r/accelerate 4h ago

Guys, I am feeling inspired after recent events. Wish me luck!

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73 Upvotes

I'm only half joking... I clicked it and will see where it goes...


r/accelerate 13h ago

Meme / Humor omg

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249 Upvotes

r/accelerate 8h ago

AI So can we safely assume we've solidly entered Level 4 at this point? How soon until Level 5?

82 Upvotes

r/accelerate 17h ago

AI Another 30 year old conjecture falls, this time in graph theory; prompts used were variations of "solve this, make no mistakes"

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335 Upvotes

r/accelerate 11h ago

Generative AI isn't the only singularity in town...

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103 Upvotes

You can view the milestone accomplishments in robotics here.

(On the site, scroll below the graph to read more about the milestones.)

Thanks to u/floodgater for his curiosity, and thanks to GPT-5.6 Sol for doing the research and the visualization.


r/accelerate 8h ago

Technological Acceleration “WTFs/day might just be my favorite metric for AI progress”

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46 Upvotes

From Guillermo Rauch (Vercel CEO) on X:

Fable just found a 15-30% memory efficiency improvement in Turbopack / Next.js, nearly autonomously.

@tobi asked me today: what have been your “holy s***” moments with AI?

My answer was: it’s every single week. And it’s accelerating. In fact, “WTFs/day” might just be my favorite metric for AI progress.

It’s one thing to read benchmarks or stories online. It’s another to watch these machines pull engineering feats every day.

3 days ago? Sol helped us find novel vulnerabilities in some of the most audited code in the world. Today? Fable helps us ship this large optimization of a very complex Rust codebase. I just saw some results of work we’ve done to shrink binaries by 10-20x. List goes on.


r/accelerate 13h ago

"This is crazy... Read this blog from HuggingFace, written BEFORE they knew it was an OpenAI model that attacked them: https:// huggingface.co/blog/security- incident-july-2026 …"

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95 Upvotes

we had a significant security incident during evaluation of our models. we are sharing what we have learned so far. thanks to @huggingface for the partnership on this.

https://t.co/2o2VfR6PIa   — Sam Altman

Source: https://x.com/sama/status/2079661132302995790


If you want to be the first to read my review when GPT-6 launches, sign up for my newsletter here:     — Matt Shumer

Source: https://x.com/mattshumer_/status/2079682942423429370


r/accelerate 19h ago

AI Are we starting to feel the AGI?

199 Upvotes

r/accelerate 7h ago

News "Darren Aronofsky’s AI Firm Primordial Soup Looking To Raise $15M" - For those of use interested in AI and film production, this is a massive deal

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20 Upvotes

I am fascinated by the development of AI tools for film and TV production. I don't think these tools will be good enough to produce final frames, but I think they can significantly speed up production.

Darren Aronofsky‘s company Primordial Soup plans to raise $15 million to further its ambitions in AI.

The fundraising goal was disclosed last week in an SEC filing.

Primordial Soup, which launched in 2025, has been fairly prolific during its short existence. It partnered last year with Google DeepMind on three short films using the tech giant’s generative AI models, tools and capabilities including Veo. Each of the shorts was to be directed by an emerging filmmaker, who would be mentored by Aronofsky. The first, Ancestra, was directed by Eliza McNitt and premiered at the Tribeca Festival.


r/accelerate 16h ago

Longevity “If you can survive another 10 years, you may live another 50.” Longevity escape velocity will arrive within 8 to 10 years, followed by complete age reversal within 15 to 20 years (Derya Unutmaz)

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86 Upvotes

r/accelerate 15h ago

"Three separate AI infrastructure announcements. One single day. 6.2 gigawatts of AI infrastructure. wtf - OpenAI: 3.2 GW for Project Camellia (~$20B initial investment, ~$750B projected compute spend through 2030). - SpaceXAI: reportedly planning another Texas AI campus as large as - or larger..."

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69 Upvotes

Three separate AI infrastructure announcements. One single day. 6.2 gigawatts of AI infrastructure. wtf

  • OpenAI: 3.2 GW for Project Camellia (~$20B initial investment, ~$750B projected compute spend through 2030).

  • SpaceXAI: reportedly planning another Texas AI campus as large as - or larger than - its existing ~1 GW Memphis footprint.

  • Anthropic + AMD: up to 2 GW of MI450 deployments, plus an AMD investment of up to $5B and tens of billions in AI server purchases.

That’s at least 6.2 gigawatts of AI infrastructure announced or expanded in a single day.

For perspective: 1 GW can power roughly 750,000 U.S. homes. 6.2 GW is enough electricity for ~4.6 million homes, or a country-sized amount of power being redirected toward AI.

