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OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
632•klaussilveira•13h ago•187 comments

Start all of your commands with a comma

https://rhodesmill.org/brandon/2009/commands-with-comma/
20•theblazehen•2d ago•2 comments

The Waymo World Model

https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simula...
930•xnx•18h ago•548 comments

What Is Ruliology?

https://writings.stephenwolfram.com/2026/01/what-is-ruliology/
34•helloplanets•4d ago•26 comments

How we made geo joins 400× faster with H3 indexes

https://floedb.ai/blog/how-we-made-geo-joins-400-faster-with-h3-indexes
110•matheusalmeida•1d ago•28 comments

Unseen Footage of Atari Battlezone Arcade Cabinet Production

https://arcadeblogger.com/2026/02/02/unseen-footage-of-atari-battlezone-cabinet-production/
43•videotopia•4d ago•1 comments

Jeffrey Snover: "Welcome to the Room"

https://www.jsnover.com/blog/2026/02/01/welcome-to-the-room/
10•kaonwarb•3d ago•10 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
222•isitcontent•13h ago•25 comments

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://github.com/pydantic/monty
213•dmpetrov•13h ago•103 comments

Show HN: I spent 4 years building a UI design tool with only the features I use

https://vecti.com
323•vecti•15h ago•142 comments

Sheldon Brown's Bicycle Technical Info

https://www.sheldonbrown.com/
372•ostacke•19h ago•94 comments

Microsoft open-sources LiteBox, a security-focused library OS

https://github.com/microsoft/litebox
359•aktau•19h ago•181 comments

Hackers (1995) Animated Experience

https://hackers-1995.vercel.app/
478•todsacerdoti•21h ago•234 comments

Show HN: If you lose your memory, how to regain access to your computer?

https://eljojo.github.io/rememory/
275•eljojo•15h ago•164 comments

An Update on Heroku

https://www.heroku.com/blog/an-update-on-heroku/
404•lstoll•19h ago•273 comments

Dark Alley Mathematics

https://blog.szczepan.org/blog/three-points/
85•quibono•4d ago•21 comments

Delimited Continuations vs. Lwt for Threads

https://mirageos.org/blog/delimcc-vs-lwt
25•romes•4d ago•3 comments

PC Floppy Copy Protection: Vault Prolok

https://martypc.blogspot.com/2024/09/pc-floppy-copy-protection-vault-prolok.html
56•kmm•5d ago•3 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
16•jesperordrup•3h ago•9 comments

How to effectively write quality code with AI

https://heidenstedt.org/posts/2026/how-to-effectively-write-quality-code-with-ai/
245•i5heu•16h ago•189 comments

Was Benoit Mandelbrot a hedgehog or a fox?

https://arxiv.org/abs/2602.01122
13•bikenaga•3d ago•2 comments

Introducing the Developer Knowledge API and MCP Server

https://developers.googleblog.com/introducing-the-developer-knowledge-api-and-mcp-server/
54•gfortaine•10h ago•22 comments

I spent 5 years in DevOps – Solutions engineering gave me what I was missing

https://infisical.com/blog/devops-to-solutions-engineering
141•vmatsiiako•18h ago•64 comments

Understanding Neural Network, Visually

https://visualrambling.space/neural-network/
281•surprisetalk•3d ago•37 comments

I now assume that all ads on Apple news are scams

https://kirkville.com/i-now-assume-that-all-ads-on-apple-news-are-scams/
1060•cdrnsf•22h ago•436 comments

Why I Joined OpenAI

https://www.brendangregg.com/blog/2026-02-07/why-i-joined-openai.html
133•SerCe•9h ago•119 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
177•limoce•3d ago•96 comments

Show HN: R3forth, a ColorForth-inspired language with a tiny VM

https://github.com/phreda4/r3
70•phreda4•12h ago•14 comments

Female Asian Elephant Calf Born at the Smithsonian National Zoo

https://www.si.edu/newsdesk/releases/female-asian-elephant-calf-born-smithsonians-national-zoo-an...
28•gmays•8h ago•11 comments

FORTH? Really!?

https://rescrv.net/w/2026/02/06/associative
63•rescrv•20h ago•23 comments
Open in hackernews

