Category Thoughts

No Overlord: Why AEC AI Is Heading Toward a Thousand Specialized Tools

AI in AEC is not a technology problem - it's a data problem. Shaan Hurley recaps the AUGICon 2026 Applied AI in AECO panel: what's working, what's amplifying the mess, and why AEC is heading toward specialized tools on shared platforms.

The Browser That Ran Revit (And Why Autodesk Killed It)

In November 2013, Autodesk successfully ran full versions of its applications like Inventor and Revit in web browsers through a partnership with Mozilla, OTOY, AWS, and NVIDIA. Despite the groundbreaking performance, Autodesk chose not to launch the product due to pricing, internal politics, and fear of disrupting existing profits, ultimately opting for limited cloud features instead.

Shifting DOTs Toward Open Standards

The recent CITE User Group meeting highlighted the shift towards open standards in digital delivery, especially regarding DOTs and the Industry Foundation Classes (IFC). Bob Mueser discussed the fading resistance to change and the increasing adoption of IFC 4.3, promoting flexibility and competition. This momentum fosters non-proprietary delivery and enhances long-term data ownership.

Tech Is Moving Fast but the Work Still Depends on Us

The constant pressure to adopt new AI tools and tech updates can enhance efficiency but cannot replace human expertise. While tools streamline tasks and identify problems, they cannot replicate the nuanced understanding that experienced professionals provide. Effective use of technology requires judgment, skill, and clear awareness of potential risks and challenges.

Floating Point, Multi Core, and Why Precision Still Matters

The importance of precision in CAD software like AutoCAD is highlighted, illustrating how floating point limits affect geometry at large scales. While multi-core processing exists, certain tasks must remain single-threaded to ensure accuracy and reliability. AutoCAD balances threading where beneficial, continually addressing tradeoffs between precision and performance for user stability and productivity.

Unlocking Autodesk CER: Essential Data for CAD Managers

Autodesk's Customer Error Reports (CER) are crucial for CAD Managers to diagnose crashes effectively. These reports, generated post-crash, provide insights into system information and usage patterns. Local access to CER data can help identify issues, improve reliability, and enhance productivity. Future visibility may empower administrators to track trends and proactively address problems.

Why Regularly Review Your CAD Standards?

As design tools evolve, CAD standards must also adapt to ensure consistency, accuracy, and efficiency in projects. Regular reviews, conducted quarterly or yearly, will capture lessons learned, incorporate new efficiencies, and standardize updates. This proactive approach fosters collaboration and maintains quality, ensuring standards align with current workflows and technology.