digitado

How Tokenization Is Turning Gold Into a Functional Asset Amid a Fragmenting Financial System “Gold is money. Everything else is credit.” J.P. Morgan said that in testimony before Congress in 1912. For most of the century that followed, the statement felt like a relic. Today it reads less like history and more like a description of how the system is quietly reconfiguring itself. Over the past three years, central banks have accumulated gold at the fastest pace in […]

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How Philip K. Dick predicted the moral logic of AI training data and labor theft 50 years before the dataset existed Part 4 of a six-part series using science fiction as a lens for understanding AI, work, and power in 2026 and beyond. The basic tool for the manipulation of reality is the manipulation of words. If you can control the meaning of words, you can control the people who must use them. Philip K. Dick, How to […]

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This tutorial shows you how to build a complete voice agent that can have natural conversations with users. You’ll create an application that listens to speech, processes it with AI, and responds back with voice—handling the full conversation loop in real-time. You’ll use AssemblyAI’s streaming speech-to-text API for real-time transcription, OpenAI’s GPT-4 for intelligent response generation, and Python’s text-to-speech libraries for voice output. The implementation uses WebSocket connections to handle streaming audio and asynchronous processing to manage conversation […]

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OpenAI is deeply embedded in political and social discourse because AI itself is. A traditional way to shape public opinion, PR, is not effective enough to help OpenAI deal with the kinds of challenges the company faces. So OpenAI bought a media company. On April 2, OpenAI announced it is acquiring TBPN, the daily tech talk show founded in 2024 by John Coogan and Jordi Hays. OpenAI says the deal is meant to accelerate global conversations around AI, […]

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Two years back, shipping a SaaS product meant throwing a bunch of cash at devs, running out of money, and then desperately crossing your fingers that your first version wouldn’t fall over on launch day. Fast forward to now, and a solo founder with a subscription to Claude and a three-day weekend can actually get something really close to the same result. That’s genuinely great for builders, but defensibility is a different story. When everyone has access to […]

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Context is precious. Don’t waste it. TL;DR: Split your AGENTS.md into layered files so your AI loads only the rules that matter for the code you touch. Common Mistake ❌ You put a single massive AGENTS.md , CLAUDE.md , GEMINI.md at your project root and cram everything into it. Framework rules, database patterns, front-end conventions, and continuous integration configuration—all loaded at once. Your AI reads rules that have nothing to do with what you’re actually working on. This wastes context and weakens the guidance […]

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Community commerce is quickly becoming one of the most powerful growth channels for modern brands. While many growth teams still rely on traditional tactics like paid ads, influencer campaigns, and social media pushes, the real competitive advantage is shifting toward fan-led growth. Instead of simply buying attention, companies are learning how to turn their most passionate customers into advocates who amplify the brand, drive sales, and shape the narrative. In the world of growth marketing, many teams are […]

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Braking system, the key module to ensure the safety and steer-ability of current vehicles, relies on extensive manual calibration during production. Reducing labor and time consumption while maintaining the Vehicle Braking Controller (VBC) performance greatly benefits the vehicle industry. Model-based methods in offline reinforcement learning, which facilitate policy exploration within a data-driven dynamics model, offer a promising solution for addressing real-world control tasks. This work proposes ReinVBC, which applies an offline model-based reinforcement learning approach to deal with […]

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The most cited figure in startup failure research comes from the U.S. Bureau of Labor Statistics: roughly 20% of businesses fail in their first year, and about 65% within ten years. For technology companies specifically, CB Insights’ analysis of over 110 startup post-mortems found that 42% failed because there was no genuine market need for what they built. Running out of cash was second at 29% — but as the report noted, cash problems typically trail the market […]

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Release: scan-for-secrets 0.3 New -r/–redact option which shows the list of matches, asks for confirmation and then replaces every match with REDACTED, taking escaping rules into account. New Python function redact_file(file_path: str | Path, secrets: list[str], replacement: str = “REDACTED”) -> int. Tags: projects

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