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rrherr

1,536 karmajoined vor 12 Jahren
@rrherr rrherr.github.io

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How to Improve at Sensemaking AI?

commoncog.com
3 points·by rrherr·vor 2 Monaten·1 comments

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rrherr
·vor 3 Tagen·discuss
"VexTab is a language that allows you to easily create, edit, and share standard notation and guitar tablature. Unlike ASCII tab, which is designed for readability, VexTab is designed for writeability."

https://vexflow.com/vextab/tutorial.html
rrherr
·vor 2 Monaten·discuss
> Software engineers began to fracture into three groups. The first group is the “never AIs”.

> The second group consists of ‘pragmatic AI adopters’. I identify the most with this second group.

> And so it is the frame of a third group that has posed a challenge for me. Some call this the ‘software dark factory folks’. This group believes that it is possible to have AI coding agents write code with little to no human intervention.

> If software dark factories are possible, then the entire practice of software engineering is going to change. But how can you take the software dark factory folks seriously when you encounter incredibly stupid coding agent behaviours in your own day-to-day work? Nothing they say lines up with your own frame; all their ‘data points’ are off-the-cuff remarks that may be rejected due to your own lived experiences.

> Avoiding frame fixation _sounds_ easy when it’s about another person’s domain. It’s less easy when a) it’s about your own domain, b) when the new frame goes against everything you believe about your own hard-won expertise, and c) _when the new frame is fundamentally uncertain._

> I want to talk about that last point. We do _not_ know if these ‘software dark factories’ are possible. I’m not saying that the folks writing field reports are lying, or that the benefits they’re already seeing are fake. I’m saying that we _can’t_ know what the tradeoffs are, and where the limits of this approach lies. Nobody can. This is a new technology with new affordances. Nobody can know what’s possible here. This is what uncertainty feels like.

> But I think it’s also true that you need to take this ‘dark factory’ frame seriously. There are enough field reports now from enough unrelated people that indicate that _something_ is going on. More importantly, the potential impact on your career — if you are a software engineer — is too large to ignore.

> Thankfully, the Data-Frame theory already offers us one way out: you _don’t_ have to believe their frame. You may hold on to your current frame, and elaborate a second frame in parallel. [This post explains how... ]
rrherr
·vor 3 Monaten·discuss
> Audio can be a great way to capture ideas and thought processes ... This can work especially well for people who are distracted by form and "writing correctly" too early in the process, for people who are intimidated by blank pages, for non-neurotypical people, etc. Self-recording is a great way to set all of those artifacts of the medium aside and capture what you want to say.

Yes, this is my process:

Record yourself rambling out loud, and import the audio in NotebookLM.

Then use this system prompt in NotebookLM chat:

> Write in my style, with my voice, in first person. Answer questions in my own words, using quotes from my recordings. You can combine multiple quotes. Edit the quotes for length and clarity. Fix speech disfluencies and remove filler words. Do not put quotation marks around the quotes. Do not use an ellipsis to indicate omitted words in quotes.

Then chat with "yourself." The replies will match your style and will be source-grounded. In fact, the replies automatically get footnotes pointing to specific quotes in your raw transcripts.

This workflow may not save me time, but it helps me get started, or get unstuck. It helps me stop procrastinating and manage my emotions. I consider it assistive technology for ADHD.
rrherr
·vor 3 Monaten·discuss
> My current manager does not care about my personal growth or career goals whatsoever and he’s a bad manager for it. But he is good at delivering projects.

I've gone back and forth between Manager and IC. I'm the opposite: I don't care about delivering projects, but I do care about my team's personal growth and career goals.
rrherr
·vor 5 Monaten·discuss
> > The elephant in the room is that we’re all using AI to write but none of us wants to feel like we’re reading AI generated content.

Reminds me of a quote from St. Augustine's autobiography, "Confessions":

"I have known many men who wished to deceive, but none who wished to be deceived."
rrherr
·vor 5 Monaten·discuss
Yes, I've had great results with a similar workflow.

I record myself rambling out loud, and import the audio in NotebookLM.

Then I use this system prompt in NotebookLM chat:

> Write in my style, with my voice, in first person. Answer questions in my own words, using quotes from my recordings. You can combine multiple quotes. Edit the quotes for length and clarity. Fix speech disfluencies and remove fillers. Do not put quotation marks around the quotes. Do not use an ellipsis to indicate omitted words in quotes.

Then chat with "yourself." The replies will match your style and will be source-grounded. In fact, the replies automatically get footnotes pointing to specific quotes in your raw transcripts.

I also like brainstorming by generating Audio Overviews, Slide Decks, and Reports in NotebookLM. The Audio Overviews don't sound like AI writing. The Slide Decks and Reports do sound like AI writing, if you use the defaults, but you can use custom prompts.

This workflow may not save me time, but it helps me get started, or get unstuck. It helps me stop procrastinating and manage my emotions. I consider it assistive technology for ADHD.
rrherr
·vor 5 Monaten·discuss
The title is misleading. The message is really:

Stop using unlabeled icons in data tables.

It says, "Norman Nielson argues that text + icon has the highest cognitive recall and lowest error rate"

Here's what the Nielsen Norman Group says about Icon Usability: https://www.nngroup.com/articles/icon-usability/

The conclusion: "Always include a visible text label. As Bruce Tognazzini once said, 'a word is worth a thousand pictures.'"

Here's the quote in context: https://www.asktog.com/columns/038MacUITrends.html

"In 1985, after a year of finding that pretty but unlabeled icons confused customers, the Apple human interface group took on the motto 'A word is worth a thousand pictures.' This still holds true."
rrherr
·vor 7 Jahren·discuss
Chris Olah is first author on these papers in distill.pub:

- https://distill.pub/2018/building-blocks/ - https://distill.pub/2017/feature-visualization/ - https://distill.pub/2016/augmented-rnns/

He explains his personal mission, doing research distillation to reduce research debt, in this essay: https://distill.pub/2017/research-debt/