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Why AI Doesn't Think: We Need to Stop Calling It "Cognition"

https://docs.google.com/document/d/1FHUgpRTtL23cUygPhAh7xasccfKpX0T2ZGdlcsEr-4U/edit?usp=sharing
1•m_Anachronism•54s ago•0 comments

Gemini Introduces Personal Intelligence

https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/
1•gmays•3m ago•0 comments

Forecats

https://secondthoughts.my/posts/projects/forecats/
1•unsnap_biceps•11m ago•0 comments

Anthropic's Claude Code and the rise of autonomous coding tools

https://www.wsj.com/tech/ai/anthropic-claude-code-ai-7a46460e
1•julienchastang•12m ago•0 comments

Tell HN: YouTube disabled advanced subtitling, and is stripping it from old vids

2•mister_mort•12m ago•0 comments

I created an MCP that lets AI debug runtime code (breakpoints, stepping, etc.)

https://github.com/ai-debugger-inc/aidb
1•jefflester•17m ago•1 comments

Batmobile: 10-20x Faster CUDA Kernels for Equivariant Graph Neural Networks

https://elliotarledge.com/blog/batmobile
1•ipnon•19m ago•0 comments

OPDS – an open syndication standard for electronic documents

https://en.wikipedia.org/wiki/Open_Publication_Distribution_System
1•Curiositry•26m ago•0 comments

Using OpenRouter with the Anthropic Agent SDK

https://openrouter.ai/docs/guides/community/anthropic-agent-sdk
2•arbayi•27m ago•0 comments

Google Now Defaults to Not Indexing Your Content (2024)

https://www.vincentschmalbach.com/google-now-defaults-to-not-indexing-your-content/
1•AznHisoka•27m ago•1 comments

Serpl – a pleasant TUI for regex and fixed-string search and replace

https://github.com/yassinebridi/serpl
2•Curiositry•31m ago•0 comments

Show HN: App to spoof GPS location on iOS without jailbreaking

https://github.com/acheong08/ios-location-spoofer
4•acheong08•38m ago•1 comments

Fish Shell

https://fishshell.com/
6•RyanShook•42m ago•3 comments

Ask HN: How do you catch silent logic bugs that don't crash?

1•vortexshadow•43m ago•0 comments

Examplefile – Sample Document File Formats

https://www.examplefile.com/document
1•petethomas•50m ago•0 comments

Show HN: DefendFlow Domain Security Board – live scans of popular sites

1•riyao_lin•53m ago•0 comments

Show HN: Headroom (OSS): Cuts LLM costs by 85%

https://github.com/chopratejas/headroom
1•chopratejas•54m ago•1 comments

Breaking the Linearity Barrier: Recursive Swarms for Long-Horizon AI Engineering

https://www.blankline.org/research/horizon-mode
1•satvikpendem•56m ago•0 comments

Data Activation Thoughts

https://galsapir.github.io/sparse-thoughts/2026/01/17/data_activation/
1•galsapir•59m ago•0 comments

Show HN: My way – 18-agent autonomous workflow for ClaudeCode – issues to deploy

https://github.com/avifenesh/awesome-slash
2•anotherCodder•1h ago•0 comments

The life of a playboy publisher who shaped 20th-century literature

https://www.washingtonpost.com/books/2026/01/09/bennett-cerf-biography-nothing-random-feldman-boo...
3•benbreen•1h ago•0 comments

Revisiting Brat Summer: Artists, politicians, and the summer of 2024

https://thelastwave.substack.com/p/revisiting-brat-summer
2•johanam•1h ago•0 comments

Build Your Own AI Coding Agent (Full Guide) [video]

https://www.youtube.com/watch?v=3GjE_YAs03s
2•kburman•1h ago•0 comments

Umarell – men of retirement age who spend their time watching construction sites

https://en.wikipedia.org/wiki/Umarell
5•gurjeet•1h ago•1 comments

The SaaS Selloff: AI and Interest Rates

https://davefriedman.substack.com/p/the-saas-selloff-ai-and-interest
4•stosssik•1h ago•0 comments

BioNeMo Platform Accelerate AI-Driven Drug Discovery

https://nvidianews.nvidia.com/news/nvidia-bionemo-platform-adopted-by-life-sciences-leaders-to-ac...
1•gmays•1h ago•0 comments

How do I stop participating?

https://geohot.github.io//blog/jekyll/update/2026/01/18/how-do-i-stop.html
18•JuanJohnJames•1h ago•2 comments

AI Sandbox for Claude Code CLI with Node and Python SDKs

https://sandbox.stateset.app
2•domsteil•1h ago•0 comments

You Need More AWS Accounts Than You Think

https://cloudposse.com/blog/you-need-more-aws-accounts-than-you-think
4•mooreds•1h ago•4 comments

