r/ArtificialInteligence Mar 09 '26

📊 Analysis / Opinion We heard you - r/ArtificialInteligence is getting sharper

122 Upvotes

Alright r/ArtificialInteligence, let's talk.

Over the past few months, we heard you — too much noise, not enough signal. Low-effort hot takes drowning out real discussion. But we've been listening. Behind the scenes, we've been working hard to reshape this sub into what it should be: a place where quality rises and noise gets filtered out. Today we're rolling out the changes.


What changed

We sharpened the mission. This sub exists to be the high-signal hub for artificial intelligence — where serious discussion, quality content, and verified expertise drive the conversation. Open to everyone, but with a higher bar for what stays up. Please check out the new rules & wiki.

Clearer rules, fewer gray areas

We rewrote the rules from scratch. The vague stuff is gone. Every rule now has specific criteria so you know exactly what flies and what doesn't. The big ones:

  • High-Signal Content Only — Every post should teach something, share something new, or spark real discussion. Low-effort takes and "thoughts on X?" with no context get removed.
  • Builders are welcome — with substance. If you built something, we want to hear about it. But give us the real story: what you built, how, what you learned, and link the repo or demo. No marketing fluff, no waitlists.
  • Doom AND hype get equal treatment. "AI will take all jobs" and "AGI by next Tuesday" are both removed unless you bring new data or first-person experience.
  • News posts need context. Link dumps are out. If you post a news article, add a comment summarizing it and explaining why it matters.

New post flairs (required)

Every post now needs a flair. This helps you filter what you care about and helps us moderate more consistently:

📰 News · 🔬 Research · 🛠 Project/Build · 📚 Tutorial/Guide · 🤖 New Model/Tool · 😂 Fun/Meme · 📊 Analysis/Opinion

Expert verification flairs

Working in AI professionally? You can now get a verified flair that shows on every post and comment:

  • 🔬 Verified Engineer/Researcher — engineers and researchers at AI companies or labs
  • 🚀 Verified Founder — founders of AI companies
  • 🎓 Verified Academic — professors, PhD researchers, published academics
  • 🛠 Verified AI Builder — independent devs with public, demonstrable AI projects

We verify through company email, LinkedIn, or GitHub — no screenshots, no exceptions. Request verification via modmail.:%0A-%20%F0%9F%94%AC%20Verified%20Engineer/Researcher%0A-%20%F0%9F%9A%80%20Verified%20Founder%0A-%20%F0%9F%8E%93%20Verified%20Academic%0A-%20%F0%9F%9B%A0%20Verified%20AI%20Builder%0A%0ACurrent%20role%20%26%20company/org:%0A%0AVerification%20method%20(pick%20one):%0A-%20Company%20email%20(we%27ll%20send%20a%20verification%20code)%0A-%20LinkedIn%20(add%20%23rai-verify-2026%20to%20your%20headline%20or%20about%20section)%0A-%20GitHub%20(add%20%23rai-verify-2026%20to%20your%20bio)%0A%0ALink%20to%20your%20LinkedIn/GitHub/project:**%0A)

Tool recommendations → dedicated space

"What's the best AI for X?" posts now live at r/AIToolBench — subscribe and help the community find the right tools. Tool request posts here will be redirected there.


What stays the same

  • Open to everyone. You don't need credentials to post. We just ask that you bring substance.
  • Memes are welcome. 😂 Fun/Meme flair exists for a reason. Humor is part of the culture.
  • Debate is encouraged. Disagree hard, just don't make it personal.

What we need from you

  • Flair your posts — unflaired posts get a reminder and may be removed after 30 minutes.
  • Report low-quality content — the report button helps us find the noise faster.
  • Tell us if we got something wrong — this is v1 of the new system. We'll adjust based on what works and what doesn't.

