Your AI Gets It Wrong And You Sign For It

𝐇𝐞 𝐬𝐩𝐞𝐧𝐭 𝐚 𝐲𝐞𝐚𝐫 𝐬𝐚𝐲𝐢𝐧𝐠 𝐡𝐮𝐦𝐚𝐧𝐬 𝐦𝐮𝐬𝐭 𝐦𝐚𝐧𝐚𝐠𝐞 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬 𝐥𝐢𝐤𝐞 𝐬𝐭𝐚𝐟𝐟. 𝐓𝐡𝐞𝐧 𝐡𝐞 𝐫𝐞𝐯𝐞𝐫𝐬𝐞𝐝 𝐢𝐭 𝐢𝐧 𝐩𝐮𝐛𝐥𝐢𝐜. 👀 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 𝐓𝐡𝐞 𝐀𝐈 𝐁𝐫𝐞𝐚𝐤𝐝𝐨𝐰𝐧: 𝐒𝐦𝐚𝐥𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬. 𝐁𝐢𝐠 𝐀𝐦𝐛𝐢𝐭𝐢𝐨𝐧𝐬. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭. 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: 🔴 Google freezing its open source bug bounty after a flood of automated submissions, the vast majority invalid 🔴 Apple requiring very explicit user action before an app receives Full Disk Access, because of what always on agents can reach 🔴 Eight personal agents compared side by side, features converged, and only two letting you bring your own model 🔴 A shelf life of about six months on the messaging app trick that currently sets some of them apart 🔴 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. 🎙️ Stream on : ▶️ Youtube: https://www.youtube.com/@SMBAIHUB ▶️ Spotify: https://open.spotify.com/show/03455lXXM29joyuucQkkyq ▶️ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown ▶️ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599 ▶️ iHeart Radio : https://www.iheart.com/podcast/1333-ai-breakdown-340815159/ ▶️ Web: smbaimagazine.com ▶️ 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.

𝐎𝐧𝐞 𝐞𝐬𝐭𝐢𝐦𝐚𝐭𝐞 𝐟𝐨𝐫 𝐥𝐞𝐭𝐭𝐢𝐧𝐠 𝐡𝐢𝐬 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬 𝐮𝐬𝐞 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐡𝐞 𝐚𝐥𝐫𝐞𝐚𝐝𝐲 𝐩𝐚𝐲𝐬 𝐟𝐨𝐫: 𝐚𝐬 𝐦𝐮𝐜𝐡 𝐚𝐬 $𝟐𝟒𝟎,𝟎𝟎𝟎 𝐚 𝐲𝐞𝐚𝐫. 😳 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 𝐓𝐡𝐞 𝐀𝐈 𝐁𝐫𝐞𝐚𝐤𝐝𝐨𝐰𝐧: 𝐒𝐦𝐚𝐥𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬. 𝐁𝐢𝐠 𝐀𝐦𝐛𝐢𝐭𝐢𝐨𝐧𝐬. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭. 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: 🔴 That $240,000 against the $5 Postgres instance the agent itself suggested, and why the contract and the security review come before the saving

𝟖𝟐% 𝐨𝐟 𝐟𝐢𝐫𝐦𝐬 𝐰𝐢𝐭𝐡 𝐟𝐞𝐰𝐞𝐫 𝐭𝐡𝐚𝐧 𝐟𝐢𝐯𝐞 𝐩𝐞𝐨𝐩𝐥𝐞 𝐬𝐭𝐢𝐥𝐥 𝐛𝐞𝐥𝐢𝐞𝐯𝐞 𝐀𝐈 𝐢𝐬 𝐧𝐨𝐭 𝐟𝐨𝐫 𝐭𝐡𝐞𝐦. 👀 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 𝐓𝐡𝐞 𝐀𝐈 𝐁𝐫𝐞𝐚𝐤𝐝𝐨𝐰𝐧: 𝐒𝐦𝐚𝐥𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬. 𝐁𝐢𝐠 𝐀𝐦𝐛𝐢𝐭𝐢𝐨𝐧𝐬. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭. 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: 🔴 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

𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 𝐛𝐨𝐮𝐠𝐡𝐭 𝐦𝐨𝐫𝐞 𝐀𝐈 𝐚𝐧𝐝 𝐩𝐚𝐢𝐝 𝐥𝐞𝐬𝐬 𝐟𝐨𝐫 𝐢𝐭. 𝐍𝐨𝐛𝐨𝐝𝐲 𝐢𝐧𝐬𝐢𝐝𝐞 𝐭𝐡𝐞𝐦 𝐝𝐞𝐜𝐢𝐝𝐞𝐝 𝐭𝐡𝐚𝐭. 👀 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 𝐓𝐡𝐞 𝐀𝐈 𝐁𝐫𝐞𝐚𝐤𝐝𝐨𝐰𝐧: 𝐒𝐦𝐚𝐥𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬. 𝐁𝐢𝐠 𝐀𝐦𝐛𝐢𝐭𝐢𝐨𝐧𝐬. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭. 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: 🔴 77% of the established group track AI costs on a dashboard, against 43% of the experimenters

𝐅𝐨𝐮𝐫𝐭𝐞𝐞𝐧 𝐭𝐨𝐨𝐥𝐬. $𝟐𝟑𝟎 𝐚 𝐦𝐨𝐧𝐭𝐡. 𝐅𝐨𝐮𝐫 𝐨𝐟 𝐭𝐡𝐞𝐦 𝐠𝐞𝐭 𝐨𝐩𝐞𝐧𝐞𝐝 𝐢𝐧 𝐚 𝐧𝐨𝐫𝐦𝐚𝐥 𝐰𝐞𝐞𝐤. 😳 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 𝐓𝐡𝐞 𝐀𝐈 𝐁𝐫𝐞𝐚𝐤𝐝𝐨𝐰𝐧, we open a theme that runs all seven days: 𝐒𝐦𝐚𝐥𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬. 𝐁𝐢𝐠 𝐀𝐦𝐛𝐢𝐭𝐢𝐨𝐧𝐬. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭. 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: 🔴 Solo founded US startups rose from 23.7% in 2019 to 36.3% by the first half of 2025