Andrew Sweet

Technologist, Christian, Avid Traveler

[Andrew Sweet @AndyDSweet]

@dgoold Interesting I find this team so much fun to watch win or lose. Enthusiasm in the dugout and young players starting to hit their groove.

[Andrew Sweet @AndyDSweet]

Every vendor demo shows the LLM "reasoning."

In production, reasoning is the part that breaks.

The LLM is an orchestrator, not a reasoner. Build accordingly or build twice.

[Andrew Sweet @AndyDSweet]

@VinnysCorner1 Robin Yount Brewers

[Andrew Sweet @AndyDSweet]

@jawwwn_ Depending on the work the agent is doing it could need more than semantic context but other software scaffolding like state management. AI-assisted coding is making building this software scaffolding much faster. So use AI to build the scaffolding to make your agents valuable.

[Andrew Sweet @AndyDSweet]

Everyone obsesses over the LLM. But for a true enterprise agent, the model is just a small part of the system.

To go from "demo" to "production," you need the boring stuff:

- Semantic Layer (Business Rules)
- State Management (Memory)
- Validation & Guardrails (Safety)

[Andrew Sweet @AndyDSweet]

Your AI pilot worked. Your rollout didn’t.
Here’s why: You built a demo (LLM + prompt) not an agent (7 integrated layers).
Missing a semantic layer? It doesn’t understand your business. No state management? It forgets mid-workflow.
No validation? Hallucinations hit production.

[Andrew Sweet @AndyDSweet]

The silent shift: AI isn't replacing entire jobs yet (despite the headlines). It’s augmenting the top 10% of performers, making them much more productive. The performance gap is widening, not the unemployment line. That’s the real industry story. #AIStrategy #TechTrends

[Andrew Sweet @AndyDSweet]

The real AI race isn't about which LLM is 'the best' in general, it's about who builds the best proprietary layer for specialized domains (finance, medicine, law). Vertical AI is the next gold rush.
#AIStrategy #IndustryTrends #TechInvestment

[Andrew Sweet @AndyDSweet]

@aaditsh AI

[Andrew Sweet @AndyDSweet]

LLMs + ML are powerfully building blocks to building agents. It is not either/or

[AnswerRocket @AnswerRocket]

87% of ML models never make it into production. LLMs can sound smart, but aren’t precise enough for real business decisions.

The debate between “ML vs. LLMs” misses the point. The answer is: you need both.
🧵👇

#AI #ML #LLMs

[AnswerRocket @AnswerRocket]

87% of ML models never make it into production. LLMs can sound smart, but aren’t precise enough for real business decisions.

The debate between “ML vs. LLMs” misses the point. The answer is: you need both.
🧵👇

#AI #ML #LLMs

[AnswerRocket @AnswerRocket]

In construction, the accuracy of a bid can make or break a project. 📊

That’s why we partnered with Western Specialty Contractors to bring AI into their bidding process. Improving accuracy, profitability, and efficiency.

https://t.co/JuGd1EB9HH

[Charlie Kirk @charliekirk11]

Reading the Bible is good for the soul.

[Andrew Sweet @AndyDSweet]

@CharlieMarlow_ @StubHub That feels like it should be illegal. Buying a product at one price point only to have the vendor say sorry we don’t have that but here is a cheaper version at no additional cost!!!!

[Andrew Sweet @AndyDSweet]

This.

[Andrew Sweet @AndyDSweet]

@RegionalTVCat I you see like what you mean

[Andrew Sweet @AndyDSweet]

@DougVaughn_KMOV as a big believer in power rankings what’s your take the Cardinals blasting from 23rd to 15th in ESPN’s latest version? Is this tied to series wins?

[Andrew Sweet @AndyDSweet]

@jprutherford He won

[Andrew Sweet @AndyDSweet]

@dgoold Unpopular opinion: I find this year’s Cardinals fun to watch. And we enjoy going to games and have not experienced crime. I am not dismissing it at all just sharing our experience.

[Gateway Grinders @gatewaygrinders]

How bout it?