January 15, 2025

Software

The 3 Major Actions in Favor of the Bitcoin Revolution That Donald Trump Must Take Immediately | HackerNoon

Donald Trump made a lot of promises to the Bitcoin community during his 2024 presidential campaign. We even saw him turn up at the Bitcoin Conference in Nashville to secure ever more votes but above all, funds for his campaign. Donald Trump has talked a lot and promised a lot. With his inauguration set for January 20, 2025, the time has come for Donald Trump to keep his promises. There have been doubts in recent

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Software

The New Yorker’s Attack on Skycoin: A Case Study in Media Bias | HackerNoon

Today on X (formerly Twitter), Skycoin founder Brandon Smietana formally demanded a public apology and retraction from Condé Nast and its flagship media, The New Yorker. The demand follows the publication of an article titled “Pumpers, Dumpers, and Shills: The Skycoin Saga” in August 2021, which Smietana alleges is filled with false claims and fabrications. “Today, I am demanding a formal, public apology and retraction from Condé Nast and its flagship media, The New Yorker,

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Making Sense of AI Learning Proofs | HackerNoon

Authors: (1) Jongmin Lee, Department of Mathematical Science, Seoul National University; (2) Ernest K. Ryu, Department of Mathematical Science, Seoul National University and Interdisciplinary Program in Artificial Intelligence, Seoul National University. Abstract and 1 Introduction 1.1 Notations and preliminaries 1.2 Prior works 2 Anchored Value Iteration 2.1 Accelerated rate for Bellman consistency operator 2.2 Accelerated rate for Bellman optimality opera 3 Convergence when y=1 4 Complexity lower bound 5 Approximate Anchored Value Iteration 6 Gauss–Seidel

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Breaking Down the Inductive Proofs Behind Faster Value Iteration in RL | HackerNoon

Authors: (1) Jongmin Lee, Department of Mathematical Science, Seoul National University; (2) Ernest K. Ryu, Department of Mathematical Science, Seoul National University and Interdisciplinary Program in Artificial Intelligence, Seoul National University. Abstract and 1 Introduction 1.1 Notations and preliminaries 1.2 Prior works 2 Anchored Value Iteration 2.1 Accelerated rate for Bellman consistency operator 2.2 Accelerated rate for Bellman optimality opera 3 Convergence when y=1 4 Complexity lower bound 5 Approximate Anchored Value Iteration 6 Gauss–Seidel

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Robotics

This fast and agile robotic insect could someday aid in mechanical pollination

With a more efficient method for artificial pollination, farmers in the future could grow fruits and vegetables inside multilevel warehouses, boosting yields while mitigating some of agriculture’s harmful impacts on the environment. To help make this idea a reality, MIT researchers are developing robotic insects that could someday swarm out of mechanical hives to rapidly perform precise pollination. However, even the best bug-sized robots are no match for natural pollinators like bees when it comes

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Foundational Lemmas for Bellman Optimality and Anti-Optimality Operators | HackerNoon

Authors: (1) Jongmin Lee, Department of Mathematical Science, Seoul National University; (2) Ernest K. Ryu, Department of Mathematical Science, Seoul National University and Interdisciplinary Program in Artificial Intelligence, Seoul National University. Abstract and 1 Introduction 1.1 Notations and preliminaries 1.2 Prior works 2 Anchored Value Iteration 2.1 Accelerated rate for Bellman consistency operator 2.2 Accelerated rate for Bellman optimality opera 3 Convergence when y=1 4 Complexity lower bound 5 Approximate Anchored Value Iteration 6 Gauss–Seidel

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AR/VR

Forget Nvidia: Ndea wants to build AI that keeps improving on its own with ‘no bottlenecks in sight’

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More François Chollet, a former Google engineer and the creator of the widely-used Python deep learning framework Keras, has co-founded Ndea, a new AI research and science lab, alongside Mike Knoop, co-founder of Zapier. In a post on the startup’s new website, the founders explain their goals of combining intuitive pattern recognition, enabled by deep learning, with

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AI

Water Cooler Small Talk: Benford’s Law

STATISTICS A look into the strange first digit distribution of naturally occurring datasets Maria Mouschoutzi, PhD · Follow Published in Towards Data Science · 9 min read · 8 hours ago — Image created by the author using GPT-4 / All other images created by the author unless specified otherwise Ever heard a co-worker confidently declaring something like “The longer I lose at roulette, the closer I am to winning?” Or had a boss that

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AR/VR

Microsoft’s AutoGen update boosts AI agents with cross-language interoperability and observability

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Microsoft has updated its AutoGen orchestration framework so the agents it helps build can become more flexible and give organizations more control.  AutoGen v0.4 brings robustness to AI agents and solves issues customers identified around architectural constraints.  “The initial release of AutoGen generated widespread interest in agentic technologies,” Microsoft researchers said in a blog post. “At the

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AR/VR

Microsoft launches Copilot Chat with AI agents; take that, Gemini!

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Microsoft has been positioning Copilot as the “UI for AI.” The company has already launched several variants of the GPT-4o-powered assistant for business and personal users. Now, as the next step in this work, it is launching Microsoft 365 Copilot Chat — a rebranded version of its free AI chat experience for businesses, enhanced with agentic

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