Summary
Businesses face significant risks by not tracking the number of machines aging out in the next 18 months, particularly as technology evolves rapidly. The discussion highlights the importance of understanding the capabilities of new machines, specifically their processing power measured in trillions of operations per second (tops). With AI increasingly being integrated into PCs, decisions about hardware purchases are becoming critical, as the right chip can determine how much work can be done locally versus relying on cloud services.
The conversation also touches on the growing prevalence of AI-capable PCs, with shipments expected to rise sharply. However, experts warn that many businesses may overpay for capabilities they do not yet need, as most daily applications remain browser-based. The need for a neural processing unit rated at 40 tops is emphasized as a baseline for effective AI performance, but many buyers may not fully understand what this entails or how it impacts their operations.
Research indicates that while small firms are adopting AI tools, they often fail to adjust their pricing models accordingly, leading to decreased revenue despite increased efficiency. The episode stresses that simply upgrading hardware without rethinking business strategies may result in missed opportunities for profitability. As the market faces rising prices and declining shipments, businesses are urged to carefully evaluate their technology needs and the implications of their purchasing decisions.
Show Notes
๐๐ก๐๐ซ๐ ๐ข๐ฌ ๐ ๐ง๐ฎ๐ฆ๐๐๐ซ ๐ฌ๐ญ๐๐ฆ๐ฉ๐๐ ๐จ๐ง ๐ฒ๐จ๐ฎ๐ซ ๐ง๐๐ฑ๐ญ ๐ฅ๐๐ฉ๐ญ๐จ๐ฉ ๐ญ๐ก๐๐ญ ๐๐ฅ๐ฆ๐จ๐ฌ๐ญ ๐ง๐จ๐๐จ๐๐ฒ ๐๐ฎ๐ฒ๐ข๐ง๐ ๐จ๐ง๐ ๐๐๐ง ๐๐๐๐ข๐ง๐. ๐ณ It quietly sets the limit on what your business can run on its own equipment, for three years. Which is a long time to be wrong about it. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง, we open a theme that runs all seven days: ๐๐ ๐๐ฌ ๐๐จ๐ฏ๐ข๐ง๐ ๐ญ๐จ ๐๐จ๐ฎ๐ซ ๐๐๐ฌ๐ค Whatever you buy next is an AI decision whether you treat it as one or not. The risk is making a three year commitment in ten minutes, on price, from whatever your supplier happened to have in stock. Inside the episode: ๐ด Microsoft's Copilot plus tier requires an NPU rated at 40 TOPS or above, and the ceiling has doubled since that bar was written ๐ด AI capable PCs reaching around 59% of global shipments this year, up from about 39% last year ๐ด IDC forecasting shipments down 11.3% while average selling prices climb 17%, with no memory relief before the end of 2027 ๐ด A 30 billion parameter model needs roughly 17GB just to hold its weights. A typical AI PC ships with 16GB ๐ด The law firm numbers: 71% of solo practitioners using AI, under a third seeing revenue growth, and 86% who changed nothing about their pricing Count the machines, specify the memory, decide what changes on the invoice. In that order. ๐๏ธ Stream on : โถ๏ธ Youtube: https://www.youtube.com/@SMBAIHUB โถ๏ธ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq โถ๏ธ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown โถ๏ธ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599 โถ๏ธ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/ โถ๏ธ Web: smbaimagazine.com โถ๏ธ Web: smbaipodcast.com Disclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation. This is an Independent commentary. Third-party excerpts are credited on screen or in the show notes. Some voices in this program are AI-generated.
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๐๐จ๐ฎ ๐ฉ๐๐ฒ ๐๐จ๐ซ ๐ข๐ง๐ญ๐๐ฅ๐ฅ๐ข๐ ๐๐ง๐๐ ๐ญ๐ฐ๐ข๐๐. ๐๐ง๐๐ ๐ฐ๐ข๐ญ๐ก ๐ฆ๐จ๐ง๐๐ฒ, ๐๐ง๐ ๐๐ ๐๐ข๐ง ๐ฐ๐ข๐ญ๐ก ๐ฐ๐ก๐๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ ๐ค๐ง๐จ๐ฐ๐ฌ. ๐ณ Satya Nadella calls it the Reverse Information Paradox. The invoice covers the first payment. The second is handed over a question at a time, and nobody sends a receipt for that one. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง: ๐๐ฆ๐๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ข๐ ๐๐ฆ๐๐ข๐ญ๐ข๐จ๐ง๐ฌ. ๐๐๐๐ง ๐๐ฎ๐๐ ๐๐ญ. Which is a striking thing to hear from the company selling the intelligence, and a fair prompt to count how many of your own questions have carried a customer list, a price or a contract. Inside the episode: ๐ด Open models carrying 78.4% of the tokens through one developer gateway, against 21.6% closed, and why dollars could tell a different story ๐ด A claim of ten times lower cost at state of the art quality, which is one vendor's claim about its own model ๐ด A free tier quietly limited to the lightest model while the price of the paid plan held still ๐ด TikTok adding one click checkout from the feed, on about $15.8 billion of US sales in 2025 ๐ด The move: five things your business knows that competitors would pay to learn The sticker price is one half of what AI costs you. ๐๏ธ Stream on : โถ๏ธ Youtube: https://www.youtube.com/@SMBAIHUB โถ๏ธ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq โถ๏ธ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown โถ๏ธ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599 โถ๏ธ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/ โถ๏ธ Web: smbaimagazine.com โถ๏ธ Web: smbaipodcast.com Disclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation. This is an Independent commentary. Third-party excerpts are credited on screen or in the show notes. Some voices in this program are AI-generated.
