Dr. Mindle's Musings

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

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

(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

“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

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

(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

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

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,

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

(First created: 07/31/2024 |Personal Opinion) In earlier posts, I have pondered over analytic experiences (AX) and what an ideal analytic platform entails to deliver great AX. Recently my mind has been on machine learning experiences. Impossible to reduce to two-letter