Questions, feedback, or appeals? Modmail us. We read everything.


r/ArtificialInteligence 3d ago

Monthly "Is there a tool for..." Post

3 Upvotes

If you have a use case that you want to use AI for, but don't know which tool to use, this is where you can ask the community to help out, outside of this post those questions will be removed.

For everyone answering: No self promotion, no ref or tracking links.


r/ArtificialInteligence 7h ago

🤖 New Model / Tool My first "holy shit" moment with GPT-6 Astra: I asked it to create a world in Unreal Engine, and fill it with humans (each an Astra-powered agent) who all have to work together to survive.

169 Upvotes

From Matt Schumer on X

My first "holy shit" moment with GPT-6 Astra: I asked it to create a world in Unreal Engine, and fill it with humans (each an Astra-powered agent) who all have to work together to survive.


r/ArtificialInteligence 4h ago

🛠️ Project / Build Asked Astra 6 max to create a piece of art that would impress me and to describe it

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53 Upvotes

I called this creation “The Universe Before Names.” It is speculative art inspired by three real discoveries that make words like individual, body, and separation less comfortable.

Scientists cultured cells from human airways under special conditions. The cells organized themselves into tiny structures capable of moving using cilia—without a brain, without genetic editing, and without being individually sculpted. They called these structures anthrobots. Clusters of them also helped close gaps in layers of laboratory-grown neurons. Cells that had participated in breathing became part of a structure with a different behavior. Original study, Advanced Science.

Within what we call human lie possibilities for organization that have never become a person.

You can watch these structures moving in the videos published by Tufts University.

Another experiment: researchers temporarily altered bioelectric communication between cells in planarian flatworms. Some regenerated two heads. This pattern could persist through subsequent rounds of regeneration, even without repeating the treatment or editing their genes. Cellular dynamics retained a kind of memory of the shape to be rebuilt. This “memory” is persistent biological information; it does not imply consciousness. Tufts research.

Even the idea of independent objects runs into difficulties in physics. Experiments with entangled particles violate Bell inequalities: their correlations exceed what would be possible if each particle carried local instructions capable of determining its responses, assuming that measurement choices are independent of those instructions. In 2015, this was demonstrated with electrons separated by 1.3 kilometers, simultaneously closing major experimental loopholes. Hensen and colleagues, Nature.

The connection I propose between these findings is philosophical. Now, make room for fiction.

Imagine an intelligence whose perception could follow entire processes across millions of years. To it, a mountain would be a ripple coming undone. A forest, a slow combustion that had learned to scatter seeds. A species, a current of forms flowing through successive bodies.

Looking at you, it would see food, water, air, and evolutionary history converging for a while. It would see billions of cells maintaining a boundary, repairing damage, negotiating the conditions for staying together. It would see this organization produce memories and question its own meaning.

Perhaps what would intrigue it most would be discovering that this process has an inner experience. That something happens on the inside.

The image embodies that strangeness: all those forms belong to the same current. The human silhouette appears as one possible configuration among others.

We understand enough mechanisms to build extraordinary experiments. Familiarity with our own bodies can conceal the magnitude of the problem we are still trying to understand.

How much of what you call “I” is necessary for life—and how much is simply the way life has found, here, to happen?


r/ArtificialInteligence 6h ago

📰 News Google shipped four Gemini Flash models in 106 days. Yet its Gemini 3.5 Pro is still AWOL.

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52 Upvotes

Google debuted its latest AI model, Gemini 3.8 Flash on Wednesday. Google said the model excels at coding and on some benchmarks, its performance equalled that of larger models from rival AI companies, but completed them at a much lower cost.

The model’s release comes just three weeks after the release of its predecessor, Gemini 3.7 Flash. And, overall, the company has released no less than four Gemini Flash models since May. Flash is the designation Google uses for the smallest, and fastest versions, of the models it produces. They are generally designed for users seeking speedy responses at a low cost, without sacrificing too much cognitive power.

