Tag: benchmarks
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The Register: Only 4 percent of jobs rely heavily on AI, with peak use in mid-wage roles
Source URL: https://www.theregister.com/2025/02/11/ai_impact_hits_midtohigh_wage_jobs/ Source: The Register Title: Only 4 percent of jobs rely heavily on AI, with peak use in mid-wage roles Feedly Summary: Mid-salary knowledge jobs in tech, media, and education are changing. Folk in physical jobs have less to sweat about Workers in just four percent of occupations use AI for three quarters…
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Hacker News: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
Source URL: https://arxiv.org/abs/2502.05171 Source: Hacker News Title: Scaling Up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel language model architecture that enhances test-time computation through latent reasoning, presenting a new methodology that contrasts with traditional reasoning models. It emphasizes the…
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Hacker News: PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models
Source URL: https://arxiv.org/abs/2502.01584 Source: Hacker News Title: PhD Knowledge Not Required: A Reasoning Challenge for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses a new benchmark for evaluating the reasoning capabilities of large language models (LLMs), highlighting the difference between evaluating general knowledge compared to specialized knowledge.…
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Hacker News: Building a list of European projects/companies, can you help me to add more?
Source URL: https://github.com/uscneps/Awesome-European-Tech Source: Hacker News Title: Building a list of European projects/companies, can you help me to add more? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights various European projects centered around privacy, sustainability, and innovation within the tech ecosystem. It emphasizes compliance with standards like GDPR, which enhances data…
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Hacker News: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf]
Source URL: https://arxiv.org/abs/2502.03860 Source: Hacker News Title: Bolt: Bootstrap Long Chain-of-Thought in LLMs Without Distillation [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces BOLT, a method designed to enhance the reasoning capabilities of large language models (LLMs) by generating long chains of thought (LongCoT) without relying on knowledge distillation. The…
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Hacker News: Why Tracebit is written in C#
Source URL: https://tracebit.com/blog/why-tracebit-is-written-in-c-sharp Source: Hacker News Title: Why Tracebit is written in C# Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the decision behind choosing C# as the programming language for a B2B SaaS security product, Tracebit. It highlights key factors such as productivity, open-source viability, cross-platform capabilities, language popularity, memory…