Data centers are quietly rewriting the rules of construction, but not everything you've heard about them is true.

In this episode of The Punch List, hosts Jon Wright, TK, and Kanav Hasija bust the biggest myth about data center water use, break down why smaller AI models trained on proprietary data might beat Claude and OpenAI at real-world tasks, and unpack what HUD's new AI grant means for the future of plan review.

Along the way, the crew talks CapEx forecasts, the historical parallel between AI and the steam engine, and why AI might be the first technology that actually meets construction professionals where they already are, instead of forcing them to change how they work.

Highlights:
(00:00) Introduction
(01:15) AI spend shifts from proprietary to open source models
(02:45) The Bridgewater and Thinking Machines experiments
(06:53) Vertical intelligence vs general intelligence
(11:14) Data center CapEx forecasts and construction demand
(14:23) AI as a general purpose technology, lessons from the steam engine
(18:49) Busting the data center water use myth
(27:43) HUD's grant for AI-powered plan review
(31:36) Why AI fits construction better than SaaS ever did

Connect with us:

• Connect with Tanmaya Kala on LinkedIn: https://www.linkedin.com/in/tanmaya-kala-pe-3324a13/
• Connect with Jon Wright on LinkedIn: https://www.linkedin.com/in/jonpwright/
• Connect with Kanav Hasija on LinkedIn: https://www.linkedin.com/in/kanavhasija/

Resources:

• Coinbase CEO on AI spending cut by half at his org: https://x.com/brian_armstrong/status/2070670644577280109
• Custom trained models in enterprise brings more accuracy at way lower costs: https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/ 

KP Reddy co-wrote the book on BIM for construction. Fifteen years later, he says BIM is dead.

In this episode of The Punch List, hosts Jon Wright, TK, and Kanav Hasija get him to explain why. They dig into how BIM turned into an expensive version of SketchUp, why empathy and understanding quietly decide whether a project succeeds, and what KP is building with ZeroRFI to pull construction back toward the "master builder" model.

The back half turns to policy and AI: the newly passed 21st Century ROAD to Housing Act, why manufactured and factory-built housing might finally have its moment, and what cheaper Chinese models like Kimi K3 mean for the future of data center construction.

TIMESTAMPS
 (00:00) Introduction
 (02:26) KP Reddy on the shift from "BIM is amazing" to "BIM is dead"
 (08:20) AI slop, accountability, and the accuracy gap in construction data
 (12:17) The two things every successful project needs
 (20:25) Using LLMs to translate between owners, architects, and trades
 (23:07) Building the master builder with ZeroRFI
 (33:55) Inside the 21st Century Road to Housing Act
 (41:45) Why factory-built and manufactured housing are having a moment
 (45:22) Chinese open models, token economics, and data center demand
 (51:25) Closing thoughts

Subscribe to The Punch List for weekly takes on AEC news, AI, and the future of the built environment.

Connect with us:

• KP Reddy on LinkedIn: https://www.linkedin.com/in/kpreddy 
• KP Reddy’s website: https://kpreddy.co/ 
• Tanmaya Kala on LinkedIn: https://www.linkedin.com/in/tanmaya-kala-pe-3324a13/
• Jon Wright on LinkedIn: https://www.linkedin.com/in/jonpwright/
• Kanav Hasija on LinkedIn: https://www.linkedin.com/in/kanavhasija/

Resources:

• Biggest Housing Bill in 30 Years Becomes Law — Without Trump's Signature: https://www.npr.org/2026/07/10/nx-s1-5885027/housing-bill-without-trump-signature  | https://www.cnbc.com/2026/07/11/21st-century-road-to-housing-act-homebuyers-sellers.html 

In Episode 3 of The Punch List, Jon Wright, TK, and Kanav Hasija discuss Berkshire Hathaway's acquisition of Taylor Morrison, why OpenAI and Anthropic are preparing for public markets, and Autodesk's $3.6 billion acquisition of MaintainX.

They explore what Berkshire's move says about housing demand, whether AI companies going public will accelerate infrastructure spending, and why Autodesk may be trying to own the entire building lifecycle.

The episode also dives into Claude 4.8, token exhaustion, and practical ways teams can get more out of AI tools without paying more.

(00:00) Intro

(01:00) Berkshire Hathaway buys Taylor Morrison

(05:00) Why America still needs more housing

(08:00) OpenAI and Anthropic prepare for IPOs

(12:00) Will AI companies change their messaging?

(15:00) Autodesk acquires MaintainX

(18:00) Why Autodesk paid $3.6 billion

(20:00) Claude 4.8 and token limits

(23:00) Opus vs Sonnet explained

(26:00) How to stop running out of tokens

Connect with us:

• Connect with Tanmaya Kala on LinkedIn: https://www.linkedin.com/in/tanmaya-kala-pe-3324a13/
• Connect with Jon Wright on LinkedIn: https://www.linkedin.com/in/jonpwright/
• Connect with Kanav Hasija on LinkedIn: https://www.linkedin.com/in/kanavhasija/

Resources:

• Autodesk to acquire MaintainX, advancing unified platform in operations: https://adsknews.autodesk.com/en/news/autodesk-to-acquire-maintainx-advancing-unified-platform-in-operations/
• $960 Billion: Anthropic Beats OpenAI to the IPO Filing in a Race That Could Reshape AI Investing: https://finance.yahoo.com/markets/stocks/articles/960-billion-anthropic-beats-openai-161011329.html 
• Berkshire's bet on Taylor Morrison suggests the housing market may have bottomed: https://www.cnbc.com/2026/06/01/berkshire-taylor-morrison-bet-housing-market-bottom.html 

AI is driving demand for data centers, but the ripple effects go far beyond technology.