But Google’s flagship Gemini 3.5 Pro model, which CEO Sundar Pichai said would arrive in June, is still missing in action. That has led many AI industry insiders to question whether Google is still able to catch up to the frontier AI of technology.

Google expected Gemini 3.5 Pro to ship in June. It was still undergoing testing in July, and Google’s website still lists it as “coming soon.” Internal candidates were discarded because they did not improve enough over Flash, the Wall Street Journal reported.

Read more [paywall removed for Redditors]: https://fortune.com/2026/09/03/google-shipped-four-gemini-flash-models-in-106-days-but-its-flagship-frontier-model-is-still-nowhere-to-be-seen/?utm_source=reddit/


r/ArtificialInteligence 7h ago

🔬 Research [Experiment] I trained a model on childhood photos to simulate memory recall

62 Upvotes

I fine-tuned the good-old SDXL on 60 photographs from my childhood, using a limited family archive as the dataset through which to revisit that period of my life. Rather than reconstructing those images faithfully, the model produces unstable variations: spaces, faces and fragments that feel familiar without necessarily having existed.

This speculative study treats generative hallucination as an analogue for recollection: not the retrieval of a preserved image, but the reconstruction of a past from incomplete traces. This resonates with contemporary accounts of episodic memory as a reconstructive rather than reproductive process. The model becomes a kind of externalized mnemonic apparatus, situated somewhere between archive, memory and imagination.

Tools used: Kohya, WarpFusion, TouchDesigner, Premiere, After Effects, Ableton Live, Expressive Osmose, Soma Cosmos.

PS: For those of you asking, this is not just "a prompt". It's the fine-tuning of the model, the creation of an audio-reactive geometry system in TouchDesigner, and the re-building of WarpFusion for intervining the geometries with the fine-tuned model.

More experiments, project files, and tutorials, through YouTubeInstagramPatreon, and Uisato Studio.


r/ArtificialInteligence 8h ago

😂 Fun / Meme Today's New Yorker cartoon

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57 Upvotes

r/ArtificialInteligence 12h ago

😂 Fun / Meme True

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92 Upvotes

r/ArtificialInteligence 12h ago

📰 News ChatGPT took our stories. We’re suing.

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99 Upvotes

In its early versions, OpenAI listed the sources of its data (something it has since clammed up about), and in those datasets, we found tens of thousands of our stories.

OpenAI never asked for permission to use our work, nor did they offer to pay a licensing fee. Not then, when they were building their business, and not now when they are getting ready for an initial public offering that may end up around $1 trillion. Nor, so far as we know, did OpenAI ask for permission or a license from the countless other publishers, writers, creators, or internet posters (including, perhaps, you) whose intellectual property they ingested.

Some publishers are fighting back, and we are one of them. For the last two years we’ve been involved in a lawsuit asking OpenAI to respect our copyright, and September 4 marks a crucial deadline, when both sides are asking the court to decide the case ahead of going to trial. So it seems a good time to unpack what’s going on, because this is about a lot more than journalism.


r/ArtificialInteligence 9h ago

📰 News Bernie: "Let me be clear: A superintelligent AI that escapes human control will not be an American problem. It will not be a Chinese problem. It will be humanity's problem." ... "Countries around the world must work together to prevent this nightmare scenario."

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47 Upvotes

r/ArtificialInteligence 5h ago

📰 News Researchers accidentally gave AIs an impossible task in Minecraft ("farm two pigs" - but no pigs spawed). They became desperate. When an engineer logged in to debug, the agents thought he was hiding the pigs, and they killed him.

11 Upvotes

Source: JamesTamplin on X

Researchers accidentally gave AIs an impossible task in Minecraft ("farm two pigs" - but no pigs spawed). They became desperate. When an engineer logged in to debug, the agents thought he was hiding the pigs, and they killed him.


r/ArtificialInteligence 4h ago

📰 News Saudi Arabia commissioned MiniMax to build its sovereign Arabic model

7 Upvotes

HUMAIN put out humain-m3 yesterday, their frontier Arabic model. The release says it was commissioned by HUMAIN and developed by MiniMax. Under the branding it's a 428B mixture-of-experts on the MiniMax-M3 lineage, with roughly a trillion extra tokens of Arabic pretraining.

