Jake Woodhouse

Close up of Jake sharing his investor knowledge and experience

Episode #94

19/09/2025

"software vs hardware investing"

AI is Eating Software – And Most Investors are Missing It

Screenshot from the presentation about invest investing investor
Close up of Jake sharing his investor knowledge and experience
Close up of Jake sharing his investor knowledge and experience

In 2011, Marc Andreessen famously said “Software is eating the world.” Today, AI is eating software. I explore what this means for investors and entrepreneurs, the future of investing in hardware vs software, how AI will lead to one man companies, and how money printing is warping reality.

𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒 & 𝐑𝐄𝐒𝐎𝐔𝐑𝐂𝐄𝐒 document

 

𝗧𝗜𝗠𝗘𝗦𝗧𝗔𝗠𝗣𝗦:

0:00 – Investing in Hardware vs Software

2:25 – The Angel Investing Playbook

5:08 – Is AI Eating Software?

11:21 – How AI Makes You a One-Man Team

14:51 – Money Printing is Warping Reality

20:00 – Matter vs Form

28:17 – Beating the Bitcoin Hurdle Rate

30:25 – Why Physical Products Win When Sold Digitally

32:41 – When Money Dies, Benjamin Roth’s Diary & The Great Taking

34:51 – Skate Where the Puck is Going

Our Guests

New Guest Episodes Weekly

Guest

Date

Episode #

Hardware vs Software: AI, Capital, and Bitcoin:

Conventional investing favors software for scalability and near-zero marginal cost, yet this episode questions if that edge is eroding. The focus shifts from return on capital to return of capital, asking whether “AI is eating software” as coding talent moats collapse and startups lose defensibility.

AI enables bespoke automation of physical production, creating opportunities in vertical integration where raw materials become market products with unprecedented efficiency. Legacy “boomer businesses” like laundromats, property management, and accounting offer stable cash flows that can be modernized through AI, financed conservatively, and strengthened by Bitcoin treasury strategies.

Bitcoin reframes capital allocation: not speculation, but savings technology and the benchmark “hurdle rate.” Inflationary monetary policy and rising debt-to-GDP highlight risks of fiat valuation. Hard assets—land, beef, energy, logistics—retain scarcity while digital costs collapse, echoing historical lessons from When Money Dies, Benjamin Roth’s Depression Diary, and The Great Taking.

Drawing on Aristotle’s hylomorphism, matter (hardware, commodities) anchors durability while form (software, AI) collapses in cost. The hybrid model—own finite assets and apply ever-cheaper AI—offers resilience, defensibility, and purchasing power growth. In crisis, food and land may outperform real estate or software.