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đđĸđąđđ˛ đđŠđĸđŦđ¨đđđŦ đĸđ§, đ°đ đĄđđ¯đ đ§đ¨đ đĻđđđ đ đŦđĸđ§đ đĨđ đđŠđĸđŦđ¨đđ đđđ¨đŽđ đđ¨đ¨đĨđŦ. đ
This week is a once off. Instead of a guest in the studio, we are running the full segment Kree and Varun delivered live on stage at the Canadian SME Small Business Summit, unedited, including the part where neither of them had a tidy answer ready.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŠđŠđ¨đĢđđŽđ§đĸđđ˛ đđ§đ đ đĢđĸđđđĸđ¨đ§
Three lessons drawn out of sixty episodes, and one more that had never been recorded anywhere until that room heard it first.
Inside the recording:
đ´ Lesson one: the twenty dollar seat, what it genuinely buys, and the undocumented capability sitting in one person's head
đ´ Lesson two: unit price down, bill up, and why the habit costs you rather than the token
đ´ Lesson three: everyone is using it, few are winning, and the one finished process that separates them
đ´ The bonus, first aired on that stage: what a team looks like once agents outnumber people many times over
đ´ The three skills the accountable person needs: specification, orchestration, verification
Every guest came to talk about AI and within ten minutes was talking about something they already knew was broken. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđ§đ đđ đđ§đ. đđ§đ đđđŦđ¤. đđĸđ đĄđ đĢđŽđ§đŦ. đđĄđ đŦđđ¨đĢđđŦ đĢđđ§đ đđ đđĢđ¨đĻ đđ.đ đđ¨ đđđ. đŗ
Same instructions, same files, a spread of more than thirty points. Which makes a single run one sample from a wide range, and a demo that went well tells you very little about the next one.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŠđŠđ¨đĢđđŽđ§đĸđđ˛ đđ§đ đ đĢđĸđđđĸđ¨đ§
Every story here has a promise on one side and a catch on the other, and the useful part sits at the join.
Inside the episode:
đ´ A method called Fork and Flush averaging 0.78 across 13 long tasks, against 0.47 for a single run, in a preprint that has not been peer reviewed
đ´ Wiping the chat history alone lifting the average about 22%, which is the simplest piece to borrow
đ´ Permit ready architectural drawings from $3,200 to $8,500 a month, with licensed professionals still reviewing and sealing them
đ´ A public relations tool with 10,000 waitlist signups in 24 hours, and why that raises the volume for everyone who pitches
đ´ Internal AI champion programmes, and the two sponsors plus protected time that keep them alive
The opportunity is real, and the friction is mostly an unassigned job. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđĨđĻđ¨đŦđ đđ¯đđĢđ˛ đđŽđŦđĸđ§đđŦđŦ đđĄđĸđ§đ¤đŦ đĸđ đĸđŦ đ¨đ§đ đĢđŽđ§đ đĄđĸđ đĄđđĢ đđĄđđ§ đĸđ đĸđŦ. đŗ
Three rungs, climbed in the same order. The twenty dollar seat that quietly spreads. The tokens conversation that starts after a bill. And looking up to find your competitors are on the ladder too.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§, we open a theme that runs all seven days:
đđ đđŠđŠđ¨đĢđđŽđ§đĸđđ˛ đđ§đ đ đĢđĸđđđĸđ¨đ§
The gap between where you think you are and where you actually are is where the money goes, and nobody budgets for a gap nobody has looked at.
Inside the episode:
đ´ What the twenty dollar seat actually buys: availability, memory, and range in the areas where you never had anybody at all
đ´ The cost nobody invoices: the hours somebody spent becoming the person who can use it
đ´ Anna at Sinclair Creative Agency, pitching against agencies five times her size from the gaps between client calls
đ´ Why creation got cheap while checking did not, and where that bottleneck landed instead
đ´ The rung nobody has climbed: what a ten person business looks like running hundreds of agents
AI is leverage, and leverage has no opinion about what it is multiplying. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđĄđ đŠđĢđ¨đđđŦđŦđ¨đĢ, đĻđđĻđ¨đĢđ˛ đđ§đ đŦđđ¨đĢđđ đ đ§đ¨đ° đĻđđ¤đ đŽđŠ đđ% đ¨đ đđĄđ đđĸđĨđĨ đ¨đ đĻđđđđĢđĸđđĨđŦ đđ¨đĢ đ $đđđ đ§đ¨đđđđ¨đ¨đ¤. đ
That is TrendForce's figure for the third quarter, which means most of what you pay for a mainstream laptop is the three components AI demand is competing for.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§, we close the theme:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
Something has to give. The sticker price, the memory in the box, or the maker's margin. A buyer should assume at least one of those moves.
