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Tips for responding to reviewers effectively.
  • Dr. Ingrid Falk-Weller
  • June 15, 2026
  • (0)
  • Research Practice

Answer Every Point, Concede Where They Are Right

I still remember the physical sensation of my hands going cold when I opened that first email from the editorial board. It wasn’t the rejection—I had survived plenty of those in my PhD days—it was the sheer, pedantic weight of…

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Peer review from the reviewer side process.
  • Dr. Ingrid Falk-Weller
  • June 10, 2026
  • (0)
  • Research Practice

Review the Paper They Wrote, Not the One You Would Have

I remember sitting in a dim university office three years ago, staring at a manuscript that was technically “sound” but fundamentally hollow, feeling that familiar, heavy knot of responsibility in my chest. There is a pervasive, almost polite myth that…

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Visualizing bias in datasets and models.
  • Dr. Ingrid Falk-Weller
  • June 3, 2026
  • (0)
  • Research Practice

The Dataset Encodes Whoever Collected It

I spent three months in my late twenties debugging a distributed scheduler, only to realize the entire system was failing because of a single, overlooked edge case in the timestamp logic. It wasn’t a grand mathematical error; it was just…

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Reidentified data risks privacy in datasets.
  • Dr. Ingrid Falk-Weller
  • May 28, 2026
  • (0)
  • Research Practice

Anonymised Data Has Been Reidentified More Than Once

I spent three years in academia watching brilliant PhD students build increasingly complex mathematical models to “guarantee” privacy, only to watch those same models crumble the moment they touched a real-world distributed system. There is this pervasive, almost religious belief…

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Obtaining informed consent in user studies.
  • Dr. Ingrid Falk-Weller
  • May 23, 2026
  • (0)
  • Research Practice

Participants Must Understand What They Are Agreeing to

I remember sitting in a windowless lab during my first year as a research engineer, watching a junior designer hand a participant a twelve-page legal document and ask them to sign it before the session even began. We called it…

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Ethics in computing research: technical feasibility.
  • Dr. Ingrid Falk-Weller
  • May 14, 2026
  • (0)
  • Research Practice

Technical Feasibility Is Not Ethical Permission

I remember sitting in a windowless conference room during my final year of my PhD, listening to a senior researcher drone on about how “ethical frameworks” would naturally emerge from the elegance of our new distributed consensus algorithm. It was…

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Expert professional managing research data provenance.
  • Dr. Ingrid Falk-Weller
  • May 4, 2026
  • (0)
  • Research Practice

Provenance Matters More Than Volume

I remember sitting in a windowless basement lab five years ago, staring at a directory named `final_results_v3_USE_THIS_ONE.zip` and feeling a profound sense of dread. I had spent months on a distributed consensus experiment, only to realize that my metadata was…

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Documenting experimental setup with version numbers.
  • Dr. Ingrid Falk-Weller
  • April 30, 2026
  • (0)
  • Research Practice

Record the Version Numbers or Repeat the Work

I remember sitting in a dimly lit lab three years ago, staring at a cluster of GPUs that were producing results so suspiciously perfect they felt like a hallucination. I spent six hours trying to reconstruct the exact environment state—the…

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Developers sharing code and data for verification.
  • Dr. Ingrid Falk-Weller
  • April 25, 2026
  • (0)
  • Research Practice

Published Code Gets Checked, Which Is the Point

I remember sitting in a dimly lit lab three years ago, staring at a “reproducible” repository that was little more than a graveyard of broken dependencies and a single, cryptic Python script. The authors had checked the box for sharing…

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Implementing reproducible research workflows.
  • Dr. Ingrid Falk-Weller
  • April 19, 2026
  • (0)
  • Research Practice

If It Only Runs on Your Laptop It Is Not a Result

I still remember the smell of ozone and old dust in the basement of my former university lab, sitting there at 3:00 AM staring at a cluster of nodes that refused to yield the same result twice. I had the…

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