In Episode 2 of The Punch List, Jon Wright, TK, and Kanav Hasija discuss rising copper prices, the growing shortage of skilled trades, and why converting office buildings into housing is far more complicated than many people realize.

They explore material escalation, the retirement wave hitting the construction workforce, business opportunities hiding inside labor shortages, and whether adaptive reuse can solve America's office vacancy problem.

CHAPTERS:

(00:00) Intro

(01:09) Copper prices and the AI data center boom

(04:06) Why material costs aren't coming down anytime soon

(05:19) The skilled labor shortage and retiring workforce

(07:05) Why electricians may outperform lawyers in the AI era

(09:25) The business opportunity behind the trades gap

(12:37) Office-to-residential conversions explained

(15:40) Why adaptive reuse is harder than it sounds

(17:47) Hidden costs, codes, and unpredictable renovations

(20:44) The future of office buildings and city design

(24:16) Why commute patterns are changing everything

(25:14) Closing thoughts

Connect with us:

• Connect with Tanmaya Kala on LinkedIn: https://www.linkedin.com/in/tanmaya-kala-pe-3324a13/
• Connect with Jon Wright on LinkedIn: https://www.linkedin.com/in/jonpwright/
• Connect with Kanav Hasija on LinkedIn: https://www.linkedin.com/in/kanavhasija/

Resources:

• Copper Prices Hit All-Time Records: https://news.constructconnect.com/copper-prices-hit-record-as-cost-pressures-build 
• Shrinking Tradesman Workforce: https://www.nahb.org/blog/2026/04/shrinking-share-of-tradesmen-in-the-construction-workforce
• Home Construction Costs in 2026: Current & Upcoming Trends: https://ls-usa.com/blog/home-construction-costs-2026 

AI is driving the biggest construction boom in decades, but can the momentum last?

In Episode 1 of The Punch List, Jon Wright, Tanmaya Kala (or TK as we call him), and Kanav Hasija unpack the growing impact of AI data centers on construction, why energy and infrastructure matter more than ever, and whether the current boom will continue or hit resistance.

They discuss oil price shocks, "silent padding" in project budgets, political opposition to data centers, robotics on job sites, and where AI is actually creating value today.

CHAPTERS:
(01:00) Oil shortages and construction costs
(03:00) The hidden cost of "silent padding"
(06:00) Contractor vs owner perspectives on risk
(10:00) AI data centers and the new construction boom

(13:00) Why data center projects may become stop-and-start
(15:00) Infrastructure, power, and blue-collar jobs
(17:00) How your AI subscription funds construction
(20:00) Robotics and automation on the jobsite
(25:00) Can humanoid robots actually build buildings?
(29:00) AI adoption in construction: what's real and what's hype?
(35:00) Closing thoughts

Connect with us:

• Connect with Tanmaya Kala on LinkedIn: https://www.linkedin.com/in/tanmaya-kala-pe-3324a13/
• Connect with Jon Wright on LinkedIn: https://www.linkedin.com/in/jonpwright/
• Connect with Kanav Hasija on LinkedIn: https://www.linkedin.com/in/kanavhasija/

Resources:

• Anthropic's growth (the "$1B to $30B" claim): https://venturebeat.com/technology/anthropic-says-it-hit-a-30-billion-revenue-run-rate-after-crazy-80x-growth
• The SpaceX / Caduceus One data center deal: https://techcrunch.com/2026/05/20/anthropic-will-pay-xai-1-25-billion-per-month-for-compute/
• The Anthropic paper on AI task coverage (the blue vs. red chart): https://www.anthropic.com/news/the-anthropic-economic-index
• The research hub with the task-coverage charts: https://www.anthropic.com/research/economic-index-primitives 

Construction is the world's second-largest industry, yet it has remained one of the least disrupted. That is changing fast.

Welcome to The Punch List, the weekly show where construction, real estate, technology, and AI come together.

Each week, three industry insiders break down the stories that matter most, from the market forces reshaping the industry and the operational shifts affecting projects and profitability to the AI innovations transforming how the built world is designed, managed, and constructed.

Hosted by Jon Wright, a real estate developer; Tanmaya Kala, or TK as we call him, a construction operator; and Kanav Hasija, an AI builder, The Punch List turns industry chatter into the insights developers, contractors, engineers, investors, architects, and technology leaders need to stay ahead.

These are the conversations happening at the intersection of construction, real estate, and technology, led by the people shaping the future of the AEC industry.

Subscribe and join us every week.

Connect with us:

• Connect with Tanmaya Kala on LinkedIn: https://www.linkedin.com/in/tanmaya-kala-pe-3324a13/
• Connect with Jon Wright on LinkedIn: https://www.linkedin.com/in/jonpwright/
• Connect with Kanav Hasija on LinkedIn: https://www.linkedin.com/in/kanavhasija/

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