Show HN: Gollem – Go framework for agentic AI app with MCP and built-in tools

https://github.com/m-mizutani/gollem
1•masa00•1h ago•0 comments
Open in hackernews

If you put Apple icons in reverse it looks like someone getting good at design

https://www.threads.com/@heliographe.studio/post/DTeOwAykwQ1
114•lateforwork•2h ago

Comments

hahahahhaah•1h ago
Not really. Last 3 are too busy for icons. They are like clipart.
lateforwork•44m ago
The first 3 are just awful.
cj•41m ago
I personally find uninspired boring icons way easier to visually scan than a collection of unique illustrated icons.

But I agree they don’t look pretty.

CooCooCaCha•30m ago
It's utility vs soul.
notaustinpowers•56m ago
I get what they're trying to say, but I don't think a 14yo with their first Mac is going to know what an inkwell represents. Let alone what an inkwell is.
eviks•47m ago
What kind of knowledge does a 14you have to parse the two sticks in the first icon easier vs. remembering some school trivia?
gumby271•41m ago
I have no idea what app this is an icon for, but from the ones in the middle I have to assume it's Apple's version of Word? I'll agree that the inkwell one is dated and doesn't work well now, but how on earth is a pencil + line conveying anything useful?
duskwuff•34m ago
> from the ones in the middle I have to assume it's Apple's version of Word?

Correct. Word : Excel : Powerpoint :: Pages : Numbers : Keynote.

gumby271•24m ago
Ah thanks, Numbers is the only one I know since it sometimes still shows up instead of Excel.
II2II•19m ago
Pages, which is a word processor. I could only figure that out from the 5th and 6th icons, which are breaking the cardinal rule about having text in the icon.

Personally, I wouldn't be able to figure out what the first three icons are for without the context of the other icons. The first two icons are meaningless. The third icon vaugly represents a pen drawing a line, which would lead me to think it is a drawing program. The fourth program would allow me to identify it as word processor, and is my favourite. The rest are identifiable as well.

Microsoft office isn't much better but at least there were consistent elements between versions to make them easier to identify for experienced users who are upgrading. I couldn't say the same for Apple's icons. LibreOffice's icons make it easier to identify each program, even if they aren't the prettiest.

gumby271•11m ago
Microsoft's icons (until their most recent Liquid Glass redesign) were probably the best attempt at abstract but still useful to a new user. The Excel icon looked like a grid, Word had lines, PowerPoint a pie chart. They're not perfect, but it's interesting to see the new ones that have just less detailed and are a little more blobby, or melted.
danpalmer•49m ago
It looks like someone getting good at illustration. Older icons are far better illustrations. However icon design is not just about illustration, it's about clarity and affordances. Icons don't exist in isolation like an illustration, they exist alongside the rest of the UX and other app icons, and being recognisable is important.

All that to say, the sweet pot was likely somewhere in the middle of this timeline. The earliest icons aren't recognisable enough as they're too illustrative. The later icons aren't recognisable enough because they're too basic. The middle are pretty, clear from colour, clear from shape, well branded.

christophilus•38m ago
I agree. The middle one seems to be the best combination of clarity and simplicity.
temporallobe•17m ago
I spent half a year designing and creating 200+ icons for a custom geospatial mapping app. I really enjoyed the work but it was grueling and tedious, especially the design part. Too many people had too many different opinions on which symbols meant what, which styles clearly conveyed ideas without being too detailed, and many other things that kept wasting my time and causing a lot of rework and inconsistencies. It was literally just me doing the work, so I stopped trying to get consensus and took a few weeks to redesign the entire set and even used color science to inform my design decisions. I created the entire set without external input, then presented it. Sure there was some tweaking here and there, but I believe it turned about to be great and no one really complained in the end. The most important part was that end-users were happy. I used Inkscape and developed a set of scripts to automate the build and had everything in a very organized Git repo.
Jabrov•41m ago
That’s your opinion
kuon•39m ago
I'm sure design theory says the new ones are better, but the very first one was much clearer for users. Also on the phone I could say "click on the ink with the pen".
gumby271•27m ago
I like how the new icon forces you to do product placement for Apple devices just to explain it. Tap the icon with the Apple Pencil and rectangle. Just don't convey it using color, that's now completely unpredictable.
tern•18m ago
There is no such "design theory," only schools of design
adastra22•9m ago
I wish this was better understood.
EGreg•8m ago
I remember growing up with Apple computers, even the black-and-white Macs were easier to understand than today's nonsense, with its "liquid glass" and hidden modes like scrollbars that suddenly appear.

Kid Pix was for kids. Kids could understand it. Easily.

