AI Breakdown

AI Breakdown

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AI Breakdown episodes

  • Your Next AI Model Is Weeks Away

    𝐀 𝐭𝐚đŦ𝐤 𝐰đĸ𝐭𝐡 𝟏𝟎,𝟎𝟎𝟎 𝐭𝐨𝐤𝐞𝐧đŦ đĸ𝐧 𝐚𝐧𝐝 𝟐,𝟎𝟎𝟎 𝐨𝐮𝐭 𝐜𝐨đŦ𝐭đŦ 𝐚𝐛𝐨𝐮𝐭 𝐭𝐰𝐨 𝐜𝐞𝐧𝐭đŦ. 👀

    Mistral put a price list on a trillion parameter model. $1.36 per million input tokens, $4.18 per million output, and 14 cents per million for cached input, the text you send over and over.

    This week on 𝐓𝐡𝐞 𝐀𝐈 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧, we close the theme:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭.

    Output costs more than input, because producing text takes more work than reading it. So a job that writes a lot costs more than a job that reads a lot, and that is the arithmetic a lean budget actually runs on.

    Inside the episode:

    🔴  A 501 billion parameter open weight model with 23 billion active at a time, weights due this month

    🔴 Watermarking in the EU, where swapping 10% of words for synonyms dropped detection from 92% to 66%

    🔴 Visual ads arriving alongside image generation, with a US test opening this month

    🔴 Shared agents inside group conversations, with permissions set for each person

    🔴 The move: price one real job in your business, words in and words out, against what it costs you now

    Ambition is free. Working out what it costs is the habit. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    9 min
  • Your AI Bill Comes In Two Currencies

    𝐘𝐨𝐮 𝐩𝐚𝐲 𝐟𝐨đĢ đĸ𝐧𝐭𝐞đĨđĨđĸ𝐠𝐞𝐧𝐜𝐞 𝐭𝐰đĸ𝐜𝐞. 𝐎𝐧𝐜𝐞 𝐰đĸ𝐭𝐡 đĻ𝐨𝐧𝐞𝐲, 𝐚𝐧𝐝 𝐚𝐠𝐚đĸ𝐧 𝐰đĸ𝐭𝐡 𝐰𝐡𝐚𝐭 𝐲𝐨𝐮đĢ 𝐛𝐮đŦđĸ𝐧𝐞đŦđŦ 𝐤𝐧𝐨𝐰đŦ. đŸ˜ŗ

    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 𝐓𝐡𝐞 𝐀𝐈 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 𝐋𝐞𝐚𝐧 𝐛𝐮𝐝𝐠𝐞𝐭.

    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:

    🔴 Open models carrying 78.4% of the tokens through one developer gateway, against 21.6% closed, and why dollars could tell a different story

    🔴 A claim of ten times lower cost at state of the art quality, which is one vendor's claim about its own model

    🔴 A free tier quietly limited to the lightest model while the price of the paid plan held still

    🔴 TikTok adding one click checkout from the feed, on about $15.8 billion of US sales in 2025

    🔴 The move: five things your business knows that competitors would pay to learn

    The sticker price is one half of what AI costs you. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    9 min
  • Your AI Is About To Hand You An Infinite Backlog

    𝐇𝐞 đŦ𝐩𝐞𝐧𝐭 𝐚 𝐲𝐞𝐚đĢ đŦ𝐚𝐲đĸ𝐧𝐠 𝐡𝐮đĻ𝐚𝐧đŦ đĻ𝐮đŦ𝐭 đĻ𝐚𝐧𝐚𝐠𝐞 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭đŦ đĨđĸ𝐤𝐞 đŦ𝐭𝐚𝐟𝐟. 𝐓𝐡𝐞𝐧 𝐡𝐞 đĢđžđ¯đžđĢđŦ𝐞𝐝 đĸ𝐭 đĸ𝐧 𝐩𝐮𝐛đĨđĸ𝐜. 👀

    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 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 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. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    9 min
  • Your Software Vendor Wants To Bill Your AI By The Call

