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How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## ClickFix Attacks Are Targeting VC and Fintech Talent with New Multi-Stage Loader Techniques By @moonlock [ 11 Min read ] New ClickFix attacks target crypto pros via fake LinkedIn job offers. Learn how multi-stage loaders steal assets and how to protect yourself from these […]

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Multi-task learning shows strikingly inconsistent results — sometimes joint training helps substantially, sometimes it actively harms performance — yet the field lacks a principled framework for predicting these outcomes. We identify a fundamental but unstated assumption underlying gradient-based task analysis: tasks must share training instances for gradient conflicts to reveal genuine relationships. When tasks are measured on the same inputs, gradient alignment reflects shared mechanistic structure; when measured on disjoint inputs, any apparent signal conflates task relationships with […]

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Sentiment analysis of Thai social media texts remains challenging due to the lack of explicit word boundaries, informal language, and high linguistic variability, further exacerbated by class imbalance, short texts, and ambiguous categories. Recent transformer-based models, particularly WangchanBERTa, have shown strong performance in Thai NLP; however, their ability to extract fine-grained, sentiment-specific local features remains limited when applied to noisy, short social media texts. This study proposes a lightweight hybrid framework that integrates WangchanBERTa with multiple neural architectures, […]

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Every failed decentralized autonomous organization (DAO) tells roughly the same story: a burst of idealism, a Discord server with too many channels, and a treasury someone eventually walked off with. Magenta Ceiba has spent years building the exceptions. As a project manager at dOrg, one of the few DAOs that has quietly kept working since 2019 and the first ever legally recognized as an LLC in the US, and co-founder of Bloom Network, a regenerative social cooperative building […]

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Scott Hsu, a Technical Program Manager in the Office of the CTO at Rippling, argues that the software industry is completing a cycle that began two decades ago — and that AI has just made the outcome inevitable. History does not repeat in software. But it does rhyme, and right now it is rhyming loudly. Twenty years ago, a small number of software giants — SAP, Oracle, Microsoft — controlled nearly everything businesses ran on. They were the […]

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In recent years, wearable sensing technologies have been widely used for motion analysis in sports; however, in kendo, motion evaluation still largely relies on subjective assessment, and quantitative approaches remain limited. This study proposes an embedded Inertial Measurement Unit (IMU) based sensing system for motion analysis of kendo swings. The system integrates a compact IMU and a microcontroller within the handle of a bamboo sword (shinai), enabling unobtrusive measurement without affecting usability. To achieve robust orientation estimation under […]

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If you order groceries in India and they arrive in 10 minutes, there’s a dark store within 2–3 kilometres of your house. These are small, windowless warehouses — no walk-in customers, no signage, just pickers and riders. Blinkit, Zepto, and Swiggy Instamart collectively operate thousands of them across the country. I wanted the coordinates of every single one. Why? Partly curiosity about the infrastructure density of India’s Q-Commerce boom, partly a practical engineering challenge I wanted to document. […]

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Backtests often look far better on paper than they do in live markets. The usual reason is not that the idea was completely wrong. It is that the strategy was tuned too closely to the past, then judged on the same data it was trained on. That is exactly the problem we will address in this guide. We are going to build a complete walk-forward backtesting pipeline in Python using AAPL data from 2010 onward. The pipeline will […]

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The indie hacker hierarchy is bullshit, and I fell for it anyway. I bought another domain this week. I don’t actually need it. I already have a business that works, one that pays me every month, serves a real audience, and has been running for almost a decade. Wtf. But I bought it anyway because brainstorming ideas with Claude and browsing Namecheap at night kinda feels like building. I tweeted about this recently and the gist was that […]

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