Macs were easy to use and understand. What happened? Steve Jobs passed away, that's what happened... and everyone stepped up to "make their mark", first of all Jony Ive.

taneq•35m ago
Icon design is actually really interesting because good icons are an attractor in a phase space defined by the expectations of the users of those icons. An icon doesn’t need to look like the action it represents. It needs to evoke the concept of the action when the user sees it. So in a perfect world the icon evolves towards the user’s expectation while the user learns their expectation based on the icon.
gumby271•29m ago
For instance an icon with a pointy stick over top of a horizontal rectangle with a gradient applied conveys a tool for doing document and page layout. Got it.
calf•23m ago
Is that what they learn at Symbolics Systems.
II2II•9m ago
I would argue that only makes sense if there is some consistency in the icon through time. There were four major changes in representation in the icons, and the change in contrast/colour between the first and second icons is sufficient to suggest a fifth representation in my mind.
jxdxbx•34m ago
Icons should not be a uniform shape.
gumby271•32m ago
Man I fucking hate this trend in icon design where they've both become so insanely basic and also tried to be "consistent" with all the icons to the point of being useless. Google started this a while back with their app icons on Android, where they all have some basic shape and the Google colors and it still sucks trying to find the right one. The horrendous icon theming users are able to do only makes it worse, reducing them to two-color versions.

Microsoft did this okay until their recent liquid glass redesign, which just went further into colored blob territory.

The worst are the icons that rely on the user using a previous version of the app to understand the very abstract version of the icon used today. See: https://mastodon.social/@BasicAppleGuy/115072885331562510

CooCooCaCha•30m ago
I understand some people like skeuomorphism and that's fine. But I've noticed a certain arrogance skeuomorphism fans tend to have as if it's THE right way to design and everyone else is wrong.
CamperBob2•22m ago
In the skeuomorphic era, people said, "This $object looks dumb."

In the post-skeuomorphic era, people said, "I have no idea what this is, what it does, or what it means."

Which is a better way to fail?

Pannoniae•22m ago
Because it is literally the best way to design and everyone else is wrong. Look at actual HCI studies. There's exactly zero arguments for any kind of flat or minimalistic design outside of art, or if you want to make a statement.

The only reason it's used that it's cheaper and faster to make, is perfectly soulless not to make anyone upset, and it's trendy.

kace91•14m ago
You’re kinda proving the parent’s point.

>There's exactly zero arguments for any kind of flat or minimalistic design outside of art

Here’s one: helping the interface stay out of the way, removing clutter so the actual content of the app takes focus instead.

I can tell you it works because with the new Glass stuff everything is begging for attention again, and I hate it.

And just to be clear, I’m not voting for design overflattened to the point one can’t tell icons apart. For me, around 4 in the diagram is the ideal middle point.

adastra22•7m ago
What’s he’s saying (behind too many opinions) is that actual HCI studies collected in something resembling a scientific manner show very clearly that skeuomorphic work better, for many clearly defined metrics of better.
gumby271•18m ago
Given the choice between "These icons look a bit garish in a subjective sense" and "what abstract art piece describes the Pages app" I'd rather have the one that's still useful. One benefit of skeuomorphism was the level of detail, that's fully been abandoned along with the affordances that brought.
jmpeax•22m ago
Future icon will just be this: ∠
gumby271•17m ago
Slap a gradient on that bad boy and collect your Apple paycheck buddy!
BanAntiVaxxers•20m ago
It seems like user interfaces should be decoupled from functionality of applications. Someone should be able to freeze their user interface in time if they wish.
paulcole•7m ago
> Someone should be able to freeze their user interface in time if they wish.

Why?

hackshack•16m ago
Between this, and icon-only toolbars and ribbons, I think we're reinventing Chinese, badly. Ideographic characters can often convey meaning succinctly.

My vote is to either go back to picture icons, or use Chinese characters with localized pronunciation, so 車 or 车 is car, and so on.

adastra22•10m ago
Chinese is not in any way ideographic unless you are already partially literate.
compounding_it•9m ago
My sister is switching to macOS and she won’t be able to tell this is a word app. She won’t be able to notice it with the ink bottle either. These represent the pen when ideally they should represent the document which is what the word app does. I have to admit Microsoft office apps actually have / have had sensible icons.
SecretDreams•7m ago
But why threads?
toast0•5m ago
It's been so long since I used a mac that I don't recognize any of these icons (or maybe it's a iPad thing?)

What app is it even for? The middle one looks like writing something. The left ones look like drawing a line or testing/calibrating a stylus? The inkpot? I don't even. And the two on the middle right look like desktop publishing?

rovr138•4m ago
Pages is Apple's word processing program.