Find My and Find Hub Network Research | Caesar Creek Software

Imagine seamless collaboration between labs high-resolution imaging, instant data sharing, zero latency.

That’s the power of the Versitron Scalable Fiber Optics for Research, built to support evolving scientific demands.

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Breaking the boundaries of traditional material design using machine learning!
What if new alloys could be discovered in weeks, not years?
#SciComm #ResearchTech
🌐 https://c2f.lovable.app/
How the von Neumann bottleneck is impeding AI computing

The von Neumann architecture, which separates compute and memory, is perfect for conventional computing. But it creates a data traffic jam for AI.

IBM Research
Surveys face a crisis: human participation down, AI bots up. This skews data for policy & markets. Lauren Leek's fix: engaging design, AI detection, smart incentives & diverse data sources. #SurveyCrisis #AIData #ResearchTech
🚀 Ah, the pinnacle of intellectual achievement: another GitHub dump glorified as a 'position paper.' 🤔 Apparently, when you throw around enough #buzzwords like "fractured" and "entangled," it magically upgrades from a code repo to groundbreaking research. 🙄
https://github.com/akarshkumar0101/fer #GitHubDump #PositionPaper #ResearchTech #EntangledFractured #HackerNews #ngated
GitHub - akarshkumar0101/fer: Code for the Fractured Entangled Representation Hypothesis position paper!

Code for the Fractured Entangled Representation Hypothesis position paper! - akarshkumar0101/fer

GitHub
A Survey of AI Agent Protocols

The rapid development of large language models (LLMs) has led to the widespread deployment of LLM agents across diverse industries, including customer service, content generation, data analysis, and even healthcare. However, as more LLM agents are deployed, a major issue has emerged: there is no standard way for these agents to communicate with external tools or data sources. This lack of standardized protocols makes it difficult for agents to work together or scale effectively, and it limits their ability to tackle complex, real-world tasks. A unified communication protocol for LLM agents could change this. It would allow agents and tools to interact more smoothly, encourage collaboration, and triggering the formation of collective intelligence. In this paper, we provide a systematic overview of existing communication protocols for LLM agents. We classify them into four main categories and make an analysis to help users and developers select the most suitable protocols for specific applications. Additionally, we conduct a comparative performance analysis of these protocols across key dimensions such as security, scalability, and latency. Finally, we explore future challenges, such as how protocols can adapt and survive in fast-evolving environments, and what qualities future protocols might need to support the next generation of LLM agent ecosystems. We expect this work to serve as a practical reference for both researchers and engineers seeking to design, evaluate, or integrate robust communication infrastructures for intelligent agents.

arXiv.org
Glidelogic's ResearchMind AI platform achieves near-top SOTA score of 8.8-9.0, dramatically reducing research proposal development time from days to under an hour #AI #ResearchTech

🚀 RAG Systems in Action

New research shows how #AI architectures:
📊 Turn unstructured data into query-ready knowledge
🤝 Enable global research collaboration
🌱 Support climate modeling & biomedical breakthroughs

Case studies & open-source tools:
https://link.illustris.org/largedatasetswithrag

#OpenScience #MachineLearning #DataEngineering #ResearchTech

Custom WordPress Plugins: Design, Develop, and Distribute | LinkedIn Learning, formerly Lynda.com

This course is designed to take you from a casual WordPress user to a capable plugin developer, guiding you through the creation of three distinct types of plugins: a custom post type plugin, a simple contact form plugin, and a basic social media sharing plugin. Through hands-on, step-by-step instruction, learn vital skills like registering custom post types, handling form submissions securely, and integrating popular social media sites. Take this course to not only create and customize your own plugins but also understand how to prepare them for submission to the WordPress Plugin Directory, empowering you to enhance WordPress sites with unique, functional tools–and possibly start your own plugin business.