Multipliers - An A.CRE Pod

In this episode of Multipliers, Spencer and Sam break down a conversation Spencer had with the CEO of a major investment management firm who said exactly that: I don't know what to do.

Spencer shares the three actions he sees in every CRE organization that is actually getting ahead right now: mapping digital companions into the org chart, building a disciplined approach to structuring unstructured data, and establishing a practical AI governance policy.

He also gets into why build or buy is the wrong question, why Copilot is so bad and is not going to get better, and why analysts are side-installing Claude on their own laptops in defiance of their firm's governance policy. They also cover Spencer going into the cave on a cruise ship for nine days to rebuild a major A.CRE digital asset faster and better than two engineers did in 18 months, Sam's thirty-three days at Disneyland last year, and Walt Disney's flywheel.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

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#Multipliers #CRE #AIinRealEstate #AIAdoption #CREStrategy

Spencer posted about JEV on LinkedIn a few days before this episode and very few people from the industry reacted. He understands why. This is boring engineer stuff. But for an industry whose processes are built almost entirely on micro-decisions, it arguably is a bigger deal than the invention of LLMs.

In this episode of Multipliers, Spencer and Sam break down JEV, the system one model released September 15th by TypeSafe that answers yes or no questions from unstructured data at 400 times the speed of a frontier LLM. They get into why most CRE workflows are really just a series of micro-decisions, how JEV handles the invoice-to-investor-report pipeline with zero hallucinations, how CRE Agents has already implemented JEV across seven different processes, and what it means that what used to cost 15 cents and take 10 seconds now costs zero cents and takes two seconds. They also cover Opus 5.5, why Claude Design has replaced Manus for presentations, Sam's son trying to buy a used 4Runner, and why the bottleneck to AI adoption in CRE right now is not the technology.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #AIinRealEstate #JEV #AIAgents

Most CRE professionals are using AI. Almost none of them understand what they're actually using.

In this episode of Multipliers, Spencer and Michael break down the AI tech stack framework Spencer has been building into A.CRE's AI training curriculum: the four layers every CRE professional needs to understand, the harness, the intelligence layer, the tools, and the knowledge layer.

They get into why Claude is the most expensive harness and why that matters, how a rent roll parsing task cost $2.70 with Fable 5.1 and 4 cents with GLM 5.3, what MCP actually is and how it differs from an API, and why the knowledge layer is the hardest piece to build, and the one that pays off the longest. They also cover Michael's $262,000 value creation from a four-hour phone call, and why the next generation analyst needs AI engineering skills as much as Excel skills.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/
Multipliers initiative: https://multiplier.adventuresincre.ai/
CRE Agents: https://www.creagents.com
AI Edge community: https://www.adventuresincre.com/ai-edge/
SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #AIinRealEstate #AITechStack #CREAgents

In this episode of Multipliers, Spencer, Michael, and Sam cover Michael's trip to Panama and the engineering marvel of the canal, why the AI tech stack is finally becoming clear and what that means for CRE professionals who want to stay ahead, how Spencer built a chief of staff agent using Grok Bot that reads his email, manages his tasks, and updates his calendar without being prompted, why most enterprises are paying millions for AI tokens and getting almost no ROI because they are missing the knowledge layer, and what skills are actually worth learning right now versus what will be abstracted away in twelve months.

They also get into Whisperflow, dictating instead of typing, Sam's coffee enema backstory, and the free open source tool called Goose that lets anyone start tinkering with autonomous agents this weekend for zero dollars.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #AIinRealEstate #Grokbot #AIAgents

In a stack of 300 resumes from 300 great candidates, you all look the same. Here is how to not look the same.

In this episode of Multipliers, Spencer, Michael, and Sam dig into the PwC survey of a thousand financial services executives that found 91% are raising compensation for AI-skilled employees, and what an autonomous agent actually is in plain English. They cover why the entry-level and mid-level jobs most at risk are also the ones with the most to gain from learning this now, and the exact steps a student or career switcher can take this weekend to build something that will make a hiring manager's head spin.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #AIinRealEstate #CareerAdvice #AISkills

Most people are using AI. Very few understand what they are actually using.

