Tag: limitations

Source URL: https://the-decoder.com/openais-new-orion-model-reportedly-shows-small-gains-over-gpt-4/ Source: Hacker News Title: OpenAI’s new "Orion" model reportedly shows small gains over GPT-4 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the stagnation in the performance of large language models (LLMs), particularly OpenAI’s upcoming Orion model, which shows minimal gains compared to its predecessor, GPT-4. It highlights…

Slashdot: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find

—

by

Source URL: https://slashdot.org/story/24/11/10/1911204/generative-ai-doesnt-have-a-coherent-understanding-of-the-world-mit-researchers-find Source: Slashdot Title: Generative AI Doesn’t Have a Coherent Understanding of the World, MIT Researchers Find Feedly Summary: AI Summary and Description: Yes Summary: The text discusses a study from MIT revealing that while generative AI, particularly large language models (LLMs), exhibit impressive capabilities, they fundamentally lack a coherent understanding of the…

Simon Willison’s Weblog: Everything I’ve learned so far about running local LLMs

—

by

Source URL: https://simonwillison.net/2024/Nov/10/running-llms/#atom-everything Source: Simon Willison’s Weblog Title: Everything I’ve learned so far about running local LLMs Feedly Summary: Everything I’ve learned so far about running local LLMs Chris Wellons shares detailed notes on his experience running local LLMs on Windows – though most of these tips apply to other operating systems as well. This…

Hacker News: Everything I’ve learned so far about running local LLMs

—

by

Source URL: https://nullprogram.com/blog/2024/11/10/ Source: Hacker News Title: Everything I’ve learned so far about running local LLMs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an extensive exploration of Large Language Models (LLMs), detailing their evolution, practical applications, and implementation on personal hardware. It emphasizes the effects of LLMs on computing, discussions…

The Register: Everything you need to know to start fine-tuning LLMs in the privacy of your home

—

by

Source URL: https://www.theregister.com/2024/11/10/llm_finetuning_guide/ Source: The Register Title: Everything you need to know to start fine-tuning LLMs in the privacy of your home Feedly Summary: Got a modern Nvidia or AMD graphics card? Custom Llamas are only a few commands and a little data prep away Hands on Large language models (LLMs) are remarkably effective at…

Hacker News: Physical Intelligence’s first generalist policy AI can finally do your laundry

—

by

Source URL: https://www.physicalintelligence.company/blog/pi0 Source: Hacker News Title: Physical Intelligence’s first generalist policy AI can finally do your laundry Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents significant advancements in robot foundation models, specifically the development of π0, a model aiming to endow robots with physical intelligence. It highlights the challenges and…

Hacker News: LLMs have indeed reached a point of diminishing returns

—

by

Source URL: https://garymarcus.substack.com/p/confirmed-llms-have-indeed-reached Source: Hacker News Title: LLMs have indeed reached a point of diminishing returns Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the limitations and diminishing returns of scaling in AI, particularly in deep learning and large language models (LLMs). It highlights a growing recognition within the industry of…

Hacker News: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI

Nov 9, 2024

—

by

Source URL: https://epochai.org/frontiermath/the-benchmark Source: Hacker News Title: FrontierMath: A benchmark for evaluating advanced mathematical reasoning in AI Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes FrontierMath, a rigorous benchmark developed to evaluate AI systems’ mathematical reasoning capabilities using complex, original mathematical problems. Despite AI advancements, current models perform poorly, solving less…

Slashdot: Google Rolls Out Its Gemini AI-powered Video Presentation App

Nov 9, 2024

—

by