must be in the loop for the tech to be used in an optimal and trustworthy way by brands. https://t.co/2nNlWSw3cfThe importance of verification and critical thinking applied to @OpenAI and @GoogleDeepMind Deep Research is fundamental, but so little understood and discussed. Human experts must be in the loop for the tech to be used in an optimal and trustworthy way by brands.
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Using ChatGPT to Create Synthetic Data and Build Skills
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Yes! More of this on resumes and in interviews. “My company won't let me upload our data, so I said F that, asked ChatGPT and made synthetic data, and learned the skills to build XYZ tools.”
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Meta Targets Top AI Company CEOs in Recruitment Push
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Meta apparently ran a search for top AI companies by funding, and then just started calling the CEOs. If you are the CEO of an AI company that did not get a call from Zuckerberg, sorry.
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Replit overlooked in AI talent acquisition race by Big Tech
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I don’t hear Replit mentioned much in all this talk of AI talent and company acquisitions from Meta, Apple, OpenAI, Microsoft and others. Maybe that will change soon.
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Why target AI model providers instead of base model creators?
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I don’t understand the models argument. Wouldn’t they still be reliant on GPT-X, Llama, Claude, etc? Why not just go after Anthropic or Cohere, or something along those lines?
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AI-Driven Growth Strategy Eliminates Need for Workforce Reduction
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Massive compounding value for the companies that take this approach. No need to reduce workforce if you can accelerate growth!
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Change Management Critical for AI Implementation Workplace Adoption
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Plus, change management is essential. Just purely injecting AI for efficiency gains will face tremendous friction among workers who fear for their jobs already, and lack a clear vision from leadership. Unless the intention is just to replace most of them with AI anyways,
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Scaling AI Through Employee Education and Leadership Empowerment
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Centralizing this to individuals will make it very hard to scale AI across departments, especially if they are technical hires with limited business sense. Empowering leaders and professionals through AI education and training is likely a necessary and complementary approach.