Metal MCP Server

Deep Research Report on LLM News

Main Topics:
**Label** - Importance: 107.33
**2409** - Importance: 74.82
**17515** - Importance: 52.37
**Arxiv** - Importance: 50.68
**Toggle** - Importance: 48.63
**Https** - Importance: 31.00
**Org** - Importance: 5.52

Key Insights:
**Computer Science > Artificial Intelligence**
   - arXiv:2409.17515 (cs) [Submitted on 26 Sep 2024 (v1), last revised 30 Oct 2024 (v3)]
   - Title: From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
   - Authors: Xinlei Wang, Maike Feng, Jing Qiu, Jinjin Gu

**LLM & Generative AI News**
   - Meta’s big, expensive AI bet hinges on giving its models away for free
   - Generative AI could soon decimate the call center industry, says CEO
   - 5 Pro enters public preview on Vertex AI

**Co-LLM Project**
   - Co-LLM trains a general-purpose LLM to collaborate with expert models
   - Used data like the BioASQ medical set to couple a base LLM with expert LLMs

Sources:
[Computer Science > Artificial Intelligence](https://arxiv.org/abs/2409.17515)
[May 2024 Top LLM & Generative AI News, Research, & Open-Source Tools](https://odsc.medium.com/may-2024-top-llm-generative-ai-news-research-open-source-tools-0ad7f0b28f31)
[LLMs for innovation and technology intelligence: news categorization and trend signal detection](https://medium.com/mapegy-tech/llms-for-innovation-and-technology-intelligence-news-categorization-and-trend-signal-detection-ec4171627937)
[Enhancing LLM collaboration for smarter, more efficient solutions](https://news.mit.edu/2024/enhancing-llm-collaboration-smarter-more-efficient-solutions-0916)
[LLMs develop their own understanding of reality as their language abilities improve](https://news.mit.edu/2024/llms-develop-own-understanding-of-reality-as-language-abilities-improve-0814)
[Brain News Topics Analysis with LLM](https://braincompany.co/bntallm.html)
[From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection | OpenReview](https://openreview.net/forum?id=tj8nsfxi5r&referrer=%5Bthe%20profile%20of%20Jinjin%20Gu%5D(%2Fprofile%3Fid%3D~Jinjin_Gu1))
[LLMs aren’t always bad at writing news headlines](https://sixcolors.com/post/2025/01/llms-arent-always-bad-at-writing-news-headlines/)
[Things we learned about LLMs in 2024 | Hacker News](https://news.ycombinator.com/item?id=42560558)
[News](https://www.infoq.com/llms/news/)
[AI and LLM News Articles (2023) - Health Research Alliance](https://www.healthra.org/resources/ai-and-llm-news-articles-2023/)
[What’s Currently Happening in LLMs? (Q2 2024)](https://www.startus-insights.com/innovators-guide/llm-news-brief/)
[Thomson Reuters CoCounsel Tests Custom LLM from OpenAI, Broadening its Multi-Model Product Strategy](https://www.prnewswire.com/news-releases/thomson-reuters-cocounsel-tests-custom-llm-from-openai-broadening-its-multi-model-product-strategy-302314877.html)
[Can AI Hold Consistent Values? Stanford Researchers Probe LLM Consistency and Bias](https://hai.stanford.edu/news/can-ai-hold-consistent-values-stanford-researchers-probe-llm-consistency-and-bias)
[We Built a News Site Powered by LLMs and Public Data: Here’s What We Learned](https://generative-ai-newsroom.com/we-built-a-news-site-powered-by-llms-and-public-data-heres-what-we-learned-aba6c52a7ee4)
[Extracting Structured Insights from Financial News: An Augmented LLM Driven Approach](https://arxiv.org/html/2407.15788v1)
[What would you like to report?](https://dl.acm.org/doi/10.1145/3677052.3698642)
[An Exploration of Large Language Models for Verification of News Headlines](https://ieeexplore.ieee.org/document/10411561/)
[AI and Large Language Models (LLM) - Health Research Alliance](https://www.healthra.org/communities/ai-and-large-language-models/)
[Can Language Models Really Understand? Study Uncovers Limits in AI Logic - Neuroscience News](https://neurosciencenews.com/llm-ai-logic-27987/)
[NVIDIA LLM News](https://www.nvidia.com/en-us/deep-learning-ai/large-language-model-news/)