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I keep reading agentic AI postmortems that arrive at a conclusion I learned in 2011: the model is only as good as the product catalog underneath it. The framing is new. The lesson is not. I have spent 15 years working with Salesforce CPQ and CLM, currently serving as Lead
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Featured image credit: Original AI-assisted illustration created for this article. Imagine a quarterly business review. Ten minutes in, three defensible numbers appear on the screen. Marketing reports $4.2 million in attributed revenue. Sales reports $3.8 million in closed-won pipeline. Finance reports $3.4 million in booked revenue. Every
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Artificial Intelligence (AI), and especially Large Language Models (LLMs) like ChatGPT, Claude, or Gemini, have become part of everyday life for millions of people. There are some concerns around them, though, including data privacy and concentration of power in a small number of big-tech companies. Luckily, we can fight these
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A skill nobody finds in time is a skill you don't have. TL;DR: Split every skill description into three sentences: when to read it, when to use it, and what it does. Common Mistake ❌ You write a skill description as one long paragraph. It explains everything the
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Artificial intelligence has the potential to be a revolutionary innovation for supercharging the development of the global biotech industry, transforming it from a trial-and-error-driven industry into a data-oriented rapid-discovery ecosystem. According to BioSpace insights, the AI in biotechnology market size is expected to exceed $31.87 billion by 2035, owing
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Imagine a migration rehearsal with a reassuring result: every expected deal has arrived, the import error queue is empty, and the pipeline total matches. Then someone opens a renewal. It belongs to the wrong subsidiary. Nothing in the import summary has to turn red for that to happen. The wrong
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OpenAI just dropped GPT-6 Astra, and the tech community is undergoing the usual benchmark observing ritual. Did we actually finally cross into the “AGI era”? The numbers behind Astra are, yes, crazy: 99.9% on ARC-AGI-3, 72.6% on OSWorld 2.0, which might be a sign of us entering
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I’ve been building realtime products for years: group chat, voice pipelines, streaming AI assistants. Two kinds of pain kept following me around. The first was WebSockets. Every project grew the same untyped receive_json handler with an if/else chain, hand-written validation, and no contract the frontend could rely
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Flock AI Now Tracking People Based on Behavior For years, Flock Safety, a leading vehicle surveillance company, has marketed its technology as simply reading license plates. This technology entered the marketplace as a tool for "crime prevention", although it's not entirely clear how that works. A
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There's a specific kind of pull request happening right now that would have been unthinkable three years ago: a feature branch opens, tests run, a bot writes the implementation, a human clicks "approve," and the change ships — and the human never typed a line of the
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Welcome to HackerNoon’s Writing Prompts! Would you like to take a stab at answering some of these questions? The link for the template is HERE. 1. What is your company in 2–5 words? AI that writes like you. 2. Why is now the time for your company to
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Autonomous vehicles are the future, and they're not just cars. Boats, trucks, aircraft, and everything is quietly going driverless. As an AI researcher, the corner of that world I care about most is fully autonomous, AI-integrated unmanned systems, including UAVs and UGVs. I've spent the last
