Most #AI teams don't have an evaluation strategy. They have an evaluation event.
Tested before launch. Shipped. Never looked back.
Meanwhile 3 new models dropped this month, 2 cheaper, 1 probably better for the task.
Here's a 5-step framework 2 fix that: michaelcizmar.com/blog/2026/03...
#MLOps
The #EpsteinFiles aren't just a political story.
They're a #KYC audit nobody asked for - and most PE and hedge fund risk frameworks failed it.
#AI solutions do not scale easily and then the problem becomes the data...
michaelcizmar.com/blog/2026/02...
I'm already tired of hearing about the #hussleculture. It seems to project laziness and apathy. While running an award winning small business for 20 years, I tried to instill 1 thought:
"If you are not exceptional, you are obsolete".
#leadership #oneteam #culture
www.linkedin.com/analytics/po...
Who doesn't like a multi-node OpenSearch docker compose? github.com/mcplusa/open...
AI projects fail bcause they’r chartered poorly. I built #Purrview 2 prove the opposite...a tiny tool that detects when a cat enters frame & records it.
1) No POC.
2) No roadmap.
3) No “AI transformation.”
4) Use what works
& it works.#AI isn’t failing.AI projects are.
linkedin.com/pulse/purrvi...
“Hey Michael, this event page is pure AI slop.”
Fair enough, but dont judge a book by its cover.
U, on the other hand, still have 1 hour to join 2 of the most experienced AI practitioners as they share notes from the field bfore it turns in2 actual slop:
events.teams.microsoft.com/event/cc5517...
Simple is generally better than complex, I just published Auto-Generating Related Articles with @qdrant.bsky.social and Local Embeddings medium.com/p/auto-gener... #KNN
Hello @microsoft.com #ai #tour to #chicago
Why #PostgreSQL Search Isn’t Enough: A Case for Purpose-Built Retrieval Systems #VectorSearch #LTR #Elasticsearch
@mcplusa mcplusa.com/why-postgres... #Insights
Checkout this image I made with #chatgpt5. The prompt was ‘generate me an image of me getting after it’
At least it was strangers doing it to you versus your loved ones.
#Skype is a dead product except for when you....
It’s a plant! Don’t be fooled.
#MCP does not kill the univeral index, it really just extends it and like all things...it depends on the use case if universal versus #federatedsearch makes sense.
mcplusa.com/why-federate...
Projects get stuck in the POC Production often because we do not describe the behavior or the work steams we aim to proof. "Is this an image of a cat?" - Asked no one. "Is this claim something we should further review" - Priceless.
#LLM #BDD #TDD #Agents
michaelcizmar.com/drive-requir...
Having the Title be : "Plastic Foodservice Film" and your LLM creating the synthentic queries is not the best method to judge your LLM's performance at finding Seran Rap or saran wrap.
#LLM #AI #Relevancy
michaelcizmar.com/judging-llm-...
