Tag: feature

  • Hacker News: Show HN: Klarity – Open-source tool to analyze uncertainty/entropy in LLM output

    Source URL: https://github.com/klara-research/klarity Source: Hacker News Title: Show HN: Klarity – Open-source tool to analyze uncertainty/entropy in LLM output Feedly Summary: Comments AI Summary and Description: Yes **Summary:** Klarity is a robust tool designed for analyzing uncertainty in generative model predictions. By leveraging both raw probability and semantic comprehension, it provides unique insights into model…

  • Hacker News: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography

    Source URL: https://toponets.github.io/ Source: Hacker News Title: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces “TopoNets,” a novel approach that incorporates brain-like topography in AI models, particularly convolutional networks and transformers, through a method called TopoLoss. This innovation results in high-performing models…

  • Slashdot: OpenAI Holds Surprise Livestream to Announce Multi-Step ‘Deep Research’ Capability

    Source URL: https://slashdot.org/story/25/02/02/2342245/openai-makes-surprise-livestream-today-for-deep-research-announcement Source: Slashdot Title: OpenAI Holds Surprise Livestream to Announce Multi-Step ‘Deep Research’ Capability Feedly Summary: AI Summary and Description: Yes Summary: OpenAI has announced a new capability called “Deep Research,” aimed at enhancing its models with multi-step reasoning abilities. This development may significantly transform knowledge work by enabling AI to autonomously navigate…

  • Slashdot: OpenAI Makes Surprise Livestream Today for ‘Deep Research’ Announcement

    Source URL: https://slashdot.org/story/25/02/02/2342245/openai-makes-surprise-livestream-today-for-deep-research-announcement?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: OpenAI Makes Surprise Livestream Today for ‘Deep Research’ Announcement Feedly Summary: AI Summary and Description: Yes Summary: OpenAI’s recent announcement regarding “Deep Research” in Tokyo hints at significant advancements in AI reasoning capabilities through a project code-named “Strawberry.” This initiative aims to enhance AI’s ability to navigate the internet…

  • Simon Willison’s Weblog: OpenAI reasoning models: Advice on prompting

    Source URL: https://simonwillison.net/2025/Feb/2/openai-reasoning-models-advice-on-prompting/ Source: Simon Willison’s Weblog Title: OpenAI reasoning models: Advice on prompting Feedly Summary: OpenAI reasoning models: Advice on prompting OpenAI’s documentation for their o1 and o3 “reasoning models" includes some interesting tips on how to best prompt them: Developer messages are the new system messages: Starting with o1-2024-12-17, reasoning models support developer…

  • Simon Willison’s Weblog: Quoting Benedict Evans

    Source URL: https://simonwillison.net/2025/Feb/2/benedict-evans/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Benedict Evans Feedly Summary: Part of the concept of ‘Disruption’ is that important new technologies tend to be bad at the things that matter to the previous generation of technology, but they do something else important instead. Asking if an LLM can do very specific and…