Inside the episode:
đ´ Notebook shipments projected down a low single digit percentage next year, reaching high single digits if memory and processor prices stay elevated
đ´ DRAM supply likely to stay tight on AI related demand, with storage chip shortages expected to ease later in the year
đ´ An AI model that sent a false murder tip to police, found two months later, and the internet access since switched off for internal evaluations
đ´ An agent given its own email address, and why it belongs on the same footing as a new hire's account
đ´ Docs, Slides and Design out of beta on every plan, with a standalone site closing and projects to download before it does
Plan the refresh before the market plans it for you. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđđ¨đŽđ đđđ,đđđ đ¨đ đđ¨đ¤đđ§đŦ đ đ¨đ đ§đ¨đ°đĄđđĢđ.đđđ¨đŽđđđ,đđđ đ đ¨đ đĸđ đ°đ¨đĢđ¤đĸđ§đ đĸđ§ đđ°đ¨ đ°đđđ¤đŦ. đŗ
A developer set out to port the TypeScript compiler to Rust with AI. The same job, a twentieth of the spend, and the cheaper attempt is the one that worked. The README adds a line that should make any owner sit up. He has never read a line of this code.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
Nobody outside the project has confirmed how much human steering stood between the failure and the result, which is the honest footnote on every spectacular agent story.
Inside the episode:
đ´ A small model scoring 72.4% on the offline OSWorld computer use benchmark, up from 15.7% for its predecessor, with the larger model still ahead at 83.9%
đ´ Input priced at 10 cents per million tokens against $1 for the previous version, a tenth of the cost
đ´ 39.2% on a command line benchmark, plus customer figures the customers chose to share
đ´ A universal work agent reachable from Gmail, Slack, Microsoft 365 and both desktops, with hard spending caps administrators can set
đ´ Answers that build their own charts, forms and buttons, now on free plans too
A model priced at 10 cents still needs a ceiling set by a person. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđđŦđŦ đđĄđđ§ đ¨đ§đ đĄđŽđ§đđĢđđđđĄ đ¨đ đ¨đ§đ đŠđđĢđđđ§đ đ¨đ đđĄđ đ°đ¨đĢđĨđ đĄđđŦ đđ¯đđĢ đĄđđ đ đĄđŽđĻđđ§ đđŦđŦđĸđŦđđđ§đ đđ¨ đđ§đ˛đđĄđĸđ§đ đđ¨đĢ đđĄđđĻ. đ
Tony Fadell's point, with three discontinued gadgets on the slide behind him. His prediction is that a successful agent will have to run on the device itself, for privacy, and because our machines already carry a great deal of computing power.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
Then the largest operating system vendor on the planet described a laptop as a hybrid of local and cloud AI, which is the clearest signal yet about what your next machine is for.
Inside the episode:
đ´ A Surface Laptop Ultra at $2,599 with up to 128GB of memory, and a desktop version at $5,999
đ´ A claim it can run models above 120 billion parameters locally, with speed tests still to come from independent reviewers
đ´ Over 40% of business laptops being built described as Copilot plus machines, and more than 2 trillion local inferences a month, both vendor figures with no published method
đ´ Execution Containers now generally available, letting you define which files and networks an agent may reach while it runs
đ´ The blind test: four to six real tasks, model names hidden, scored one to five
Local AI is a promise of privacy. The promise is kept by the rules you write. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđ§đĨđ˛ đđ% đ¨đ đđĻđŠđĨđ¨đ˛đđđŦ đŽđŦđ đđ đ°đđđ¤đĨđ˛ đ¨đĢ đđđĸđĨđ˛. đđ¨đĢđ đđĄđđ§ đĄđđĨđ đŦđđ˛ đđĄđđ˛ đđ¨ đ§đ¨đ đŽđŦđ đĸđ đĸđ§ đđĄđđĸđĢ đĢđ¨đĨđ đđ đđĨđĨ. đŗ
Gallup surveyed more than 17,000 American workers. Among regular users, 79% say AI makes them faster. Among irregular users, 38%. Same tools, very different results.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
The tools are arriving either way. How often somebody uses them is the part you get to build, and it is the cheapest finding of the week, because frequency costs nothing to try.
