Anyone who is doing bulk operations for things like structured data extraction against large numbers of PDFs… or anyone with a app that serves thousands of users
DATA
-
Manufacturers Shift Focus to Data Unification and AI Readiness
By
–
Manufacturers are done chasing equipment upgrades.
The new edge? Data unification, AI readiness and contextual visibility – https://
buff.ly/N4VnOte #sponsored #cirrus_iiot #highbyte_iiot #snowflake_iiot #Industry40 @DiegoTamburini @Lago72 via @fogoros -
AI-powered web platform for financial content and data curation
By
–
We're building a web platform that curates financial content and data using AI.
-
ARC-AGI v1 eval sets difficulty calibration and v2 improvements
By
–
Note that the v1 semi-private eval set is about the same level of difficulty as the v1 public eval set. The fully private eval set (used for the 2020 and 2024 Kaggle competitions) is estimated to be more difficult. ARC-AGI-2 does not have this issue — all sets were calibrated
-
Scaling Time Series Integration for Industrial Predictive Maintenance
By
–
Scaling #TimeSeries integration across complex plants is challenging but essential for achieving true predictive maintenance at scale. Here’s how to tackle it. https://
buff.ly/A7DAFWt #sponsored #influxdata_iiot #InfluxDB #IndustrialData #IIoT @YvesMulkers @Lago72 via @fogoros -
Multi-Domain Reasoning Through Reinforcement Learning: A Data-Centric Study
By
–
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning
-
Databricks Free Edition: Learn AI, Data, and ML Technologies
By
–
Learn and explore on the latest data and AI technologies for free with Databricks Free Edition. Users can experiment with the full range of use cases — from building AI agents to collaborating on DS/ML projects to analyzing data with SQL — on the same platform used by
-
SAS Viya Cloud-Native Data AI Platform Boosts Team Productivity
By
–
A cloud-native data and AI platform that makes development easier and boosts productivity with tools that are friendly for everyone. Have you told your team about #SASViya? http://
2.sas.com/6010fyfBO -
Context Engineering: Reversible Compact Summaries for Memory Management
By
–
Very useful tips on tool use and memory from Manus's context engineering blog post. Key takeaways. 1. Reversible compact summary Most models allow 128K context, which can easily fill up after a few turns when working with data like PDFs or web pages. When the context gets full, they have to compact it. It’s important to compact the context so that it’s reversible. Eg, removing the content of a file/web page if the path/URL is kept.
-
Data Integrity Best Practices for Industrial Time Series Systems
By
–
Time series data drives insights—but only if it’s accurate and reliable.
Discover best practices to maintain data integrity in industrial systems. https://
buff.ly/wbPP6Dg #sponsored #influxdata_iiot #InfluxDB #IndustrialAutomation