    𝐎𝐧𝐞 𝐞đŦ𝐭đĸđĻ𝐚𝐭𝐞 𝐟𝐨đĢ đĨ𝐞𝐭𝐭đĸ𝐧𝐠 𝐡đĸđŦ 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭đŦ 𝐮đŦ𝐞 đŦ𝐨𝐟𝐭𝐰𝐚đĢ𝐞 𝐡𝐞 𝐚đĨđĢ𝐞𝐚𝐝𝐲 𝐩𝐚𝐲đŦ 𝐟𝐨đĢ: 𝐚đŦ đĻ𝐮𝐜𝐡 𝐚đŦ $𝟐𝟒𝟎,𝟎𝟎𝟎 𝐚 𝐲𝐞𝐚đĢ. đŸ˜ŗ

    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 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 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
     

    🔴 Twenty agents you can reach by text message, priced from free to $100 a month
     

    🔴 A hosting platform for agents in public preview, with pricing still undisclosed
     

    🔴 A $100 million training academy aiming at 10,000 engineers by the end of 2027, with the big consultancies in the room first
     

    🔴 The move: ask three vendors what they charge when your software makes the calls

    Cheaper models are arriving. The access around them is where the bill is moving. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    10 min
  • Your Lean Team Can Punch Above Its Budget With AI

    𝟖𝟐% 𝐨𝐟 𝐟đĸđĢđĻđŦ 𝐰đĸ𝐭𝐡 𝐟𝐞𝐰𝐞đĢ 𝐭𝐡𝐚𝐧 𝐟đĸđ¯đž 𝐩𝐞𝐨𝐩đĨ𝐞 đŦ𝐭đĸđĨđĨ 𝐛𝐞đĨđĸđžđ¯đž 𝐀𝐈 đĸđŦ 𝐧𝐨𝐭 𝐟𝐨đĢ 𝐭𝐡𝐞đĻ. 👀

    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 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 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
     

    🔴 One assistant working with AI handles 3 to 5 times the task volume of one without it, at the same cost
     

    🔴 67% start on free or low cost tools, median annual spend around $8,200, with payback in 3 to 5 months
     

    🔴 Training a team produces about 2.3 times the productivity of deploying without it, while roughly 95% of pilots show no measurable return
     

    🔴 Where a human has to stay in the loop when relationships are the reason people choose you

    Pick the one job that steals the most hours. Not a stack. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    31 min
  • Your AI Budget Needs A Dashboard Before It Needs A Raise

    𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ𝐞đŦ 𝐛𝐨𝐮𝐠𝐡𝐭 đĻ𝐨đĢ𝐞 𝐀𝐈 𝐚𝐧𝐝 𝐩𝐚đĸ𝐝 đĨ𝐞đŦđŦ 𝐟𝐨đĢ đĸ𝐭. 𝐍𝐨𝐛𝐨𝐝𝐲 đĸ𝐧đŦđĸ𝐝𝐞 𝐭𝐡𝐞đĻ 𝐝𝐞𝐜đĸ𝐝𝐞𝐝 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 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 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
     

    🔴 73% run a cost review at the point a project gets approved, against 50%
     

    🔴 46% set usage or token budgets, against 31%
     

    🔴 Shopify Canvas, building a store by chatting, and why the price of a first draft is heading toward zero everywhere at once
     

    🔴 Why a $4,999 desktop machine earns its place only for work you run constantly

    Cheaper AI is arriving on its own. Keeping the saving is the job. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    10 min
  • Your Team Is Small. Your Capability Doesn't Have to Be

    𝐅𝐨𝐮đĢ𝐭𝐞𝐞𝐧 𝐭𝐨𝐨đĨđŦ. $𝟐𝟑𝟎 𝐚 đĻ𝐨𝐧𝐭𝐡. 𝐅𝐨𝐮đĢ 𝐨𝐟 𝐭𝐡𝐞đĻ 𝐠𝐞𝐭 𝐨𝐩𝐞𝐧𝐞𝐝 đĸ𝐧 𝐚 𝐧𝐨đĢđĻ𝐚đĨ 𝐰𝐞𝐞𝐤. đŸ˜ŗ

    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 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧, we open a theme that runs all seven days:

    𝐒đĻ𝐚đĨđĨ 𝐁𝐮đŦđĸ𝐧𝐞đŦđŦ. 𝐁đĸ𝐠 𝐀đĻ𝐛đĸ𝐭đĸ𝐨𝐧đŦ. 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
     

    🔴 Around 58% of small businesses used AI tools regularly in 2025, up from 40% the year before
     

