Arnab Gupta

Everything Arnab Gupta said on any show that made the record, most notable first. Each card names its show and opens the statement there.

MAD Insight

Gupta: Enterprise AI advantage stems from human feedback loops, not algorithms

“And the real, what we found is that the differentiation comes from old-fashioned, the ability of their people to use it. It's in the feedback loop, which is truly proprietary to them. And as the algorithms improve, based on the, that's where the competitive tr…”

Arnab Gupta Dec 5, 2013 ▶ 22:11 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Opinion

Gupta: Most companies misuse data scientists by treating them like plumbers

“Because the problem you have, you know, a lot of companies have hired these years as scientists. They take what I call as a scientific artist, and they convert them into a plumber.”

Arnab Gupta Dec 5, 2013 ▶ 23:30 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Insight

Gupta: The term 'data warehouse' is an oxymoron

“The term data warehouse is now an oxymoron. Because data cannot be warehouse.”

Arnab Gupta Dec 5, 2013 ▶ 8:37 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Insight

Gupta argues he believes in small data rather than big data

“I actually do not believe in big data. I believe in small data.”

Arnab Gupta Dec 5, 2013 ▶ 9:37 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Insight

Gupta: Analytics value drops dramatically unless usable by average non-scientists

“Unless you can make the output of, ah, data analytics usable and consumable by an average person, its value declines dramatically.”

Arnab Gupta Dec 5, 2013 ▶ 3:26 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Prediction Not checkable as stated

Gupta predicts speculative big data applications will be operational in 2-3 years

“I really do believe that whatever we're talking about today, however speculative it might appear, in about two to three years you're going to see an operation.”

Arnab Gupta Dec 5, 2013 ▶ 11:22 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Insight

Gupta: Big data automates human cognitive functions rather than labor

“What in big data what's happening is, the machine is automating the cognitive functions that people perform, right?”

Arnab Gupta Dec 5, 2013 ▶ 12:36 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

MAD Assertion Not checkable as stated

Gupta: Opera Solutions employs over 200 machine learning PhD scientists

“We have about, ah, 200 plus, ah, machine learning scientists in the company. Most of them have PhDs in machine learning”

Arnab Gupta Dec 5, 2013 ▶ 1:45 Arnab Gupta, Opera Solutions // Data Driven NYC #17 // June 2013

The other half of the tape: Arnab Gupta's own voice is left out of every number here. Other people bring the name up 1 time in 1 episode across the shows. every mention, with the transcript →

Who brings them up most Matt Turck 1

Every mention by year

One line per show, most statements first. The link opens Arnab's full record on that show: the calibration, argument clarity, speaking style and every statement made there.

Show	Role there	Eps	Statements	Record
MADLEDGER	CEO, Opera Solutions	1	8	—	full record on the MAD Podcast →