Explore the latest updates from Caylent, including industry trends, expert insights, company news, and more.
Work Trend Index: Microsoft’s latest research on the ways we work.
The Work Trend Index provides data-driven insights to help people and organizations thrive amid ongoing change and disruption.
Settling in, and looking ahead - pckt - Dev Journal
Hey Bloggers ! A lot has happened since our last post. Which always seems to be the case... We've been hard at work crafting new features and refining existing...
Discord Blog
Discover the latest news and app updates, stories, company insights, and plenty more about Discord, all in one place.
Discord Blog
Discover the latest news and app updates, stories, company insights, and plenty more about Discord, all in one place.
Discord Blog
Discover the latest news and app updates, stories, company insights, and plenty more about Discord, all in one place.
Discord Blog
Discover the latest news and app updates, stories, company insights, and plenty more about Discord, all in one place.
ZEIT is now Vercel
Today, we have some very special news regarding the evolution of our company.
elvis on Twitter / X
Building a personal knowledge base for my agents is increasingly where I spend my time these days. Like @karpathy, I also use Obsidian for my MD vaults. What's different in my approach is that I curate research papers on a daily basis and have actually tuned a Skill for… https://t.co/4AQSFOv4PV pic.twitter.com/YI5cWUhqT3— elvis (@omarsar0) April 2, 2026
Making Sense of Large-Scale Online Conversations
Earlier this summer, we introduced an evolution in Jigsaw’s work focus. We noted then that we were excited to go beyond Perspective API’s…
Stack Overflow
Use Stack Overflow Insights and get information required to understand, reach, and attract developers.Improve tech hiring, recruiting, developer marketing, and and planning initiatives.
BlueFacts: Bluesky Trends and Insights
BlueFacts is your resource for all things Bluesky. You can find trends and insights about users, posts, videos, feeds and more.
InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents
Data analysis has become an indispensable part of scientific research. To discover the latent knowledge and insights hidden within massive datasets, we need to perform deep exploratory analysis to realize their full value. With the advent of large language models (LLMs) and multi-agent systems, more and more researchers are making use of these technologies for insight discovery. However, there are few benchmarks for evaluating insight discovery capabilities. As one of the most comprehensive existing frameworks, InsightBench also suffers from many critical flaws: format inconsistencies, poorly conceived objectives, and redundant insights. These issues may significantly affect the quality of data and the evaluation of agents. To address these issues, we thoroughly investigate shortcomings in InsightBench and propose essential criteria for a high-quality insight benchmark. Regarding this, we develop a data-curation pipeline to construct a new dataset named InsightEval. We further introduce a novel metric to measure the exploratory performance of agents. Through extensive experiments on InsightEval, we highlight prevailing challenges in automated insight discovery and raise some key findings to guide future research in this promising direction.
The Conversation: In-depth analysis, research, news and ideas from leading academics and researchers.
Curated by professional editors, The Conversation offers informed commentary and debate on the issues affecting our world. Plus a Plain English guide to the latest developments and discoveries from the university and research sector.