    🔴 A five person team covering five functions runs past $300,000 a year. A modern tool stack covering similar ground runs roughly $3,000 to $12,000
     

    🔴 Dana Snyder of Positive Equation, who used AI coding tools to turn her own consulting expertise into a platform
     

    🔴 The counterweight: always on agents at lean companies can run bills comparable to the salaries they replaced

    The budget was never the real constraint. How much of it went to things nobody opened was. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    18 min
  • Your AI Gets It Wrong And You Sign For It

    𝐑𝐨𝐛𝐨𝐭đŦ 𝐜𝐚𝐧 𝐩𝐡𝐲đŦđĸ𝐜𝐚đĨđĨ𝐲 𝐝𝐨 𝐚𝐛𝐨𝐮𝐭 𝟕𝟒% 𝐨𝐟 𝐭𝐡𝐞 𝐭𝐚đŦ𝐤đŦ đĸ𝐧 𝐀đĻ𝐞đĢđĸ𝐜𝐚𝐧 đŖđ¨đ›đŦ. 𝐈𝐭 đĸđŦ 𝐰𝐨đĢ𝐭𝐡 𝐝𝐨đĸ𝐧𝐠 𝐟𝐨đĢ 𝟎.𝟑% 𝐨𝐟 𝐭𝐡𝐞đĻ. đŸ˜ŗ

    Both numbers come out of the same research. The distance between what a machine can do and what it makes sense to employ it for is enormous, and almost every argument about this ignores the second figure.

    This week on 𝐓𝐡𝐞 𝐀𝐈 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧, we close the theme:

    𝐖𝐡𝐚𝐭 𝐡𝐚𝐩𝐩𝐞𝐧đŦ 𝐰𝐡𝐞𝐧 𝐚𝐧 𝐒𝐌𝐁 𝐝𝐨𝐞đŦ𝐧'𝐭 đŖđŽđŦ𝐭 𝐮đŦ𝐞 𝐀𝐈, 𝐛𝐮𝐭 đŦ𝐭𝐚đĢ𝐭đŦ 𝐞đĻ𝐩đĨ𝐨𝐲đĸ𝐧𝐠 đĸ𝐭?

    Which ends where it had to end. When the thing you employed gets something badly wrong, whose name is on it.

    Inside the episode:

    🔴 A finished model scrapped on safety grounds, for not quite meeting the bar on staying within scope and authorisation
     

    🔴 Zero data retention for enterprise customers, including during inference, which is the part that normally carries an asterisk
     

    🔴 A runtime enforcing policy on an agent down at the operating system, across files, network and credentials
     

    🔴 The FTC preparing civil investigative demands after an incident involving roughly 700 agents
     

    🔴 An open weight model building a reliable browser exploit for $20.40, with safeguard bypass rates between 64 and 100%

    Everything built this week was a boundary. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    10 min
  • Your AI Assistant Just Became An Operating System

    𝐌𝐞𝐭𝐚 𝐛𝐮đĸđĨ𝐭 𝐚𝐧 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭 𝐟𝐨đĢ 𝐭𝐡𝐞 đŦ𝐡𝐨𝐩 𝐨𝐧 𝐭𝐡𝐞 𝐜𝐨đĢ𝐧𝐞đĢ, 𝐚𝐧𝐝 𝐩𝐮𝐭 𝐚 𝐟đĢ𝐞𝐞 𝐭đĸ𝐞đĢ 𝐨𝐧 đĸ𝐭. 👀

    It plugs straight into Facebook and Instagram analytics, and into Canva, so the first thing it sees is real trading data rather than a demo. That market has never once been served first by anything in this industry.

    This week on 𝐓𝐡𝐞 𝐀𝐈 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐖𝐡𝐚𝐭 𝐡𝐚𝐩𝐩𝐞𝐧đŦ 𝐰𝐡𝐞𝐧 𝐚𝐧 𝐒𝐌𝐁 𝐝𝐨𝐞đŦ𝐧'𝐭 đŖđŽđŦ𝐭 𝐮đŦ𝐞 𝐀𝐈, 𝐛𝐮𝐭 đŦ𝐭𝐚đĢ𝐭đŦ 𝐞đĻ𝐩đĨ𝐨𝐲đĸ𝐧𝐠 đĸ𝐭?

