Stefan Groschupf

Founder and CEO, Automation Hero · 1 appearance on the record.

computed by AI from the episodes · how this works → · full disclaimer →

founderexecutiveengineer@StefanGroschupf ↗LinkedIn ↗automationhero.ai ↗

Stefan Groschupf is a big-data and enterprise AI entrepreneur best known for founding the analytics company Datameer and contributing to Apache Nutch. He subsequently founded Automation Hero, an intelligent process automation platform combining deep learning and RPA to automate complex business workflows.

7statements → 2claims → 0claims resolved → 3.43/5average certainty → 3.14/5average debate potential → 3said about them ↓

2 not checkable as stated how the 2 claims stand · each chip opens the sources

1 prediction · 1 assertion · 2 opinions · 2 insights · 1 what if · every statement was checked. The prediction and assertion are the 2 claims: statements the public record can support or contradict. 0 are resolved, and 2 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Stefan argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

How they sound: speaking style how? →

233 words/min while actually speaking · 49.2 um and uh per 1k words

No argument clarity score for Stefan Groschupf: only 1 usable question→answer exchange on raw tape (a fair score needs 8+). We do not score a sample that small. Roundtable and news formats yield far fewer direct exchanges than interviews.

Measured by listening to the audio itself: 4,205 words across 1 episode of raw-level tape, transcribed verbatim with every um and uh kept, each one attributed only where the alignment onto our timed stream is unambiguous. These are measurements of speaking style. We do not rank them: across this corpus, fluency and argument quality are nearly uncorrelated (ρ≈0.2), and smooth talking does not signal clear thinking. How it's measured →

What they said7 What others said3 Episodes1

Everything Stefan Groschupf said on the MAD Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

Prediction Not checkable as stated

Groschupf: Data center operating systems will be the next Hadoop killer

“That's a data center OS, and I really think that's the next Hadoop killer.”

Stefan Groschupf Dec 17, 2015 ▶ 13:21 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

Insight

Groschupf: Aspiring students should rethink choosing data science as a career

“So if you have to make a career choice to study data science today, I would rethink that. And I'm serious.”

Stefan Groschupf Dec 17, 2015 ▶ 16:52 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

Opinion

Groschupf: SQL on top of Hadoop was an unfortunate development

“Well, it's unfortunate, what I think is one of the most unfortunate thing that happened in the Hadoop space is kind of the introduction of SQL on top of Hadoop.”

Stefan Groschupf Dec 17, 2015 ▶ 5:42 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

Assertion Not checkable as stated

Stefan Groschupf: Apache Flink is already faster than Spark

“And what's really interesting is Flink is already faster than Spark.”

Stefan Groschupf Dec 17, 2015 ▶ 10:35 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

What-if

Groschupf: New computation frameworks should be built on Mesosphere, not YARN

“And if I would have to rewrite kind of the code I wrote in 2006, I would not necessarily write it on Yarn. I would maybe write a whole new computation framework on Mesosphere.”

Stefan Groschupf Dec 17, 2015 ▶ 14:21 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

Opinion

Groschupf: 'Big data' is a corporate buzzword created to make money

“I think big data is a big buzzword from big company to make big money.”

Stefan Groschupf Dec 17, 2015 ▶ 21:29 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

Insight

Groschupf: Any database schema built today is outdated tomorrow

“Whatever schema you're building today, it's outdated tomorrow.”

Stefan Groschupf Dec 17, 2015 ▶ 9:04 The Acceleration of Innovation in Big Data w/ Stefan Groschupf, Datameer

The other half of the tape: Stefan Groschupf's own voice is left out of every number here. Other people bring the name up 3 times in 1 episode on the MAD Podcast. every mention, with the transcript →

Every mention by year

mentionsepisodesper episode tap a year for its mentions

2015 3 mentions in 1 episode

A Fireside Chat with MapR CTO M.C. Srivas (Data Driven NYC / FirstMark) Dec 17, 2015 · 3 mentions · from 34:33
every mention in 2015, scene by scene →

Appearances (1)