Annie Cushing

Free interactive tools for AI practitioners:

I consolidated my X accounts and now just post from @AnnieCushing.

[Annie Cushing @annielytics]

I'm going to consolidate my X accounts and just post from my @AnnieCushing account moving forward.

[Annie Cushing @annielytics]

https://t.co/oi9fC3Map9

[Annie Cushing @annielytics]

https://t.co/d5HDwGaMX1

[Annie Cushing @annielytics]

Meetings are messy. Timelines shouldn't be. Use this prompt to convert a transcript to a schedule.

https://t.co/yQI5BNrNCw

#AI #prompt

[Annie Cushing @annielytics]

Ever wonder about how to effectively use the Temperature and Top P hyperparameters to optimize an AI model's output? My new explainer video demystifies both (with a 🎩⤵️ to Top K) by simplifying some of the sophisticated mathematical concepts.

https://t.co/rGffuq0KDQ

#AI

[Annie Cushing @annielytics]

This post is a 📷 behind the curtain to see how each protocol solves a different architectural problem, how they turn a jumble of tools and agents into a coordinated production, and why you need both—or appropriate alternatives. (2/2)

https://t.co/9dSeG9O42Y

#AI #AIAgent #MCP

[Annie Cushing @annielytics]

If MCP and A2A were characters from a fantasy flick, MCP would be the enchanter imbuing everyday objects with the ability to connect to forgotten systems, and A2A would be the strategist coordinating the group so they don’t waste spells, duplicate attacks, or summon chaos. (1/2)

[Annie Cushing @annielytics]

@berenddeboer It's my fave coding tool. I'm like, "Alright, ChatGPT, looks like it's you and me tonight."

[Annie Cushing @annielytics]

2nd time using #Claude today. Earlier I had 3 fact checks for my fun facts. This time I asked it a question and it started writing a ridiculous amount of code I didn't need. When I stopped it, I got a useless rate exceeded page and am now blocked. (1/2)

[Annie Cushing @annielytics]

@bilalmachraa Interesting. Maybe it's a global bug.

[Annie Cushing @annielytics]

It also said it interpreted my prompt to be 'dangerous' so it wouldn't use Sonnet 4.5. I was asking for help with a JavaScript error and fed it the logs from my console, a tail command, and a curl command. The yooj. (2/2)

[Annie Cushing @annielytics]

Tip for my fellow Python developers: Use docstrings to make your code more explainable and don't let AI tools—which all share a tendency toward lazy coding—remove them.

https://t.co/khJFCoReF5

#Python #Coding #Developer

[Annie Cushing @annielytics]

"What story is this data really trying to tell?"

I've put together real examples you can filch for your own projects. (3/3)

https://t.co/y4KvY0HwHa

#Data #MachineLearning #DataModeling #DataModels #DataVisualization #AI

[Annie Cushing @annielytics]

Here's something that surprised me: I was building a predictive model with 21 different features, and the most powerful one wasn't in my original dataset at all.

I created it by converting customer call dates into seasons. (1/3)

[Annie Cushing @annielytics]

That simple transformation of taking raw timestamps and grouping them into seasons became the strongest predictor in the entire model.

Whether you're running predictive analytics or not, sometimes the best insights come from asking... (2/3)

[Annie Cushing @annielytics]

This prompt turns boring spreadsheets into executive-ready stories: "Turn this data/spreadsheet into a narrative story that a non-technical executive would understand, with the key insight as the headline."

Learn more: https://t.co/2RJmkesj4I

#ai #aiprompting #data #datascience

[Annie Cushing @annielytics]

Result: Complex multi-agent workflows that actually work. No spaghetti code. No state management headaches. Just configure your agents and let #AutoGen handle the orchestration. (3/3)

https://t.co/PCPrmtR7Hg

#AI #AIAgent #DataScience

[Annie Cushing @annielytics]

Ever tried coordinating multiple AI models? Without a framework, you're managing API calls, conversation state, message routing... it's a mess. Here's how AutoGen changed everything for me. (1/3)

[Annie Cushing @annielytics]

Built a utility analysis system: Technical Analyst (GPT-4) → Compliance Reviewer (Mistral) → Strategic Planner (Claude). Each agent isolated, no context bleeding. The UserProxy pattern handles all coordination automatically. (2/3)

[Annie Cushing @annielytics]

My AI Timeline hit 1,500 entries yesterday. Almost half (748) of those are announcements from sundry model creators and AI tools (select 'announcement' from the tag filter to follow announcements).

https://t.co/GRt2FeJ9l8

#AI #Data #DataScience