Holiday Rewind: Your Laptop Can Run AI Now? Small Language Models (SLMs) 101

Holiday Rewind: Your Laptop Can Run AI Now? Small Language Models (SLMs) 101

We’re off for the holidays, so this is a re-release + stitched double-episode focused on Small Language Models (SLMs) and how to actually use them.

Kyle and Jess get hands-on with SLMs, showing you how to set up a private, local AI that runs on your laptop, and why that can be a smarter move than relying on cloud models for everything. If one episode is the “why” (specialist vs. generalist, cost, privacy), the other is the “how” (LM Studio walkthrough, using your documents locally, and real business workflows you can copy today).


Whether you’re tired of hitting Claude rate limits, worried about privacy, or just want an AI assistant that doesn’t charge per query, this stitched re-release gives you a practical roadmap to going local.


What You’ll Learn
  • How to set up LM Studio and download your first small language model in ~15 minutes
  • Why local AI can be faster, cheaper, and more reliable than cloud-based tools
  • The privacy advantages of keeping sensitive business data off external servers
  • Real-world SLM use cases: customer support, internal knowledge bases, content creation, email/sentiment analysis, and onboarding
  • The trade-offs: where SLMs struggle and when you should still reach for an LLM
  • Pitfalls to watch for: testing, edge cases, hallucinations, guardrails, and launching responsibly
  • Quick wins you can try today to build your own “AI intern” that lives on your laptop


Tools We Talk About


Get in touch with Early Adoptr: hello@earlyadoptr.ai


Follow Us on Socials & Resources:


IG: https://instagram.com/early_adoptr

TikTok: https://tiktok.com/@early_adoptr

YouTube: https://www.youtube.com/@early_adoptr

Substack: https://substack.com/@earlyadoptrpod

Resources: https://linktr.ee/early_adoptr

Get in touch with Early Adoptr: hello@earlyadoptr.ai


Follow Us on Socials & Resources:


IG: https://instagram.com/early_adoptr

TikTok: https://tiktok.com/@early_adoptr

YouTube: https://www.youtube.com/@early_adoptr

Substack: https://substack.com/@earlyadoptrpod

Hosted on Acast. See acast.com/privacy for more information.

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(68)

Open Weight AI Models: How to Cut Your Dependence on Big AI

Open Weight AI Models: How to Cut Your Dependence on Big AI

Open weight AI models could give your business more control over AI costs, data privacy and the tools you depend on, but they also mean giving up some of the convenience of ChatGPT and Claude. So when...

26 Elo 55min

AI Transparency Rules Are Here: What Small Businesses Need to Know About EU AI Act Article 50 (w/ Dr Barry Scannell)

AI Transparency Rules Are Here: What Small Businesses Need to Know About EU AI Act Article 50 (w/ Dr Barry Scannell)

The EU AI Act's Article 50 transparency rules are already in force, and they apply to your business whether you're in Dublin or Denver. But what does it actually mean? Do you need to label every piece...

19 Elo 54min

How to Be a Good Human in the Loop with AI

How to Be a Good Human in the Loop with AI

We talk a lot about keeping a human in the loop, but what does that actually mean in your day to day? You read the AI output, it looks right, you approve it, and you move on. But from late 2027 that m...

12 Elo 58min

Local AI: How to Run Private, Low-Cost AI on Your Own Computer

Local AI: How to Run Private, Low-Cost AI on Your Own Computer

What if your AI ran entirely on a laptop you own, added nothing to your monthly bill, and never sent your data anywhere? That's local AI. It might sound too good to be true, but as token costs climb a...

5 Elo 56min

Just Because You CAN Vibe Code....SHOULD You Vibe Code? (w/ Sean Bhardwaj)

Just Because You CAN Vibe Code....SHOULD You Vibe Code? (w/ Sean Bhardwaj)

Vibe coding can build you almost anything now. A customer database, a little internal tool, a whole CRM in an afternoon. But some of those things could land you in a world of GDPR pain, and one or two...

29 Heinä 1h 6min

Vibe Coding: What to Do After the App Is Built

Vibe Coding: What to Do After the App Is Built

So you've vibe coded an app....now what? Vibe coding gives almost anyone the ability to build a working app in an afternoon. In fact, around 63% of people building this way right now have no coding ba...

22 Heinä 56min

Agentic Loops: The Engine Behind Vibe Coding

Agentic Loops: The Engine Behind Vibe Coding

Agentic loops are already running in your business. If you have given an AI tool a research question, walked away, and come back to a finished brief, you have used one. The same mechanism fires a paym...

15 Heinä 49min

Claude Code Without the Code: A Non-Developer's Week in Review (w/ Sean Bhardwaj)

Claude Code Without the Code: A Non-Developer's Week in Review (w/ Sean Bhardwaj)

Last week, Kyle and special guest Sean debated whether Claude Code is worth switching to if you don't know how to code. The answer was: it depends. So Sean spent the following week finding out. In thi...

8 Heinä 1h 7min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
mimmit-sijoittaa
psykopodiaa-podcast
rss-rahapodi
ostan-asuntoja-podcast
hyva-paha-johtaminen
rss-ammattipodcast
rahapuhetta
rss-sami-miettinen-neuvottelija
rss-rahamania
pari-sanaa-lastensuojelusta
oppimisen-psykologia
pomojen-suusta
rss-hikipaja
rss-startup-ministerio
rss-inderes
rss-vaikuttavan-opettajan-vierella
rss-karon-grilli
rss-muutoksenanatomiaa-podcast
kasvun-kipuja