Garett Medlin

[P3 Adaptive @P3Adaptive]

Agent frameworks everywhere. Every AI player's got one; some have more than one.
The companies moving fastest? They picked one and started building.
While others evaluate, they're learning what actually works.
🔗https://t.co/0bPMT7w1LR

[Raw Data With Rob Collie @RawDataWithRob]

Claude can update its own instructions when it spots problems. Live today.
But companies are waiting for the "right" framework to emerge.
Gap between capability and usage keeps growing..
🔗https://t.co/MxzF6niZ4a

[Raw Data With Rob Collie @RawDataWithRob]

For the next generation, AI isn't a tool rollout. It's how you make things. Explore ideas. Plan a date.
They didn't need training. They just started using it.
This week, Rob & Justin dig into why exposure beats instruction & what that means for your teams.
https://t.co/VNLG4uZL8t

[P3 Adaptive @P3Adaptive]

For the next generation, AI isn't a tool rollout. It's how you make things. Explore ideas. Plan a date.
They didn't need training. They just started using it.
This week, Rob & Justin dig into why exposure beats instruction & what that means for your teams.
https://t.co/Tpvk5ZyzgY

[P3 Adaptive @P3Adaptive]

We've been in a toxic relationship w/off-the-shelf business software for so long we forgot what healthy looks like.
It's fine, the built-in reports are fine. Normal to export everything to Excel.
Therapy costs less than you think. It's called custom AI.
🔗https://t.co/tNZOELVRS0

[Raw Data With Rob Collie @RawDataWithRob]

The custom software you build this year won't be an AI project.
Just regular code with one piece of AI dropped in the exact right spot.
The magic Lego brick. Once you see where it fits, you find room for one in almost every workflow.
���https://t.co/xtpK53u4jF

[P3 Adaptive @P3Adaptive]

The data gene shows up when you look at a correlation the AI just handed you and immediately know it's backwards.
You can't fake that. Can't learn it from a course. You either see it or you don't.
Rob and Justin break down why in this episode.
Listen now: https://t.co/VxZJ6resjc

[Raw Data With Rob Collie @RawDataWithRob]

The data gene shows up when you look at a correlation the AI just handed you and immediately know it's backwards.
You can't fake that. Can't learn it from a course. You either see it or you don't.
Rob and Justin break down why in this episode.
Listen now: https://t.co/DgGrCuXXX9

[Raw Data With Rob Collie @RawDataWithRob]

It’s been an intense year for the data world.
A lot of noise. A lot of transformation theater. A lot of “this changes everything” slides.

We’ve been right there with you.
We’ll be back in the new year. Recharged. Ready to keep cutting through the nonsense.

[Raw Data With Rob Collie @RawDataWithRob]

The models already crossed the “good enough” line. What’s missing is everything wrapped around them.

This episode explains why AI benchmarks don’t help you decide what to do next & how to think about AI in a way that survives contact with reality.

🔗https://t.co/mLgs9g4Osn

[P3 Adaptive @P3Adaptive]

It’s been an intense year for the data world.
A lot of noise. A lot of transformation theater. A lot of “this changes everything” slides.

We’ve been right there with you.
We’ll be back in the new year. Recharged. Ready to keep cutting through the nonsense.

[P3 Adaptive @P3Adaptive]

If your AI can’t handle messy data and weird definitions, it’s not broken.

It’s unfinished.

Read the blog to learn more: https://t.co/gnby4zANxM

[P3 Adaptive @P3Adaptive]

The models already crossed the “good enough” line. What’s missing is everything wrapped around them.

This episode explains why AI benchmarks don’t help you decide what to do next & how to think about AI in a way that survives contact with reality.

🔗https://t.co/cwBFr7EsaG

[P3 Adaptive @P3Adaptive]

"Build me a sales dashboard" → generic.

"Show me closed deals by rep, Q4, YoY comparison, exclude refunds, finance revenue measure" → useful.

Precision is everything now.

Read the blog to learn more:
🔗https://t.co/rsJnISSJkm

[P3 Adaptive @P3Adaptive]

87% on the latest benchmark! Revolutionary! Game-changing!

Cool. Now explain why it still won't load customer data.

Rob & Justin dig into why AI benchmarks keep answering the wrong questions & what matters when you're trying to get real work done.

🔗https://t.co/cwBFr7EsaG

[P3 Adaptive @P3Adaptive]

"There is no better data source for AI than a well-built semantic model."
Rui Romano is proving what we've been saying for over a decade.
Full episode live now.
is
🔗https://t.co/m4bRrtnqaJ

[P3 Adaptive @P3Adaptive]

"Where should we use AI?"

Silence.

This blank page problem kills more AI initiatives than bad technology ever will.

How to spot opportunities that are hiding in plain sight:
🔗https://t.co/4EZP5Q9MOk

[P3 Adaptive @P3Adaptive]

The 5% of AI projects that succeed aren't smarter or luckier.
They just understand their process first. Then they customize. Then they calibrate.
Rob and Justin explain what that means.

Listen via QR code ⬇️

[Raw Data With Rob Collie @RawDataWithRob]

The 5% of AI projects that succeed aren't smarter or luckier.
They just understand their process first. Then they customize. Then they calibrate.
Rob and Justin explain what that means.

Listen via QR code ⬇️

[Raw Data With Rob Collie @RawDataWithRob]

AI crushes simple tasks and falls apart on real workflows.
The fix isn’t more AI.
It’s smaller AI jobs with better structure.
We explain the pattern in the new episode.
🔗 https://t.co/cjLZlJc6vL