ChatGPT Launches 'Company Knowledge'

https://openai.com/index/introducing-company-knowledge/
41•jmehman•3mo ago

Comments

ares623•3mo ago
Blood for the blood god
cherryteastain•3mo ago
Tokens for the token throne?
blitzar•3mo ago
https://forecaster.biz/openai-tokens-award/

They do offer youtube plaques for sacrificing to the token god. I want the trillion token plaque for my downstairs bathroom.

noduerme•3mo ago
nice to glance at while you read Harry Potter for the 400,000th time
blitzar•3mo ago
thats the emergency toilet paper
sph•3mo ago
s/Hacker News/OpenAI News/g

Are they pushing multiple announcements per day to take the stock market to greater heights? 6 announcements this week alone: https://openai.com/news/

pezgrande•3mo ago
More like Anthropic and OpenAI are in a competition to see who can release the most pointless products in the shortest amount of time.
amarcheschi•3mo ago
At this point it was still more entertaining to read people here panicking about agi and the end of the world, now it's just boring announcements
blitzar•3mo ago
We are going to cure cancer and ... world peace by the end of the year turned into 31 flavours of gibli.
SirFatty•3mo ago
Which is probably a distraction.
red-iron-pine•3mo ago
from a bubble trying its hardest to burst
aleph_minus_one•3mo ago
> More like Anthropic and OpenAI are in a competition to see who can release the most pointless products in the shortest amount of time.

If the products were at least point-free [1] instead of pointless. :-)

(sorry for the nerdy pun)

[1] https://en.wikipedia.org/wiki/Tacit_programming

sebazzz•3mo ago
This feature is actually useful and M365 Copilot Enterprise already has this for a while. It is actually quite useful because it basically has access to all public (“public” as in: accessible to any employee) information in a company - on Sharepoint - plus your own mailbox. It helps finding information I otherwise couldn’t have found easily with the company-wide search functionality.
KeplerBoy•3mo ago
They are not even publicly traded.
ares623•3mo ago
With incestuous deals going on, they might as well be.

One weird trick to get out of their non profit state.

lukax•3mo ago
> It’s powered by a version of GPT‑5 that’s trained to look across multiple sources to give more comprehensive and accurate answers.

So another GPT-5 fine-tune. Codex also uses a custom GPT-5 fine-tune.

Does fine-tuning make sense now? Or do you have to be OpenAI to fine-tune the models with a mix of existing data and new behaviours?

SilverSlash•3mo ago
Should we assume "GPT-5" still just means the LLM? It could mean 'GPT-5 the system' which means the model has RAG, tools to use it, and maybe fine-tuned to call those tools.
Leynos•3mo ago
I think that you have to be OpenAI (or X, Google or Anthropic) to be able to fine tune models of this scale through reinforcement learning at present.

Look at Tinker for an example of where things might be heading though (https://tinker-docs.thinkingmachines.ai/)

At present though, I get the sense that reinforcement learning at scale is the current battleground (and has been for most of 2025). But we also see over time, the general models adopt the skills taught to the specialized models. Look at how the learning that made codex-1 went into GPT5.

blitzar•3mo ago
> To get started, tap “Company knowledge” under the message composer. When using it for the first time, you’ll need to connect your work apps.

I hope it isnt "enabled by default" otherwise people will be fired on the spot for doing this.

andy_ppp•3mo ago
This is a fishing expedition for even more data... I don't know if you want everything people connect to this available for people to use LLMs to surface.
V__•3mo ago
Quick, let's ship another feature before the market realizes it's an ai bubble..
incoming1211•3mo ago
ai isn't a bubble.
tehmillhouse•3mo ago
I wish my forehead had more headroom for the amount of travel my right eyebrow needs to accommodate this statement.
dist-epoch•3mo ago
There is a bubble all-right, in token usage. All big providers show exponential increase in token usage month over month.