๐๐ ๐ฌ๐ฉ๐๐ง๐ญ ๐ ๐ฒ๐๐๐ซ ๐ฌ๐๐ฒ๐ข๐ง๐ ๐ก๐ฎ๐ฆ๐๐ง๐ฌ ๐ฆ๐ฎ๐ฌ๐ญ ๐ฆ๐๐ง๐๐ ๐ ๐๐ ๐๐ ๐๐ง๐ญ๐ฌ ๐ฅ๐ข๐ค๐ ๐ฌ๐ญ๐๐๐. ๐๐ก๐๐ง ๐ก๐ ๐ซ๐๐ฏ๐๐ซ๐ฌ๐๐ ๐ข๐ญ ๐ข๐ง ๐ฉ๐ฎ๐๐ฅ๐ข๐. ๐ Ethan Mollick's new position is that organising agents is not the hard part, because most of management exists to solve problems agents do not have. Information hoarding. Turf protection. Humans bring those along. Software leaves them behind. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง: ๐๐ฆ๐๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ข๐ ๐๐ฆ๐๐ข๐ญ๐ข๐จ๐ง๐ฌ. ๐๐๐๐ง ๐๐ฎ๐๐ ๐๐ญ. When organising work gets cheap, the list of things worth attempting grows. His phrase for the result is an infinite backlog, and somebody still has to choose what goes at the top of it. Inside the episode: ๐ด Google freezing its open source bug bounty after a flood of automated submissions, the vast majority invalid ๐ด Apple requiring very explicit user action before an app receives Full Disk Access, because of what always on agents can reach ๐ด Eight personal agents compared side by side, features converged, and only two letting you bring your own model ๐ด A shelf life of about six months on the messaging app trick that currently sets some of them apart ๐ด The move: ten things you never had the capacity for, and one you hand to an agent Effort is getting cheap. Attention is the thing to budget now. ๐๏ธ Stream on : โถ๏ธ Youtube: https://www.youtube.com/@SMBAIHUB โถ๏ธ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq โถ๏ธ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown โถ๏ธ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599 โถ๏ธ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/ โถ๏ธ Web: smbaimagazine.com โถ๏ธ Web: smbaipodcast.com Disclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation. This is an Independent commentary. Third-party excerpts are credited on screen or in the show notes. Some voices in this program are AI-generated.
๐๐ง๐ ๐๐ฌ๐ญ๐ข๐ฆ๐๐ญ๐ ๐๐จ๐ซ ๐ฅ๐๐ญ๐ญ๐ข๐ง๐ ๐ก๐ข๐ฌ ๐๐ ๐๐ ๐๐ง๐ญ๐ฌ ๐ฎ๐ฌ๐ ๐ฌ๐จ๐๐ญ๐ฐ๐๐ซ๐ ๐ก๐ ๐๐ฅ๐ซ๐๐๐๐ฒ ๐ฉ๐๐ฒ๐ฌ ๐๐จ๐ซ: ๐๐ฌ ๐ฆ๐ฎ๐๐ก ๐๐ฌ $๐๐๐,๐๐๐ ๐ ๐ฒ๐๐๐ซ. ๐ณ Jason Lemkin of SaaStr asked the question. His revenue agent alone makes between 35,000 and 40,000 API calls a day, and a price per call that looks trivial turns into a large number by month end. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง: ๐๐ฆ๐๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ข๐ ๐๐ฆ๐๐ข๐ญ๐ข๐จ๐ง๐ฌ. ๐๐๐๐ง ๐๐ฎ๐๐ ๐๐ญ. Your agent is a new kind of customer, and vendors have noticed. The next line in your software budget may be one nobody has written yet. Inside the episode: ๐ด That $240,000 against the $5 Postgres instance the agent itself suggested, and why the contract and the security review come before the saving