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Dr. Mindle's Musings

On education, AI/ML/AA(advanced analytics), computing and more

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Dramas in backyard

Not something I would normally spend time on but allow me to gossip on the dramas that happened and are happening in my backyard. The sculpture My daughter s flute teacher lives in the historic Oakwood neighborhood. To kill time while

MEGA

The double AI paradigm shifts On the surface of AI applications, an obvious paradigm shift is happening right before our eyes: AI is Power. Who can utilize the new power to the fullest extent who wins. AI is being commoditized

Agent and World

Historical Notes Spring semester 1999, in RPI s Graduate Research Seminar class, the topic I researched and presented on was Applications of Multi-Agent System (MAS) in Transportation System . My professor s feedback? The ideas are creative and enticing, but borderline daydreaming . The

The ISEE Trajectories

(First created: 01/03/2026 Personal Opinion) As a high school band parent, each year I go through the cycle of the Fall excitement when the marching season starts followed by the Spring emotions when the band program wraps in a final

The 3V Levels

“When a wise man points at the moon the bystander examines his finger.” — Confucius (?) I was invited to a meeting on integration with Groq, the application specific integrated circuit (ASIC) for LLM inference that s recently bought by Nvidia

The Three Worlds of AI/ML

Dividing is an infant’s first attempt to make sense of the world. When presented the first time ever with the mother’s milk, before the sweet and warm sensations, the baby must first divide the self from the non-self (is this

GenAI Gateway

(First created: 12/08/2024 Personal Opinion) As the loner level-headed person among the GenAI frenzies at where I work, I question a lot on GenAI use cases beyond domains of texts and code. But that doesn’t mean I’m a doubter of

American shadow

I m a registered independent who never voted until Donald Trump emerged onto the political scene. I still believe politics, like religion, is a personal matter which I rely on gut feeling and spend no time thinking or talking about. But

The first bird

As my daughter successfully transitioned into college life, I thought I post the ad we put up in her yearbook here so she can have easy access. It may sounds like hyperbole and cliche, but what s truly behind each word,

Celebration

With two kids in high school, I got my share of the uncomfortable talks about sex and alcohol. So I did my research, consulted experienced parents, watched YouTube videos and mock talked with my wife, before anxiously knocked on the

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