A Construction AI Primer: Understanding Machine Learning

Construction companies use hazard reporting systems to engage the workforce in creating a safer work environment. This week, learn how to create AI-enabled hazard reporting system using freely available software. Meanwhile, many construction companies are skeptical of the cost/benefit (risk/benefit?) of employing AI. See what a survey and the chairman of the CCA have to say, then catch up on the latest AI news. 

Many construction companies use hazard reporting systems to engage the workforce in creating a safer work environment. These systems often incorporate some form hazard identification report that workers use to identify and report hazards they observe. Implemented effectively, such tools positively impact the identification and management of safety hazards ...

Too much hyperbole about the potential negatives of artificial intelligence (AI) and its impact on operations is one of the most significant factors slowing its adoption among mid- and small-size construction firms, Craig Hurst, Director of Client Success at the Net Effect and Chairperson of the Canadian Construction Association tells Construction AI.

Many people remain skeptical about the benefits of artificial intelligence (AI), with some even fearing it will take their jobs and infringe on their personal liberties. By industry, construction leads in AI resistance, reflecting sector-specific challenges in embracing technology. So says a fascinating new survey by Yooz.

A summary of top AI news stories in business and construction. Whatever else AI means for construction, right now it means massive new projects for the enormous amounts of infrastructure behind it. Also find out how many companies are actually using AI, Microsoft's AI-driven climate problem, and more.

What are agentic workflows, what do they mean for generative AI, and what does it have to do with construction? We begin to explore that this week, looking at how one type of agentic workflow can boost the quality of generative AI content for you. Also, find more bullish reports on AI’s growth in the construction industry.

To improve the output of generative AI models, we explore an exciting concept in AI development called Agentic workflow. Agentic workflows work differently than standard work with LLMs. Rather than an LLM generating its final output directly, an agentic workflow prompts the LLM multiple times, allowing it to build, step by step, a higher-quality output.

Artificial intelligence’s (AI) ability to discern patterns unapparent to the human eye is already beginning to help improve safety and performance on construction projects. And the future looks bright for more positive impact, according to panelists at a webinar sponsored by Sensera Sytems on April 23. 

The rise of generative artificial intelligence (AI) could mark a pivotal moment in the industry's digital transformation, building on the momentum gained during the COVID-19 pandemic, according to a new report from Deloitte. "Construction technology companies are actively exploring generative AI's potential for enhancing efficiencies and are working on solutions to harness this technology to suit their business needs," says the report.

This week find Chapter 2 in Part I of the eBook series AI-Powered Construction Management--use ChatGPT to redefine identification and management of project deliverables. Then, In our AI primer series: cat or dog? How does Machine Learning work? Next read about AI concerns—notably its energy appetite, along with several other relevant stories AI in the News! And finally, catch a prediction on the pace of change.

This 2nd chapter of Part I of the eBook series, "AI-Powered Construction Management" focuses on identifying deliverables during the construction phase. This phase, brimming with activities and complexities, demands precision and foresight to navigate successfully. This exploration will demonstrate how you can leverage generative AI to redefine the identification and management of project deliverables.

Did the pace of innovation in artificial intelligence shake you in 2023? In that case, you'd better hold onto your hat, Kris Lengieza, global technology evangelist for Procore, said during a recent episode of The Construction Record Podcast.