February 2026

Continual learning systems are increasingly deployed in environments where retraining or reset is infeasible, yet many approaches emphasize task performance rather than the evolution of internal representations over time. In this work, we study a minimal continual learning agent designed to isolate representational dynamics from architectural complexity and optimization objectives. The agent maintains a persistent state vector across executions and incrementally updates it as new textual data is introduced. We quantify representational change using cosine similarity between successive […]

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Google Antigravity is a powerhouse. As an agentic development platform, it’s remarkably capable of remembering context and executing complex instructions. But after using it to build a turn-based algorithmic simulation of Genesis, I realized something critical: The platform is only as smart as the architect directing it. If you aren’t a developer, you’ll find yourself staring at a “perfect” piece of software that doesn’t actually work. Here is how I used my engineering intuition to bridge the gap […]

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Learning-based methods commonly treat state estimation in robotics as a sequence modeling problem. While this paradigm can be effective at maximizing end-to-end performance, models are often difficult to interpret and expensive to train, since training requires unrolling sequences of predictions in time. As an alternative to end-to-end trained state estimation, we propose a novel particle filtering algorithm in which models are trained from individual state transitions, fully exploiting the Markov property in robotic systems. In this framework, measurement […]

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Byline: By focusing on one of healthcare’s most overlooked problems—documentation—Foster AI is using AI to reduce doctor burnout and quietly build India’s healthcare data foundation. Article: India’s healthcare system does not suffer from a lack of intent. It suffers from a lack of time. With a doctor-to-patient ratio of roughly 1:1600—far below the World Health Organisation’s recommended 1:1000—clinicians in public hospitals routinely see 30 to 50 patients a day. In that environment, documentation becomes the casualty. Notes are […]

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Welcome to HackerNoon’s Meet the Writer Interview series, where we learn a bit more about the contributors that have written some of our favorite stories. So let’s start! Tell us a bit about yourself. For example, name, profession, and personal interests. I am Yash, currently an undergrad at the Indian Institute of Technology Roorkee, studying Materials Engineering. Also, I am a part of the Blockchain Society of IIT Roorkee. I am more into developing on blockchain, but recently […]

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Imagine telling Claude: “Reply ‘Running 10 minutes late’ to Sarah and attach that funny cat meme I just uploaded.” Seconds later — done. No switching apps. No copy-pasting. Everything stays local, private, and scripted through natural language. That’s exactly what whatsapp-mcp-go enables. This lightweight, pure-Go project bridges your personal WhatsApp account to Claude Desktop (or Cursor) via the Model Context Protocol (MCP). Claude can read chats, search contacts, send messages (text, images, voice notes), and download media — […]

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Multi-Asset Momentum: Diversification Drives Activity on SIFX Global retail trading activity continues to evolve, with traders increasingly shifting from single-market exposure toward diversified, cross-asset strategies. In this environment, SIFX has reported measurable growth in multi-asset trading activity across its platform, reflecting broader market trends seen throughout 2026. According to platform data, users are engaging more actively across forex, commodities, cryptocurrencies, and equity-linked CFDs rather than concentrating on a single asset class. This diversification pattern suggests a maturing user […]

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AI in local government often fails because it’s used as a passive FAQ bot. Drawing on global methodologies from Dubai’s One Million Prompters initiative, this article outlines a ‘Civic AI Framework.’ By mastering prompt engineering, residents can use agentic AI like Readyly to audit local data, propose community solutions, and turn digital transparency into real-world action

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