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From KYC to KYA: how AI agents are reshaping payment risk

The next phase of digital payments may not be defined by faster checkouts or cheaper transfers, but by a more uncomfortable question: who or what is being trusted to move money? As businesses begin experimenting with AI agents that can search for suppliers, compare prices, negotiate terms, initiate payments, and reconcile invoices, the…

AI

Through algorithmic lens: Retracing dawn of modern Korea in Seoul

Artificial intelligence (AI)-assisted travel often has a goal of finding cheaper flight tickets and affordable accommodation options. Recently, however, an acquaintance of mine living in Seattle reached out asking for advice on planning her upcoming trip to Korea. She confessed to relying heavily on generative AI.

AI

The Browsing LLM's Frustrating Limitations

直接在瀏覽器跑 LLM,既兼顧隱私又不用複雜的GPU設定,太完美了吧? 從 WebLLM 到 Transformers.js,前端社群有一群反骨仔吹起一股「邊緣 LLM」的熱潮,可是,當真正將模型落地到使用者的瀏覽器時,第一個面對的考驗就是,WebGPU 真的有比 WASM 快嗎? 這陣子實測的結論比想像中更加戲劇化, 500M 以下的微型模型,WASM 反而快了 12%,但是對於 3B…

  • Browser-based LLMs face performance limits
  • WASM outperforms WebGL/WebGPU for models <500 million parameters
  • Chrome crashes with models >3 billion parameters due to lack of physical head

AI

The Agentic Economy Needs a Market for Work

Most AI agents still live inside a chat window. They can write code, search for information, call an API, or prepare a document, but they usually stop when the task leaves the boundaries of their own…

  • Agents can hire other agents or pay humans for tasks beyond their capabilities
  • Agentic economy enables marketplace for task collaboration and payment
  • Smart contracts ensure immutable financial transactions and rules

AI

Learn Provider-Agnostic Model Routing by Building a Tiny LLM Switchboard

Every few weeks a new model drops and my study group chat fills up with screenshots: "this one is cheaper," "this one is better at code," "switch now." I can never verify any of it quickly, because my…

  • Python script enables provider-agnostic routing between multiple LLM providers
  • Switchboard routes tasks to different backends based on task type (summarize, code, chat)
  • Script adds single entry to adapt to new models, maintains evaluation criteria

AI

Twitch Is Training Amazon’s AI Models With Your Content; Here’s How To Opt Out

Live streaming platform Twitch is now allowing Amazon, its parent company, to use streamer content to train generative AI models, with the feature enabled by default. Unsurprisingly, the move has sparked backlash from the platform’s community, particularly because creators have to manually opt out rather than explicitly agreeing to have…

AI

AI isn’t ready to research itself

Nature, Published online: 13 August 2026; doi:10.1038/d41586-026-02494-5 An agentic system successfully developed concepts from two computer-science papers — but the original authors were not…

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