Inside the episode:
đ´ 63% of AI users say it helps them work faster, all self reported, from a base of people already using it
đ´ Regular use at 37% among managers against 25% among individual contributors
đ´ A free office suite shipping no AI at all by default, on the view that the only assurance surviving an audit is that nothing leaves the machine
đ´ Claude arriving as a sidebar in Google Docs, Sheets and Slides, with approval cards on by default
đ´ A support agent at $750 a month plus 90 cents per automated ticket, and why a lower headline rate can still cost more
If managers use it and the people doing the work do not, you bought a tool for the wrong half of the team. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđŽđ˛đĸđ§đ đ đ°đ¨đĢđ¤ đđ¨đĻđŠđŽđđđĢ đŽđŦđđ đđ¨ đđ đđĄđ đĻđ¨đŦđ đđ¨đĢđĸđ§đ đđđđĸđŦđĸđ¨đ§ đ đđŽđŦđĸđ§đđŦđŦ đđ¨đŽđĨđ đĻđđ¤đ. đ
This week Kree and Varun sit down in studio with Shawn Chang, General Manager of the System Business Group at ASUS North America, who leads the team behind the AI PCs, commercial devices and gaming systems that millions of people across the US and Canada rely on.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
Support for Windows 10 ended in October 2025, so a great many businesses are replacing machines right now. Which turns a routine purchase into a fork in the road, because the laptop you choose is the one your team runs AI on for years.
Inside the conversation:
đ´ Gartner projecting AI PCs at about 55% of the worldwide PC market this year, up from 31%
đ´ A Copilot class NPU handling 40 or more trillion operations per second on the machine itself
đ´ Forrester finding AI PCs complete routine tasks up to 30% faster
đ´ On device processing cutting breach response time by around 40% while keeping sensitive data off the cloud, with the catch that the endpoint itself now matters more
đ´ What genuinely deserves the money in a commercial machine, and what is spec sheet noise
Match the machine to the work. The right AI PC is an investment, not a box on a desk. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđ¨đĢđ đđĄđđ§ đđđ đđđđ đđđ§đđĢđ đĻđ¨đĢđđđ¨đĢđĸđŽđĻđŦ đđĢđ đŽđ§đđđĢ đđ¨đ§đŦđĸđđđĢđđđĸđ¨đ§ đđđĢđ¨đŦđŦ đđĄđ đđ§đĸđđđ đđđđđđŦ. đ
The chief executive of AWS says hostile nations are intentionally seeding misinformation to slow the country down. Then the poll landed. 11% of Americans would support an AI data centre in their community, and 65% opposed.
This week on đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
Which sets up the question for the week. How much of your AI should depend on a building your own town may vote against, and how much could live on the machine under the desk?
Inside the episode:
đ´ Amazon's reply: a $1 billion five year community programme, and an end to nondisclosure agreements with the officials who approve these projects
đ´ Roughly 200 hours to set up a model by hand on new hardware before testing even begins
đ´ A fleet of agents querying a map service for entrances to parks, zoos and hospitals, and what that implies for your own booking page
đ´ An AI interviewer with more than 500,000 interviews in testing, collapsing three hiring rounds into one
đ´ Suspicious activity flags reported 70 to 80% lower, on the company's own figures, with no outside check
How well a person works alongside AI is becoming a hiring criterion. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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.
đđĄđđĢđ đĸđŦ đ đ§đŽđĻđđđĢ đŦđđđĻđŠđđ đ¨đ§ đ˛đ¨đŽđĢ đ§đđąđ đĨđđŠđđ¨đŠ đđĄđđ đđĨđĻđ¨đŦđ đ§đ¨đđ¨đđ˛ đđŽđ˛đĸđ§đ đ¨đ§đ đđđ§ đđđđĸđ§đ. đŗ
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 đđĄđ đđ đđĢđđđ¤đđ¨đ°đ§, we open a theme that runs all seven days:
đđ đđŦ đđ¨đ¯đĸđ§đ đđ¨ đđ¨đŽđĢ đđđŦđ¤
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:
đ´ Microsoft's Copilot plus tier requires an NPU rated at 40 TOPS or above, and the ceiling has doubled since that bar was written
đ´ AI capable PCs reaching around 59% of global shipments this year, up from about 39% last year
đ´ IDC forecasting shipments down 11.3% while average selling prices climb 17%, with no memory relief before the end of 2027
đ´ A 30 billion parameter model needs roughly 17GB just to hold its weights. A typical AI PC ships with 16GB
đ´ 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. đī¸
Stream on :
âļī¸ Youtube: https://www.youtube.com/@SMBAIHUB
âļī¸ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq
âļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown
âļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599
âļī¸ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/
âļī¸ Web: smbaimagazine.com
âļī¸ 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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