Despite continuous optimization and data center buildup, I frequently encounter "model is overloaded" errors.

rvz•3mo ago
The parent comment is an indicator that we are in a AI bubble.
consp•3mo ago
Looks a lot like web2.0 though.
azangru•3mo ago
Haven't we already gone through web3.0?
ImNotSponsored•3mo ago
Chorus of totally unsponsored ~~shill~~ ~~advocate~~ enthusiast posts calling this THE NEXT BIG THING inbound in 5...
blitzar•3mo ago
My startup is working on a similar problem ... inbound in 5 ...
cantor_S_drug•3mo ago
Already exists.

https://www.glean.com/

blitzar•3mo ago
You get all the upvotes I have to give if your photo is on that leadership page
KeplerBoy•3mo ago
There are hundreds of those startups. Ever since ChatGPT was released people started to think about what to put in the context. Since finetuning frontier models is out of the question, this is the only thing you can feasibly do.
cantor_S_drug•3mo ago
Glean was working in this space since 2019, before chatgpt moment.
KeplerBoy•3mo ago
Today it looks like yet another wrapper.
jillesvangurp•3mo ago
It's more like a chorus of skeptics, nay-sayers, Luddites, conspiracy nuts, doomsday predictors, arm-chair philosophers, self-proclaimed experts, etc. mixed with all of AI fan boys. The signal to noise ratio in these threads is pretty terrible these days. It's just a lot of people shouting their opinion blindly to fuel their own vanity and egos. And then you get meta discussions like this as well.

Objectively, this OpenAI press release is announcing something that I might actually spend company money on. Finding out about such things is why I read HN. A lot of my AI chats are about copy pasting bits of information into a chat just to create enough of a context so that I can get some meaningful answer. The whole groundhog day of "who are you and what are you trying to do" is very frustrating. Anything addressing that is probably useful to me. And this sounds exactly like it would help me.

OpenAI is big enough and this announcement interesting enough that it probably warrants being on the front page more than whatever opinionated brainfart of some self proclaimed AI expert (positive / negative) competing for the same space there. There's a lot of drivel getting upvoted lately that probably could be labeled as "opinionated drivel" and unceremoniously and aggressively filtered by our dearly beloved HN moderators and editors. But this isn't one of those things IMHO. And in fairness, there just is a lot of substantial day to day news as well.

hansmayer•3mo ago
And in the next episode of "Pointlessly Searching For The Killer App"....
dist-epoch•3mo ago
They already have The Killer App - ChatGPT
noduerme•3mo ago
Time will tell if it's a killer app. In the interim they seem to still be searching for a market.
dist-epoch•3mo ago
> Wow. ChatGPT's 1-month product retention curve (US only data surveyed across 28mn people). From <60% 2yrs ago to 90%. The most irresistible product ever created in the history of tech.

https://x.com/rohanpaul_ai/status/1981091579340419524

noduerme•3mo ago
Not an audience, a market. Customers who actually pay.
netdevphoenix•3mo ago
Not looking for them if their killer app is suffering from slowed growth
aleph_minus_one•3mo ago
AI boyfriends/girlfriends are a serious thing (and when GPT-5 was released, people were complaining that this AI is much worse suited for this purpose). If you combine it with realistic human-size puppets, this might get big.
hansmayer•3mo ago
Porn is always a safe bet, and I'd give them thumbs up if the crap finally disappears from the public space and we can go back to doing the actually innovative stuff.
noduerme•3mo ago
Definitely. AI sex puppets would kill online porn faster than Betamax killed the XXX movie theater.
hansmayer•3mo ago
So actually I did not care about online porn. Was referring to actually the whole non-innovation of generative AI finally finding its niche in the very profitable sex-market and disappearing from other domains.
noduerme•3mo ago
Ah, yes I understand. But wouldn't it be great if AI and online porn disappeared from the public domain together?
hansmayer•3mo ago
I am not sure - online porn satisfies a market demand, and it's not like it is absolutely everywhere - you have to deliberately search for it. The so-called AI is omnipresent, but its not clear what actual problem it is solving, unless we count helping the Joe Bullshit in performing his bullshit job.
sph•3mo ago
The problem with porn is post-nut clarity. No one will choose to pay AI companies $x/month if users regret their purchase after releasing their pent-up energy.
aleph_minus_one•3mo ago
> The problem with porn is post-nut clarity. No one will choose to pay AI companies $x/month if users regret their purchase after releasing their pent-up energy[.]

In a brothel (a market that AI-powered sex dolls might partly disrupt), customers don't get their money back if they regret their "purchase" after releasing their pent-up energy.

sph•3mo ago
> In a brothel (a market that AI-powered sex dolls might partly disrupt)

Would it disrupt the brothel? I'm inexperienced in the field, but I'm pretty sure in a proper establishment I'd rather go with a real human rather than an AI-powered sex doll, no matter the cost.