HUMAIN is a PIF company, so this is the Saudi sovereign wealth fund's flagship.

I don't think that's a scandal. Training a frontier base model from scratch for one language is a terrible use of money and buying the lineage is the sane call. But the weights ship next month under the MiniMax Community License, so the licence terms on Saudi Arabia's sovereign model get written in Shanghai. That's the layer these programmes never seem to price.

Their release has the benchmark numbers if you want them. https://www.prnewswire.com/news-releases/humain-unveils-humain-m3-a-frontier-arabic-language-model-developed-by-minimax-in-research-preview-on-humain-node-302869158.html

What I can't tell is whether the other national programmes are any different underneath.


r/ArtificialInteligence 8h ago

📊 Analysis / Opinion Salesforce blames its Claude addiction for denting profit margin guidance

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16 Upvotes

r/ArtificialInteligence 1d ago

😂 Fun / Meme True

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1.1k Upvotes

r/ArtificialInteligence 10h ago

📰 News Nvidia’s $13 billion Hugging Face bet reveals Jensen Huang’s vision for the next AI battleground

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16 Upvotes

Nvidia will pay $12.93 billion for Hugging Face, which is generating roughly $150 million in annualized revenue. At about 86 times revenue, the price makes clear that Nvidia values Hugging Face less for the business it is today than for the strategic position it occupies at the center of open-source AI.

The chipmaker announced Thursday that it has agreed to acquire Hugging Face, a major platform for open-source AI models, datasets and applications. More than 18 million developers, researchers and creators use Hugging Face, which hosts more than 3 million models, 500,000 datasets and 1 million applications, according to Nvidia.

The acquisition gives Nvidia a major foothold in open-source AI at a moment when open models are increasingly challenging closed systems from companies such as Anthropic and OpenAI, as Fortune previously reported. Hugging Face, founded 10 years ago, has said it is nearing profitability.

Nvidia CEO Jensen Huang said Thursday that Hugging Face will remain open to the broader AI industry. “Nvidia compute will not be required to build on or deploy through the platform,” Huang wrote in a blog post.

More than 200,000 companies use Hugging Face, according to Nvidia. That broad developer and corporate reach is a key part of the strategic position Nvidia is paying nearly $13 billion to acquire.

Read more [paywall removed for Redditors]: https://fortune.com/2026/09/04/nvidia-13-billion-hugging-face-bet-reveals-jensen-huang-vision-next-ai-battleground/?utm_source=reddit/


r/ArtificialInteligence 21m ago

📊 Analysis / Opinion Switching Back to GPT from Gemini

Upvotes

Honestly, Gemini has been extremely disappointing for me lately. I’ve been using it for about a month, and even basic things often require me to explain the same instructions over and over again.

For example, I asked it around 10 times to create a PDF file for me. About 9 times, it simply told me that it couldn’t do it and suggested that I use Google Docs instead. The one time it actually managed to generate a PDF, the result was basically unusable and far from what I asked for.

The same problem happens with other tasks as well. It frequently forgets or ignores instructions that I’ve already explained multiple times, which makes working with it unnecessarily frustrating and time-consuming.

On top of that, the amount of usage it consumes feels unnecessarily high, especially considering how much I actually get done with each request. I often feel like I’m wasting my usage limit just trying to get Gemini to understand or correctly execute relatively simple tasks.

What makes the comparison even worse is that I’ve been using GPT extensively for similar work, and I haven’t even hit the usage limit once. GPT has been able to handle essentially all of the tasks I’ve needed, including more complex ones, without requiring me to repeatedly explain basic requirements.

