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What imitating an iconic robot reveals on vocal imitation in parrots&starlings

https://www.nature.com/articles/s41598-025-23444-7
1•bookofjoe•1m ago•0 comments

Carv: Whoop for Skiing

https://getcarv.com
1•danielfalbo•1m ago•0 comments

AI Slop Is Ruining Reddit for Everyone

https://www.wired.com/story/ai-slop-is-ruining-reddit-for-everyone/
1•thm•3m ago•0 comments

Robot Dog Billionaires Take Photos and Poop Them Out

https://petapixel.com/2025/12/05/beeple-robot-dogs-photos-elon-musk-mark-zuckerberg-miami-art-basel/
1•b0ner_t0ner•5m ago•0 comments

Every class I went to during the first week of fall

https://mitadmissions.org/blogs/entry/every-class-i-went-to-during-the-first-week-of-fall/
1•samuel246•12m ago•0 comments

Fast Median Filter over arbitrary datatypes

https://martianlantern.github.io/2025/09/median-filter-over-arbitrary-datatypes/
1•martianlantern•13m ago•0 comments

Artificial intelligence research has a slop problem

https://www.theguardian.com/technology/2025/dec/06/ai-research-papers
1•n1b0m•14m ago•1 comments

Another AI slop story: ChatGPT vs. Human

https://joshua.hu/ai-slop-story-nginx-leaking-dns-chatgpt
2•detaro•15m ago•1 comments

Show HN: Built an all-in-one feedback board for SaaS apps – Ship features

2•rahulbstomar•16m ago•2 comments

What if our ancestors didn't feel pain the way we do

https://www.theatlantic.com/magazine/2026/01/human-ancestors-emotion-history/684959/
1•HR01•17m ago•0 comments

Dependent Names with a Little Encouragement

https://consteval.ca/2025/09/27/dependent-names/
1•HeliumHydride•18m ago•0 comments

HTML as an Accessible Format for Papers

https://info.arxiv.org/about/accessible_HTML.html
3•el3ctron•22m ago•1 comments

AoCO 2025: Division

https://xania.org/202512/06-dividing-to-conquer
1•HeliumHydride•26m ago•0 comments

Carlo is no longer maintained

https://github.com/GoogleChromeLabs/carlo
2•keepamovin•26m ago•0 comments

Nemawashi: A Powerful, Forgotten Japanese Innovation and Change Management Tool

https://www.changebase.app/blog/nemawashi-japanese-change-management-tool
3•mooreds•27m ago•0 comments

A 2kb library that makes WebWorkers enjoyable

https://github.com/GoogleChromeLabs/comlink
2•keepamovin•28m ago•0 comments

Make images smaller using best-in-class codecs, right in the browser

https://github.com/GoogleChromeLabs/squoosh
1•keepamovin•29m ago•0 comments

Measuring AI impact like it's 1995

https://www.swarmia.com/blog/measuring-ai-impact-like-1995/
1•mooreds•30m ago•0 comments

Messy Crappy Art for the Win

https://pammoore.substack.com/p/messy-crappy-art-for-the-win
1•mooreds•32m ago•0 comments

The Traveling Salesperson Problem (Modernized)

https://github.com/norvig/pytudes/blob/main/ipynb/TSP.ipynb
1•vismit2000•32m ago•0 comments

Show HN: Tududi v0.87 – A self-hosted life OS: areas, projects, tasks, notes

https://tududi.com
1•cvicpp123•33m ago•0 comments

Drones to Diplomas: How Russia's Largest Private University Is Linked to a $25M

https://krebsonsecurity.com/2025/12/drones-to-diplomas-how-russias-largest-private-university-is-...
1•todsacerdoti•35m ago•0 comments

Web Performance Advent Calendar 2025 – 17th edition

https://calendar.perfplanet.com/2025/
1•vismit2000•40m ago•0 comments

Kidney Recipient Dies After Transplant from Organ Donor Who Had Rabies

https://www.nytimes.com/2025/12/06/health/rabies-death-skunk-kidney-transplant.html
8•quapster•41m ago•7 comments

Manage risk with drawdown, not hope

https://pyquantnews.substack.com/p/size-positions-by-drawdown-not-hope
1•strimp099•43m ago•0 comments

Decades-old study on common weed killer retracted

https://www.cbc.ca/news/health/glyphosate-retraction-9.7004363
12•geox•43m ago•2 comments

Ceremonial Bugle

https://ceremonialbugle.com/
1•mhb•50m ago•0 comments

Show HN: WebGPU back end for PyTorch sneak peek

https://github.com/jmaczan/torch-webgpu
3•yu3zhou4•54m ago•0 comments

What would someone like me do with a tiny modular synth? [pdf]

https://www.musicthing.co.uk/collateral/WhatWouldSomeoneLikeMeDoWithATinyModularSynth_book.pdf
1•mhb•55m ago•0 comments

Kernel Float: Unlocking Mixed-Precision GPU Programming

https://dl.acm.org/doi/pdf/10.1145/3779120
4•gpuhacker•55m ago•0 comments
Open in hackernews

Why "all-in-one" productivity tools confuse new users

12•suffei771•1h ago
I’ve been working on an all-in-one productivity model for a while — the idea is simple: instead of switching between email, calendar, tasks, and notes, everything happens in one unified action layer.

What surprised me wasn’t the technical challenge, but the user reactions.

Power users absolutely love it.

They immediately get the concept. They think in workflows, not apps. To them, “summarize this and turn it into an event” feels obvious and natural.