In this episode of Multipliers, Spencer and Michael break down the four layers of AI that determine whether the technology is useful or not: compute, the model, the harness, and the capabilities layer.

They get into why a weaker model with a better harness can outperform a stronger model, what CRE Work and Excelente are and why A.CRE is building them open source, how the capabilities layer is what every CRE firm will have to build or rent over the next decade, and why Michael's experience using CRE Agents for the first time as a natural conversation was the moment the whole thing finally clicked.

They also get into G Brain, why small firms have a real window right now that large institutions are squandering, and why Spencer says this is a four alarm fire for operators and investment managers who are still just talking about AI.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #AIinRealEstate #CREAgents #AILayers

The fastest way to compress a decade of learning into two years is to find someone who has already made the mistakes you are about to make.

In this episode of Multipliers, Spencer, Michael, and Sam sit down with David Conroy, Principal at Cawley Commercial Real Estate and founder of Headwaters, to talk about how mentorship shaped his career in industrial real estate, why understanding the tenant's P&L gives you an investment edge most sponsors never develop, how labor and transportation costs drive leasing decisions far more than rent does, and what it looks like to build a vertical expertise that compounds over time. They also get into Michael's new AI deal sourcing agent, the population and labor market screening tool David built in Replit in 20 minutes that took a year to attempt before, and why curiosity might be the most underrated multiplier in the business.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/
Multipliers initiative: https://multiplier.adventuresincre.ai/
CRE Agents: https://www.creagents.com
AI Edge community: https://www.adventuresincre.com/ai-edge/
SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #IndustrialRealEstate #Mentorship #AIinRealEstate

In this episode of Multipliers, Spencer and Sam get into how Michael is using AI to turn over more acquisition stones with the same size team, why the mental model you use to understand a new technology determines whether you ever actually adopt it, how Spencer explains the difference between a harness and a capabilities layer using an elevator analogy that finally made it click for a senior industry veteran, and why Sam's moment watching CRE Agents complete a task from start to finish changed the way he thinks about software forever. They also get into SpaceX going public, what Elon Musk's first principles obsession has to do with your buy box, and the Cursor acquisition by XAI and what it means for the cost of AI going forward.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

Re-skilling is not optional. Every person and every organization in commercial real estate is going to have to do it. The question is whether you start now or get left behind.

In this episode of Multipliers, Spencer and Sam get into why autonomous agents are expensive and still looking for their killer use case in CRE, how AI skills have evolved from a single markdown file into something closer to a full software program, why the re-skilling and retooling wave is more complex than most people realize, and what it actually takes to stay ahead when the tools are changing faster than anyone can track. They also get personal: what Spencer fears most at 3am, Sam's psychological operating system framework, and the signal vs. noise problem that keeps smart people from doing the things they already know they should.

View other episodes: https://www.adventuresincre.com/multipliers-podcast/

Multipliers initiative: https://multiplier.adventuresincre.ai/

CRE Agents: https://www.creagents.com

AI Edge community: https://www.adventuresincre.com/ai-edge/

SUBSCRIBE: https://www.youtube.com/user/sburtonhome?sub_confirmation=1

#Multipliers #CRE #AIReskilling #AIinRealEstate #FutureOfWork

In this episode of Multipliers, Spencer live-demos an AI skill built for a real estate financial model — pulling in an actual OM, T12, and rent roll, querying live Freddie Mac rate data from the A.CRE Intelligence Hub, and watching Claude populate a full apartment acquisition underwriting in under 20 minutes. We get into why the fundamentals are still the prerequisite, why you need a separate prompt engineer to keep your coding context clean, how living skills accumulate experience the way people do, and why the person building skills inside their firm right now is in the driver's seat for the next two to three years.