Author: Hunter
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7 Best Hair Masks, Tested and Reviewed (2025)
Whether you’re looking for moisture, shine, or both, these hair masks can help your locks look their best. Read more
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Why Computer Scientists Need Magic 8 Ball-Like Oracles
Hypothetical devices that can quickly and accurately answer questions have become a powerful tool in computational complexity theory. Read more
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A better way to buy and read books
Hi, friends! Welcome to Installer No. 69, your guide to the best and Verge-iest stuff in the world. (If youâre new here, welcome, get ready for some web-slinginâ, and also you can read all the old editions at the Installer homepage.) This week, Iâve been reading about Elon Muskâs gamer habits and spy satellites and… Read more
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The 5 Best OLED TVs (2025)
Looking to step up to the TV big leagues? These are the best OLED TVs you can buy. Read more
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This AI Paper from the Tsinghua University Propose T1 to Scale Reinforcement Learning by Encouraging Exploration and Understand Inference Scaling
Large language models (LLMs) are developed specifically for math, programming, and general autonomous agents and require improvement in reasoning at test time. Various approaches include producing reasoning steps in response to some prompt or using sampling and training models to generate the same step. Reinforcement learning is more likely to give self-exploration and the ability… Read more
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An In-Depth Exploration of Reasoning and Decision-Making in Agentic AI: How Reinforcement Learning RL and LLM-based Strategies Empower Autonomous Systems
Agentic AI gains much value from the capacity to reason about complex environments and make informed decisions with minimal human input. The first article of this five-part series focused on how agents perceive their surroundings and store relevant knowledge. This second article explores how that input and context are transformed into purposeful actions. The Reasoning/Decision-Making… Read more
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Creating an AI Agent-Based System with LangGraph: Adding Persistence and Streaming (Step by Step Guide)
In our previous tutorial, we built an AI agent capable of answering queries by surfing the web. However, when building agents for longer-running tasks, two critical concepts come into play: persistence and streaming. Persistence allows you to save the state of an agent at any given point, enabling you to resume from that state in… Read more
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Canada will retaliate against Trump with tariffs on US goods
Canada will set its own tariffs against US goods in retaliation to broad 25 percent tariffs President Donald Trump announced Saturday on Canadian imports. Prime Minister Justin Trudeau announced a 25 percent tariff on a total of $155 billion worth of American goods — $30 billion of that on Tuesday when Trump’s tariffs go into… Read more
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Exploration Challenges in LLMs: Balancing Uncertainty and Empowerment in Open-Ended Tasks
LLMs have demonstrated impressive cognitive abilities, making significant strides in artificial intelligence through their ability to generate and predict text. However, while various benchmarks evaluate their perception, reasoning, and decision-making, less attention has been given to their exploratory capacity. Exploration, a key aspect of intelligence in humans and AI, involves seeking new information and adapting… Read more
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Can AI Understand Subtext? A New AI Approach to Natural Language Inference
Understanding implicit meaning is a fundamental aspect of human communication. Yet, current Natural Language Inference (NLI) models struggle to recognize implied entailments—statements that are logically inferred but not explicitly stated. Most current NLI datasets are focused on explicit entailments, making the models insufficiently equipped to deal with scenarios where meaning is indirectly expressed. This limitation… Read more