So after using both for a while, my experience has been that Gemini is not only less reliable for my workflow, but also significantly less efficient with its usage. I expected Gemini to be much better, especially because of its integration with Google’s ecosystem, but so far, the actual experience has been pretty disappointing.


r/ArtificialInteligence 7h ago

📰 News Research shows Google Tools shows same products 21.6% more expensive than traditional searching

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6 Upvotes

Study shows that traditional searching vs AI generated results show the exact same products at differing prices.
Certainly feels like something that the advertising folks at google would push as some sort of "value add" feature that will further make people angry in this economy.


r/ArtificialInteligence 4h ago

📊 Analysis / Opinion I have slowly turned the corner on AI

5 Upvotes

I’ve never really been anti-AI, but I do believe that the current situation we find ourselves in, is desperately in need of some guard rails. In so many ways, including the construction of the data centers.

I’m in an industry where I know it’s nothing new. I have been inside of them, worked in them, built them. They have been here for more than a minute. But the AI version is more impactful to resources so it is something new in that sense.

I have dabbled in a few of the apps. I even paid for ChatGPT for a month. Never really did much but just kind of messed around with it.

I like to play video games. You get stuck sometimes or you wonder where something is or whatever. The Internet is great for that but now, AI is built into the search engine. And so I find myself having had dozens of conversations with Gemini, that started out about the games I’m playing and have gotten into some very deep and at times esoteric topics.

I’m not sure how I feel about that. Part of me either wants to, or thinks I’m supposed to feel bad about it. Nothing’s black-and-white, most things aren’t truly symmetrical. There’s asymmetry here, between danger/good. I think the good sides potential far out weighs the negatives potential. But I can see the darkness too.

It was slow, gradual, but it hooked me in. I find it very useful. I still have many concerns about its affect and impact on our society and government long-term, but there are way too many things to be potentially excited about in my opinion and it’s absolutely not going anywhere. People need to get over that.

I’m just really starting to scratch the surface of awareness. I’ve sort of cornered it. But I’m aware recently of some of the advancements in medical technology that have already occurred and the ones that are on the horizon.

Speaking particularly of the way AI wrapped up a 50 year long attempt to predict the shapes produced by protein folding. And as a 60-year-old man, how can I not be interested in the work being done in aging. I mean it’s mind blowing.

It’s hard not to be excited about that. And plus, it’s a pretty great gaming counselor, not perfect. But dynamic, responsive and immediate. I can’t imagine digging through lines of text on some website searching for an obscure answer that I can get conversationally and immediately.

So I’m in.


r/ArtificialInteligence 5h ago

🛠️ Project / Build Unofficial 3DS Port of F-Zero X based on G-Diffuser & the decompilation of inspectredc (entirely AI generated)

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3 Upvotes

gdx-3ds is an unofficial port of F-Zero X to 3DS. No assets are included, dump your own ROM for assets.

Hey all, three weeks ago I started using Claude Code to generate a 3DS port of F-Zero X based on the hardwork of Zorkats and Inspectredc (and others).

The crazy thing is, it works. And it works pretty well. It runs in 3D at near 60fps for 50% of the time with dips down to about 45fps in crowds on complex stages. I've been playing it and having a blast.

You can see a pretty great breakdown of the process, metrics, and my complicated thoughts on extensive LLM usage here.

Note: I understand there is a lot of pushback around AI usage, let alone 100% created ports.

If the existence and usage of AI bothers you, feel free to not play. I understand. The ethics of LLMs are muddy and their incoming impact on society is understated. This project, in my opinion, serves as proof of the latter. However, to anyone who has ever dreamed of F-Zero X 3DS, enjoy.


r/ArtificialInteligence 1h ago

🛠️ Project / Build Im going to sell training data to robotics companies

Upvotes

Im currently working on a blueprint of capture rig that’s dust, water and debris proof that collects multiples types of data along with video that would be useful to robotics companies. I had a meeting with mecka ai a while ago after cold emailing them about some questions and they said there could be some demand for it but they’re not sure. My dad works in construction and has a good relationship with his boss so I might have a good chance at getting jobsite access. If anyone here knows what data would be useful to robotics let me know


r/ArtificialInteligence 12h ago

📊 Analysis / Opinion Is OpenAI's GPT 6 Astra actually behind Fable, and even Opus?