    Which turns the conversation to payroll. What it costs to put one of these on the books, and who is quietly setting that price for you.

    Inside the episode:

    🔴 GPT 6.1 Sol at roughly 13% of the flagship's cost, scoring 71.4 on OSWorld against 64.4 for the model before it
     

    🔴 Devin 30 to 40% cheaper in standard modes, and up to 70% cheaper in review, which makes checking work the cheapest thing on the menu
     

    🔴 Always on agents reaching more than 4,000 applications, running in the cloud while your laptop is shut
     

    🔴 A new $500 tier with about 25 times the usage, while the $200 tier reopened with usage cut roughly in half
     

    🔴 The move: price the work rather than the seat

    Everything got cheaper per unit and more rationed per plan, in the same seven days. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    10 min
  • Your Next AI Hire Belongs To Your Whole Team

    đ„đ¯đžđĢ𝐲 𝐀𝐈 𝐚đŦđŦđĸđŦ𝐭𝐚𝐧𝐭 𝐨𝐧 𝐭𝐡𝐞 đĻ𝐚đĢ𝐤𝐞𝐭 𝐰𝐚đŦ 𝐛𝐮đĸđĨ𝐭 𝐟𝐨đĢ 𝐨𝐧𝐞 𝐩𝐞đĢđŦ𝐨𝐧. 𝐀đĨđĻ𝐨đŦ𝐭 𝐧𝐨 𝐰𝐨đĢ𝐤 𝐠𝐞𝐭đŦ 𝐝𝐨𝐧𝐞 𝐭𝐡𝐚𝐭 𝐰𝐚𝐲. 👀

    Four or five agents now handle real chunks of individual work, and nobody marked the day they stopped being the next big thing. The unit almost all actual work happens in, the team, is the thing none of them covered.

    This week on 𝐓𝐡𝐞 𝐀𝐈 𝐁đĢ𝐞𝐚𝐤𝐝𝐨𝐰𝐧:

    𝐖𝐡𝐚𝐭 𝐡𝐚𝐩𝐩𝐞𝐧đŦ 𝐰𝐡𝐞𝐧 𝐚𝐧 𝐒𝐌𝐁 𝐝𝐨𝐞đŦ𝐧'𝐭 đŖđŽđŦ𝐭 𝐮đŦ𝐞 𝐀𝐈, 𝐛𝐮𝐭 đŦ𝐭𝐚đĢ𝐭đŦ 𝐞đĻ𝐩đĨ𝐨𝐲đĸ𝐧𝐠 đĸ𝐭?

    Shared team agents finally have a working definition. One agent that many people talk to, with shared knowledge, shared memory, and one configuration. Those last three words are where it turns, because the moment each person tunes their own, the shared knowledge stops being shared.

    Inside the episode:

    🔴 xAI shipping assistants built around sales, engineering, marketing and data analytics rather than one person's inbox
     

    🔴 Meta bundling its platform and handing it to a former MongoDB chief executive, which tells you who the customer is now
     

    🔴 Roughly 1 million reusable agent skills in the wild, with 280 million installs across 7 months
     

    🔴 The four shapes emerging: the expert, the common work agent, the bridge, and the chief of staff
     

    🔴 Give the agent its own account and suddenly 40 people in a channel can pull your pricing

    Your first hire should be the one sitting between two of your own people. đŸŽ™ī¸

    Stream on :

    â–ļī¸ Youtube: https://www.youtube.com/@SMBAIHUB

    â–ļī¸ Spotify:  https://open.spotify.com/show/03455lXXM29joyuucQkkyq

    â–ļī¸ Amazon Music: https://music.amazon.in/podcasts/b93fd52f-bc53-4ee9-98d7-3b9e10ea0e6f/ai-breakdown

    â–ļī¸ Apple Podcast: https://podcasts.apple.com/in/podcast/ai-breakdown/id6799578599

    â–ļī¸ iHeart Radio :  https://www.iheart.com/podcast/1333-ai-breakdown-340815159/

    â–ļī¸ Web: smbaimagazine.com

    â–ļī¸ 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.

    10 min

About AI Breakdown

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AI Breakdown: practical AI for small and mid-sized business. Real tools, real numbers, no hype — from the SMB AI Podcast.