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๐๐ง ๐๐ ๐๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐๐ ๐๐จ๐ซ ๐ญ๐ฐ๐๐ง๐ญ๐ฒ ๐๐จ๐ฅ๐ฅ๐๐ซ๐ฌ ๐ ๐ฆ๐จ๐ง๐ญ๐ก. ๐๐จ ๐๐๐ง๐๐๐ข๐ญ๐ฌ, ๐ง๐จ ๐ฌ๐ข๐๐ค ๐๐๐ฒ๐ฌ, ๐ข๐ง๐๐ข๐ง๐ข๐ญ๐ ๐๐ฏ๐๐ข๐ฅ๐๐๐ข๐ฅ๐ข๐ญ๐ฒ. ๐ณ It is the pitch landing in every inbox. And it is only a good deal if you have run one number nobody advertises: the total cost once you add setup, correction hours, and the work that stops while you retrain the thing. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง, Kree and Varun open a theme that runs all seven days: ๐๐ก๐ $๐๐ ๐๐ฆ๐ฉ๐ฅ๐จ๐ฒ๐๐. Klarna ran an AI agent that handled 2.3 million chats in a month. Then the CEO walked it back: "We went too far." The agent did not fail. Nobody had defined where it was supposed to stop. That is a system problem, and it happens in small businesses every day, just without the press release. Inside the episode: ๐ด Why a ๐๐ dollar agent can cost more than a part time human
๐ด MIT: AI is cheaper in only ๐๐% of roles once you do the full accounting
๐ด The Monday Test: can you write down every step of the process, right now, without asking anyone? Clean the system first. Then hire the agent. That order is the whole game. ๐๏ธ Stream on: โถ๏ธ Youtube: https://www.youtube.com/@SMBAIHUB 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 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.
More from AI Breakdown
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
๐๐% ๐จ๐ ๐๐ข๐ซ๐ฆ๐ฌ ๐ฐ๐ข๐ญ๐ก ๐๐๐ฐ๐๐ซ ๐ญ๐ก๐๐ง ๐๐ข๐ฏ๐ ๐ฉ๐๐จ๐ฉ๐ฅ๐ ๐ฌ๐ญ๐ข๐ฅ๐ฅ ๐๐๐ฅ๐ข๐๐ฏ๐ ๐๐ ๐ข๐ฌ ๐ง๐จ๐ญ ๐๐จ๐ซ ๐ญ๐ก๐๐ฆ. ๐ This week Kree and Varun sit down in studio with Mehnaz Tabassum, social entrepreneur and one of the founders of CogniCo AI Consulting, which exists to help nonprofits, lean teams and changemakers adopt AI on tight budgets. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง: ๐๐ฆ๐๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ข๐ ๐๐ฆ๐๐ข๐ญ๐ข๐จ๐ง๐ฌ. ๐๐๐๐ง ๐๐ฎ๐๐ ๐๐ญ. Named Atlantic Canada's most inspiring immigrant, she has built four purpose driven ventures from the ground up, and was once one of the youngest senior IT project managers in the Government of Canada. She knows the technology, the mission, and the reality of doing a great deal with very little. Inside the conversation: ๐ด The adoption gap between small and large businesses shrank from 1.8x in 2024 to about 1.2x in 2025, and 91% of small businesses using AI say it lifted revenue
๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ๐๐ฌ ๐๐จ๐ฎ๐ ๐ก๐ญ ๐ฆ๐จ๐ซ๐ ๐๐ ๐๐ง๐ ๐ฉ๐๐ข๐ ๐ฅ๐๐ฌ๐ฌ ๐๐จ๐ซ ๐ข๐ญ. ๐๐จ๐๐จ๐๐ฒ ๐ข๐ง๐ฌ๐ข๐๐ ๐ญ๐ก๐๐ฆ ๐๐๐๐ข๐๐๐ ๐ญ๐ก๐๐ญ. ๐ Ramp's latest reading shows token spend down 5.2% while the number of tokens used went up. The explanation on offer is price competition between the big labs, which means the saving arrived from outside the business entirely. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง: ๐๐ฆ๐๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ข๐ ๐๐ฆ๐๐ข๐ญ๐ข๐จ๐ง๐ฌ. ๐๐๐๐ง ๐๐ฎ๐๐ ๐๐ญ. A discount you did not plan for is a discount you will not keep, unless somebody is watching the bill. KPMG surveyed more than 2,100 senior leaders across 20 countries and found which habits separate the organisations with an established return from the ones still experimenting. Inside the episode: ๐ด 77% of the established group track AI costs on a dashboard, against 43% of the experimenters
๐ ๐จ๐ฎ๐ซ๐ญ๐๐๐ง ๐ญ๐จ๐จ๐ฅ๐ฌ. $๐๐๐ ๐ ๐ฆ๐จ๐ง๐ญ๐ก. ๐ ๐จ๐ฎ๐ซ ๐จ๐ ๐ญ๐ก๐๐ฆ ๐ ๐๐ญ ๐จ๐ฉ๐๐ง๐๐ ๐ข๐ง ๐ ๐ง๐จ๐ซ๐ฆ๐๐ฅ ๐ฐ๐๐๐ค. ๐ณ Which is a team of fourteen where ten have never turned up. Most owners have never added that column up, because every line was small enough to ignore and they arrived one at a time. This week on ๐๐ก๐ ๐๐ ๐๐ซ๐๐๐ค๐๐จ๐ฐ๐ง, we open a theme that runs all seven days: ๐๐ฆ๐๐ฅ๐ฅ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ข๐ ๐๐ฆ๐๐ข๐ญ๐ข๐จ๐ง๐ฌ. ๐๐๐๐ง ๐๐ฎ๐๐ ๐๐ญ. Output stopped being tied to headcount. For most of business history, doing more meant hiring more. That equation has quietly come apart, and the gap between what a lean team can attempt and what it can afford narrowed sharply in about eighteen months. Inside the episode: ๐ด Solo founded US startups rose from 23.7% in 2019 to 36.3% by the first half of 2025