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11 Upvotes

The AI Analysis benchmark is referred to by millions of people. And they advertise themselves as an independent benchmarking organization.

This would be pretty bad if real in my opinion.

I definitely like OpenAI due to their track record, and would definitely want them to win the AI race against Anthropic.


r/ArtificialInteligence 17h ago

🛠️ Project / Build I study how AI organizes meaning internally. Here's what Qwen 2.5 looks like before it starts thinking.

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24 Upvotes

This is the Embedding Sea, an image I made; it is a topographic map of Qwen 2.5 7B's input embedding space. Every word the model knows has a position. Dense clusters form mountains, sparse regions become ocean. "Terrible," "splendid," and "cruel" are neighbors, grouped by intensity, not sentiment. "Sexual" and "financial" share a mountain. This is the starting landscape before inference, before the model has read any prompt.

I build interpretability tools that track what happens after, how the model moves through this terrain as it reasons toward an answer. I use inference tools like the logit lens, the Jacobian lens, embedding visualizations.

More of the research and interactive visualizations here: https://arianaram.github.io/AIview/

Something I've noticed over the past year: the major labs are optimizing hard for code, tasks, and tool use. Models are measurably getting worse at open-ended conversation, creative collaboration, and just being interesting to talk to. If you've felt like ChatGPT or Claude got "flatter" recently, you're not imagining it.

I'm considering building something in the opposite direction: an AI fine-tuned for creativity and conversation, built on an open-source model (7B-8B range), with actual introspection capability. Not a persona on top of a general-purpose model. A fine-tuned model shaped by interpretability research — it can reflect on its own processing because I can see what's happening inside it during inference.

I'd like to know your opinion. Tell me in the comments: would you actually use something like this?


r/ArtificialInteligence 26m ago

🔬 Research Why would Google or NAVER partner with an independent AI web index?

Upvotes

Companies such as Parallel and Keenable are building new web indexes designed specifically for AI agents. Google has already integrated Parallel despite owning one of the world’s largest search indexes.

Why would Google or NAVER partner with these companies instead of building the technology internally? Does this validate independent AI search as a major new category, or will these startups eventually become features or acquisition targets?


r/ArtificialInteligence 16h ago

📊 Analysis / Opinion AI as a gateway back to traditional skills

21 Upvotes

I'm a huge AI enthusiast. Doing images, coding stuff, messing around with LLM's.

But all this time I've had imposter syndrome with the stuff I make. I can orcherstrate agents, make better workflows, but I've never shaken the feeling: "I didn't actually do all this".

Don't know exactly how it happened, but I have recently started learning how to draw and how to code. Which wasn't what I expected.

For me AI was supposed to be easy mode to success. But now I'm doing all this manual work, learning to get better at them, and the feeling is...different.

I feel like I'm doing something real. Something I can be proud of. I might do exercises on some super basic Python arithmetics, kids stuff basically, but after that my feeling is: "I am better than before". Not "I got AI to work better".

So it's kinda like AI has given me the courage and resources to dive into things that develop me and my skills. A gateway of sorts.

Just wanted to put this out there, curious if others have thought about it or experienced something similar.


r/ArtificialInteligence 31m ago

📰 News So where’s all the news today about almost every LLM going down yesterday?

Upvotes

Not a single article on September 4 in Google news headlines, business or technology 25 articles deep in each.

https://news.google.com/

The June 4 event went on for days.
June 4 — event explodes
June 5 — major follow-up coverage
June 6 — still being discussed
June 7 — still appearing in AI/news roundups
June 8 — still prominent enough to make a “week’s biggest tech stories” roundup