#AI is reshaping the consulting industry
#RiseoftheRobots
AGENTS
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AI Reshaping the Consulting Industry Landscape
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Stray Cats Learning to Use Electric Blanket Like RL Agents
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We have a number of stray cats in the neighborhood, and it is going to freeze in Texas tonight, so Trista put out an electric blanket for them. Watching them circle around it, only touching with one paw at a time, reminds me of RL agents in training, where you want to yell “Oh,
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Agentic Reviewer Surpasses NeurIPS Submissions in Scale
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NeurIPS received 21,575 paper submissions this year. Our Agentic Reviewer, released last week, just surpassed this in number of papers submitted and reviewed. It's clear agentic paper reviewing is here to stay and will be impactful!
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UMA Robotics Startup Launched by Google and HuggingFace Veterans
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Congrats to @psermanet
, @RemiCadene and team on starting UMA – https://
uma.bot . Considering Pierre's track record at Google Robotics, and Remi's phenomenal work on LeRobot at HuggingFace, this is going to be great. I'm so glad to be an angel investor. -
Claude Opus 4.5 Launches with Advanced Agentic Features
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Claude Opus 4.5
Solves complex bugs and multi-doc analysis; excels in legal/enterprise reasoning; launched on Microsoft Foundry with agentic features. https://
buff.ly/Hqv6I3c -
Anthropic Launches Claude Opus 4.5 for Advanced Coding
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Claude Opus 4.5
Anthropic’s new Opus is built for serious coding, long running agents, and complex tool use. It posts top scores on coding benchmarks and is much cheaper than the old Opus tier, so more teams can actually ship with it. https://
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AI agent acts as personal quant for stock market analysis in seconds
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🚨 AI just cooked Wallstreet 🚨
— AI Breakfast (@AiBreakfast) 1 décembre 2025
This AI agent is literally like having your own Quant. It scans the stock market and runs calculations for you in seconds. This is the stuff institutions pay millions for. pic.twitter.com/4wQuvDCZQXAI just cooked Wallstreet This AI agent is literally like having your own Quant. It scans the stock market and runs calculations for you in seconds. This is the stuff institutions pay millions for.
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Community Organization and Strategic Execution for AI Implementation
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Community must organize, strategize and execute the plan.
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Shorter reasoning paths outperform longer ones in AI models
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Ever wondered why large reasoning models sometimes overcomplicate problems? This study finds shorter reasoning paths consistently outperform longer ones across stochastic decodes, but exhaustive exploration of the tree-like reasoning space is impossible due to exponential
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Memory-Efficient Embodied Agents Training with Reinforcement Learning
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Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning Gupta et al.: https://
arxiv.org/abs/2510.19732 #ArtificialIntelligence #DeepLearning #MachineLearning