Tag: logic
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Hacker News: Some Thoughts on Autoregressive Models
Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…
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Hacker News: Differentiable Logic Cellular Automata
Source URL: https://google-research.github.io/self-organising-systems/difflogic-ca/?hn Source: Hacker News Title: Differentiable Logic Cellular Automata Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses a novel approach integrating Neural Cellular Automata (NCA) with Deep Differentiable Logic Networks (DLGNs) to create a hybrid model called DiffLogic CA. This model aims to learn local rules within cellular automata…
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Hacker News: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue"
Source URL: https://openpipe.ai/blog/using-grpo-to-beat-o1-o3-mini-and-r1-on-temporal-clue Source: Hacker News Title: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue" Feedly Summary: Comments AI Summary and Description: Yes Short Summary with Insight: The provided text explores the application of reinforcement learning to enhance the deductive reasoning capabilities of smaller, open-weight models in AI. Specifically, it focuses on…
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Scott Logic: LLMs Don’t Know What They Don’t Know—And That’s a Problem
Source URL: https://blog.scottlogic.com/2025/03/06/llms-dont-know-what-they-dont-know-and-thats-a-problem.html Source: Scott Logic Title: LLMs Don’t Know What They Don’t Know—And That’s a Problem Feedly Summary: LLMs are not just limited by hallucinations—they fundamentally lack awareness of their own capabilities, making them overconfident in executing tasks they don’t fully understand. While “vibe coding” embraces AI’s ability to generate quick solutions, true progress…
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Slashdot: Goldman Sachs: Why AI Spending Is Not Boosting GDP
Source URL: https://slashdot.org/story/25/03/06/0619224/goldman-sachs-why-ai-spending-is-not-boosting-gdp Source: Slashdot Title: Goldman Sachs: Why AI Spending Is Not Boosting GDP Feedly Summary: AI Summary and Description: Yes Summary: The text discusses increasing revenues from AI infrastructure build-out, with significant implications for understanding AI investment’s real contribution to the US GDP. The disparity between reported AI-related revenue and actual investments raises…
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The Register: Xen Project delivers solid hypervisor update and keeps working on RISC-V port
Source URL: https://www.theregister.com/2025/03/06/xen_seapath_open_source_hypervisors/ Source: The Register Title: Xen Project delivers solid hypervisor update and keeps working on RISC-V port Feedly Summary: While we’re talking open source V12N, meet SEAPATH: A new hypervisor for electricity grids backed by Red Hat The Xen Project has delivered an update to its flagship hypervisor.… AI Summary and Description: Yes…