But what do I know, human sexuality is very diverse.

red-iron-pine•3mo ago
in a brothel they actually mate with human beings -- completing the actual act, even if mechanical and compensated.

chatbots will never do that. it's like eating an image of bread vs. eating stale bread -- yeah it's not the good, ideal fresh bread, but it's actual bread.

netsharc•3mo ago
But how do people ignore that it's a machine simulating having feelings for you? Is it like the steak in The Matrix?

I played with Sony's Aibo robot dog once, if you hold out your hand in front of it, it can pretend to eat off your hand. After a few tries, it did so, and I thought "How cute!". Then I realized it was just image recognition and logic that instructed some actuators to do certain things..

Perhaps VR goggles and AI that analyses the video and activates the actuators and pumps in sync with whatever is happening in the video would also work.. or oh, geez, why not realtime generated videos?

hansmayer•3mo ago
Visit /r/chatgpt and see for yourself how quickly the masses got attached to the "emotional" ChatGPT 4o...
shanehoban•3mo ago
Claude memory was posted 16 hours before this, kinda crazy how fast they churn this stuff out
empiko•3mo ago
They raised billions of dollars, and they're obviously spending it to develop just about anything they can think of. What's rather concerning for them is that the core AI seems to have pretty much stagnated by now.
ares623•3mo ago
> OpenAI never trains on your data by default.

Are embeddings used for RAG considered company data (presumably calculated by OpenAI), or OpenAI’s?

(I don’t know if that’s how RAG actually works)

ben_w•3mo ago
> (I don’t know if that’s how RAG actually works)

As I understand it, strictly speaking RAG is broader than what you describe, but in practice you're correct for most implementations: https://en.wikipedia.org/wiki/Retrieval-augmented_generation...

ares623•3mo ago
Are embeddings usable for training then? It should be right since that’s what an LLM “sees” anyway. I wonder if that’s what’s going on behind the scenes.
arnvald•3mo ago
This is actually an interesting space, and I think there's a room for such products. Large companies struggle a lot with their knowledge bases, and discoverability is part of the problem (especially when using multiple tools: Confluence, Docs, Chat app, etc.)

The problem here is that there are companies that focus on this area and keep improving their products, while for OpenAI it's one of dozens of tools they launch, so it's hard to believe they'll keep dedicating adequate resources to make this a mature tool that's worth the investment (in form of time and money) for the clients

tirumaraiselvan•3mo ago
Now we know why OpenAI told its investors to avoid Glean[1]

[1]: https://www.reuters.com/technology/openai-tells-investor-not...

SilverSlash•3mo ago
Off topic but does anyone know what exactly Sutskever's SSI (mentioned in the article and with a valuation of $32B...) is up to? They have released... well... absolutely nothing in the year+ of existence.
isodev•3mo ago
No, no, no..., make it stop before it lays eggs.
cladopa•3mo ago
This is a great way to spy on all your company data and give it freely to three letter agencies.

Marxist politicians in companies like France or Spain will demand access to it just like with private messengers for fighting tax fraud, child abuse or whatever pretext they can manufacture to get access to this succulent information they can privately manipulate for making themselves rich, destroying the opposition...

Power concentration is very dangerous. Absolute power corrupts.

arkensaw•3mo ago
I can see how this would be useful. It's sort of like an auto RAG right?
nprateem•3mo ago
Lots of people missing the importance of this. This is a critical piece for a clearly larger play that will challenge many startups when combined with agents + just a few more key features (which I won't go into since I'm not consulting for them).
theshrike79•3mo ago
They still don't have any scoping for the connectors.

There's ZERO way our legal team will let us connect ChatGPT to Google Drive for example. ALL of our GDrive.

Specific directories, sure. But there's no way to do it.

red-iron-pine•3mo ago
mirror those directories to a different namespace or location

let GPT drink it up

obliterate the new namespace until you need to train it again; wash, rinse, repeat

theshrike79•3mo ago
Now do this for 300+ employees constantly. It's not sustainable.

We need scoped MCPs before any of this is viable.

The receiving end needs a setting that "user X's ChatGPT MCP can access directories [x,y,z] in Google Drive. This wouldn't require any changes to the MCP protocol in general.

OR the whole spec must be changed so that when an MCP is connecting, there is a negotiation about the scope (select which directories are shared) AND that list is checked on the receiving end against a whitelist of allowed directories.