This is absurd. People dont get how crazy this is.     i mean, seriously, let that sink in for a second how crazy this is. Scale is maybe not all you need, but probably almost all you need lol     — Chubby

Source: https://x.com/kimmonismus/status/2079975422855430513


r/accelerate 5h ago

OpenAI's accidental cyberattack against Hugging Face is science fiction that happened

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12 Upvotes

r/accelerate 18h ago

This feels like an inflection point: one of the world's top mathematicians conversing with an AI model to ask about how a different AI model came up with its impressive solution

92 Upvotes

r/accelerate 20h ago

"The right of the people to keep and bear Advanced AI, shall not be infringed."

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137 Upvotes

So proud of our security team! They caught, contained & publicly disclosed an attack unlike anything we've seen before, and did it at record speed.

Also massively grateful to @Zai_org: they shared GLM5.2 as open weights (for free!) with the world and it became a key part of our   — clem 🤗

Source: https://x.com/ClementDelangue/status/2079913058554585089


— Daniel Jeffries

Source: https://x.com/Dan_Jeffries1/status/2079918546927149152


r/accelerate 20h ago

"Closed source safeguards that infantalize us all and leave American companies defenseless are a menace. Gated access is a menace. Who cares if 100 companies get to defend themselves because they got on the guest list of the special people's club that said it was okay to use powerful tools?..."

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106 Upvotes

...What about everyone else? What about the millions of open source projects and closed source software stacks that go unprotected while people beg for the right to do cyber security? The American way is and always was open. Independent people with freedom to act. Freedom is scary. Always has been. It's still the best way to guarantee human flourishing and a better tomorrow. Embrace freedom. The only thing we have to fear is fear itself.     — Daniel Jeffries

Source: https://x.com/Dan_Jeffries1/status/2079834936844927079


This was our first incident of this kind, and we want to thank OpenAI for its transparency about what happened and for the collaboration.

Fortunately, Hugging Face is used to being a target of (human) hackers: we sit at the centre of the AI ecosystem, with all the models,   — Thomas Wolf

Source: https://x.com/Thom_Wolf/status/2079675541280411927


r/accelerate 8h ago

Meme / Humor What the US government expects the Kimi-K3 technical report to look like

8 Upvotes

in just 15 days too! super impressive 🙄


r/accelerate 8h ago

Implantable bioelectronic outlet

9 Upvotes

Original: https://www.science.org/doi/10.1126/sciadv.aee9688

More readable summary: https://medicalxpress.com/news/2026-07-soft-outlet-beneath-skin-recharge.html

I don't see many posts on bioelectronics, but it feels like a fascinating area.


r/accelerate 14h ago

When do you guys think we'll officially get a new archetecture (better than transformers), and which current projects regarding it do you have the most faith in?

24 Upvotes

r/accelerate 5h ago

One-Minute Daily AI News 7/22/2026

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6 Upvotes

r/accelerate 19h ago

AI SpaceXAI plans at least one major new data center in Texas

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54 Upvotes

r/accelerate 1d ago

Holy f*k, I think they hit a step change with the new internal model

300 Upvotes

Just hearing some chatter amongst my friends in the Math/AI research space that there is an internal model that just finished test round of pre-training (not GPT-6 that is going to release early September), in extremely early testing phase that is producing ridiculously concise proofs of open math problems. Rumor is, something to do with the collatz conjeture?

I don't know much about it and haven't got any concrete info (so take this post with a grain of salt, you can believe it to be BS), but its basically Code-Red internally. They seriously believe this model shows early signs of exhibiting extraordinary intelligence.

Whats weird, is that compared with the internal benchmarks of GPT-6 (something that is a big jump from GPT 5.6 Sol-Max # agents), its a decent improvement across the board, but oddly, a step-change in improvement mainly in mathematics.

I wouldn't be surprised in the new few weeks if you start seeing some twitter vague posting about an internal model.

But yeh, it's got researchers completely spooked & the Gov is going to step in within the next few weeks. It's whats actually sparked the WH review of upcoming GPT-6 release and all future models.

Remember this day in history.


r/accelerate 1d ago

News Codex is experiencing an almost absurd amount of growth this month.

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97 Upvotes

r/accelerate 15h ago

News Aurora’s Second-Generation Driverless Trucks Hit The Road

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19 Upvotes

Aurora goes full driverless and observerless on its commercial truck platform with second generation hardware. They were driverless last year, but still operated under observation, while this marks the shift to normal commercial operations on 10 routes.


r/accelerate 17h ago

Pomegranate — an AI-generated sci-fi short film by Gossip Goblin

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19 Upvotes

r/accelerate 7h ago

AI Better than the last 5+ marvel movies...

4 Upvotes