But new users often freeze.

Even though the interface is technically simpler, they ask things like:

“What category is this tool?”

“Where’s the starting point?”

“Is this replacing my email or my notes?”

“Why doesn’t it look like a normal productivity app?”

It made me realize something uncomfortable: the more integrated a tool becomes, the harder it is for people to form a mental model. And without a clear mental model, onboarding becomes a wall.

A few patterns keep repeating:

People rely heavily on familiar UI metaphors (tabs, inboxes, folders).

Removing those reduces complexity for some users but increases cognitive load for others.

New users want “features”; power users want “flows”.

Integration increases value but decreases clarity.

I’m curious if others have run into this: Have you built or used something that people love after trying it, but struggle to understand before trying it?

How did you communicate the value? Did metaphors help? Onboarding flows? Videos? Something else?

Happy to share more from my experiments — I’d love to hear your experiences too.

Comments

sloaken•23m ago
IMHO it is all part of the documentation to enable people to up ramp.

What is missing from most documentation is simple Use Case.

You need a video / tutorial that is JUST 'Wheres the starting point'

Then one addressing what you expect most people to do.

Each tutorial should be no more than 5 minutes, ideally 1 minute. (hmm sounds like breaking up your code into manageable parts)

Making it easy to find the tutorials is important.

If one tutorial needs another, then point to it. Do not just say "before you start make sure you understand quantum theory"

You know this is like the 'one man band' where the person is playing a dozen instruments. "I do not understand, you know how to read music, why don't you strap this on and perform?" Er I don't know how to play the xylophone.

Ok let me teach you each instrument.... then we can put it together. Here is the symbol, here is the harmonica, we will just integrate these 2.

Hope this helps.

CharlieDigital•15m ago

    > What is missing from most documentation is simple Use Case.
There's a lesson to be learned from Microsoft's success with SharePoint in the 2007-2013 time frame where they absolutely sold a ton of deals in various verticals for what is otherwise a super generic productivity platform comprised of docs, calendars, task lists, etc.

Microsoft's strategy was simple: have vertical specific SMEs, sales teams, and solution delivery teams that build solutions that addressed specific use cases for those industries. Life sciences, legal, manufacturing, you name it: Microsoft had a vertical specific team that understood the use cases in those verticals. Their sales teams configured vertical specific demos. They shipped vertical specific templates and configurations for those use cases.

I ended up in life sciences (pharmas, biotechs) by happenstance and we helped customers get SharePoint configured for use cases like operating clinical trials on SharePoint.

The underlying platform is incredibly generic, but having your sales people speak the domain space and pre-configured solutions (or solution delivery partners) made it more palatable.

I think most companies that are building these kind of tools need an "on-ramp" that is industry or use-case specific designed with SMEs or customer observations for those use cases.

brennanpeterson•5m ago
I wonder if that is why it worked as opposed to why it sold. At least, as one of the users in that time it seems to me that the itch was the document repository with some features, and the rest was fluff for purchasing to sign off on.

All the calendar, task, website stuff ended up dying away, because what we really needed was a good document management system, with optionally some simple signoff loops and notifications.

That was great. Yes, it was just unix like tools with a window. That is the craigslist of os improvements.

It really was the use case, but the simple one. I saw plenty of power users try to do complex and ultimately fragile uses that died away.

In the case of this user, I love the idea of turning an email to an action, but I also need to add that to my action board and assign it, and check people time, at which point the simple action only makes sense for individuals, not teams or orgs. and I need to add a couple missing actions, and summarize. So suddenly the all in one is a marginally useful tool that is also a straightjacket. And then I go back to outlook and jira and excel and trelli or whatever.

CharlieDigital•1m ago

    > All the calendar, task, website stuff ended up dying away, because what we really needed was a...
That's part of my point: the sales strategy was brilliant. Whether or not SharePoint's built in calendar or Project Server integration made sense is almost secondary; they understood how to sell it.
nononeofthat•15m ago
I'm personally not a fan of these "super" apps that lock you into vertical silos. I noticed that Google Chrome on Windows dropped the ability to share a link via an external email program, preferring you to use GMail. Microsoft Edge is the same - wants you to log into your Microsoft account. Separating apps by function is freedom.
mrweasel•10m ago
As a user, yes, and a developer no.

If it helps: As a user I don't want an onboarding process, I want to be able to start with the features I need. The I can later migrate more and more stuff into your app. If it's an all or nothing deal, then it's to much work to get started.

I think this is also why we see people jump on "simply solution for X", then X grows and users adopt the new features in slow progression. At some point it become to much for new users, and they start searching for "simply solution for X" and the cycle restarts.

GMoromisato•4m ago
I think the key is the mental model, as you said.

One danger is trying to reduce multiple different concepts to a single concept. For example, instead of thinking about an email, a task, and a calendar entry as separate things, we could just have a generic concept like an "entity" which has attributes like a time/date or a list of people or a body of text.

Programmers love that kind of abstraction. We love having a few simple pieces that we can combine in various ways to get what we want. That is literally what we do when we program.

Normal people, though, hate that. Instead of giving them a tool to get their job done, we've given them a puzzle. They need to figure out how to combine the pieces. And what's obvious to us, is absolutely not obvious to them.

I haven't seen your UX, so I don't know if this is an issue, but I would focus on the mental model. As a user, what do I need to know to start using the tool? If that's more than a single sentence (to start) then you're in trouble.

I'm always happy to brainstorm with people. Hit me up if you want to chat sometime.