Copilot Notebook Enhancement Annoyance

Today, I discovered what a few others have begun to uncover. Microsoft has made yet another UI change to Copilot that has left users guessing.  Notebooks have mysteriously disappeared.  

When this feature first rolled out, I had no idea what to with it and turned to Copilot to explain it.

Recognizing the advantage of this feature, I rolled through a few projects using it and relying upon it as my place to compile all of my project notes.

They have yanked this feature apparently.  Though it still exists, just not where it is supposed to live, in the menu!

<rant> Do they not understand that nobody wants to play that game, hunting for what was previously right up front and is now nowhere to be found, except through discussion with their Artificial Imbecile. Google was slow to figure this out too.  Nobody wants to start using something only to have it yanked out from under them. It is not helpful.  It is not useful.  We will find something more reliable.  We will find a better way and without you.  That is all. </rant>

fabric vs snowflake

Why Ventra Health Chose Snowflake to Power Its Next Generation of Data and Analytics | by Kevin Crittendon | Snowflake Builders Blog: Data Engineers, App Developers, AI, & Data Science | Medium

Asked to take a look at the above article and offer some thoughts, here are few insights I have gathered from my own experience, other discussions and conferences.

This is an interesting case study highlighting Snowflake’s strength as a high-performance data warehouse, but I feel that the evaluation is limited to a lens that overlooks broader platform considerations.

For organizations heavily invested in the Microsoft stack and Power BI, Fabric represents a more strategic long-term platform due to its integrated architecture and reduced operational overhead.

Fabric is not intended to compete solely as a warehouse. It is designed to be an end-to-end data platform that minimizes data movement, reduces dependency on ETL pipelines, and eliminates duplication across systems.

The comparison largely measures how efficiently data is moved, where the value in Fabric lies in reducing or eliminating that movement altogether.

Findings also suggest a pipeline-heavy implementation (e.g., Data Factory-driven ETL), which reflects design choices rather than platform limitations. Fabric is optimized around OneLake and Direct Lake, enabling native access patterns that avoid replication and reduce latency.

The reported cost pressures align with a pipeline-centric architecture. In my opinion, Fabric offers a more predictable, capacity-based cost model when used as designed, with centralized storage, Direct Lake BI workloads, and minimal data movement.

Snowflake does simplify data warehousing and very efficiently, but introduces another level of complexity, and another point of failure.

Fabric simplifies the entire analytics ecosystem, using native integration with Power BI, Entra ID, and Microsoft 365, eliminating the need for additional tools, connectors, and duplicated semantic layers.

Fabric represents a different category altogether: a unified data and analytics platform designed to consolidate data engineering, warehousing, business intelligence, and governance into a single, integrated solution.

Tao Verse 17

 

If one doesn't trust himself how can he trust anyone else?

Assuming the Drab Color of the World

I needed a little something in case I got stuck with nothing to do on a recent trip.  Most simply turn their attention to that little black box in their pocket.  I usually avoid that at all costs.  This book stuck out on my bookshelf as something that might be mildly entertaining, without too huge of commitment.   I do not recall from where it came at all.  It just appeared in my collection one day; perhaps, under its own power, it invited itself into my world.  

Regardless.  While standing in the line of eternity at the airport, I began reading and quickly found it fit the bill perfectly.  Short passages within specific topic chapters outlined a diversity of opinion and speculation on the cause of this or that in the turn-of-the-century Ozark world.

One of the most striking observations came in the forward.  It not only fits the time of the writing but could easily be applied to the impact of globalization that occurred throughout much of the time after.

"Wherever railroads and highway penetrate, wherever newspapers and moves and radios are introduced, the people gradually lose their distinctive local traits and assume the drab color which characterizes conventional Americans elsewhere. The Ozarkers are changing rather rapidly just now, and it may be that a few more years of progress will find them thinking and acting very much like country folk in other parts of the United States. This standardizing transformation is still far from complete, however. A great body of folk belief dies very slowly, and I suspect that some vestiges of backwoods superstition will be with us for al long time to come."

Indeed these vestiges of backwoods superstition persist in much of our daily lives, as demonstrated by a few other passages within the book.  The very first that I encountered took me back to a saying my great-grandmother espoused frequently that was always left me a little confused about what rain and sunshine had to do with the devil beating his wife.  I remain perplexed to this day too.

The next I encountered came straight from my parents mouths.  It is but another that leaves me wondering.  Why Bread and Butter?

Some may be more familiar with the "Salt and Pepper" variation.  While this one seems equally unfounded, the book does discuss beliefs surrounding various aspects of good and evil associated with having, keeping and freely giving salt away to another.

Then there are some that do not match perfectly to well known phrases, though it is easy to tell from where they may have had their beginnings, as with this related to finding a pin.

I could probably snapshot most of this book, and may yet include more of these phrases in the comments as I go along.  It is a fun read, to the say the least.  Some phrases have no specific origin and some are meant to keep children busy in the days before radio, television, or any sort of other technology. I neglected to snapshot this point but it amounted to sending children to go count the freckles on the face of another to find out how many days until summer or some such thing.

Randolph, V. (2012). Ozark Magic and Folklore. Dover Publications. (Original work published 1947).

Tao Verse 16

The great truth of Nature is Tao.