Why Good Data is the New Insurance Policy for Construction 🛡️

Information failures, not physical ones, are at the heart of most modern legal and financial claims in construction. Digital Information Management (DIM) is the strategic tool BIM Managers need to turn "bad data" into a commercial asset and a defensive shield.

Read the full blog: https://www.bimservicesindia.com/blog/risk-mitigation-through-digital-information-management-dim/

#ConstructionRisk, #BIMManager, #DigitalInformationManagement, #AEC, #DataIntegrity, #BIMServicesIndia, #RiskMitigation

I hate unpredictable automation. I had a spreadsheet with straight quotes used for MEASUREMENTS and depending on the spreadsheet's data entry history they are now sometimes fucking "smart" curly quotes. 😠

Unintended automation is worse than no automation.

#automation #dataintegrity #POLA

(repost with hastags)

This is your reminder:

If you dont have a verified backup, you dont have any data!

Also read about the 3:2:1 rule of backups.

#backups #dataintegrity

How to Prevent Duplicate Rows With INSERT IGNORE

INSERT IGNORE can hide real failures.

#mysql #insertignore #duplicates #howto #dataintegrity #bug

https://www.youtube.com/watch?v=d5L87GFh_To

How to Prevent Duplicate Rows With INSERT IGNORE #duplicates

YouTube
MIT's new spatial statistics method tackles the widespread overconfidence in science by accounting for geographic dependencies, leading to more honest, reliable uncertainty estimates crucial for policymaking and public trust. Discover more at https://smarterarticles.co.uk/false-precision-in-science-mit-exposes-the-spatial-statistics-flaw?pk_campaign=rss-feed
#HumanInTheLoop #SpatialStatistics #DataIntegrity #ScientificTrust
False Precision in Science: MIT Exposes the Spatial Statistics Flaw

Here is a troubling scenario that plays out more often than scientists would like to admit: a research team publishes findings claiming...

SmarterArticles
Database Transactions — PlanetScale

What are database transactions and how do SQL databases isolate one transaction from another?

PostgreSQL 18 brings big upgrades to constraints! 🔒

Gülçin Yıldırım Jelínek breaks down what’s new—from temporal PK/FKs to NOT ENFORCED constraints and better partition support—and how to use them in real systems. https://lnkd.in/d_xZ6HD2

#PostgreSQL #P2D2 #PG18 #DataIntegrity

Understanding ZFS Scrubs and Data Integrity - Klara Systems

Learn how ZFS scrubs protect data integrity by verifying checksums, and monitoring pool health with zpool status.

Klara Systems
🎩🔬 Ah, the esteemed #Claude - savior of #science and destroyer of data integrity, now with new and improved "better-than-human" skills! Scientists are absolutely thrilled to have #AI interpret their figures because, let's face it, who needs human brains when you have Opus 4.5? 😂🔍
https://www.anthropic.com/news/accelerating-scientific-research #DataIntegrity #BetterThanHuman #Opus4.5 #HackerNews #ngated
How scientists are using Claude to accelerate research and discovery

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.