Do It by Code
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We uhhhhh... do things by coding them.
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I got the latest iOS and macOS 27 booting in Qemu (with SPTM!)

- Virtual iPhone 17, 16, 15, 14, 13, 12 and every M1-M5 Mac supported
- Debug, patch, or modify everything: kernel, SPTM, TXM, launchd, dyld, user programs all modifiable/ GDB-able
- Boots directly to root shell in seconds
- Run your own programs as root in iOS/ macOS, no jailbreak / kernel patches required
- SPTM, TXM, MTE/MIE, genter/ gexit, GXF/SPRR/GL0-2, AMCC, AIC v1-3, Apple timer, many sysregs
- Automated setup; get running in just a few minutes
- Runs anywhere qemu runs... no ARM CPU required 😉

Try it here: https://github.com/jprx/darwin-vm

Posted by Joseph Ravichandran, 3 days ago
Super happy to share our intention to join forces with NVIDIA in a $12,930,300,000 acquisition 💛💚

10 years after starting Hugging Face, open-source AI is at an inflection point. Thanks to the community, we’ve shown that it can be a complement, and even an alternative, to closed-source APIs. But for it to happen at larger scale, it needs more compute, more support, more collaboration and more visibility. That’s why we went to talk to Jensen, who offered to do exactly that with us.

In addition to doubling down on NVIDIA’s massive contributions to open-source AI (I called them the “King of American open-source AI” earlier this year), they’ve committed to strongly supporting Hugging Face and our mission while keeping the platform open, independent and compute agnostic. The founders and the team are all staying to keep pushing this mission forward.

Together, we think we can make open source the default way to build AI, with the goal of empowering 100 million AI builders to own their intelligence rather than rent it.

Excited about the next 10 years! 🤗🤗🤗

Posted by clem 🤗, 1 hour ago
Forwarded from LLMs
OpenAI releases GPT-6 Astra

GPT‑6 Astra brings together years of research and big bets across pre-training, reinforcement learning, and alignment. Astra is state-of-the-art on computer use, browsing, software engineering, cybersecurity, science, and professional work. Astra saturates FrontierMath Tier 4 with a 98% score, having already helped solve long-standing open problems⁠ in mathematics. Astra also saturates ARC-AGI-3 with a 99.9% score and ExploitBench with a 100% score. It also sets a new frontier on computer and browser use, handling the most demanding professional work with unmatched speed, accuracy, and judgment.

https://openai.com/index/gpt-6-astra/
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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.

A day later, I was in my bedroom and heard voices coming from the living room... I thought someone was in my apartment.

I walked out, honestly a little scared.

It was the Astra agents. They'd started talking to each other.

Fucking crazy.

Here's a brief clip (obviously not 100% perfect yet, but still, insane. sound on!):

Posted by Matt Shumer, 4 hours ago
😱1
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GPT-6-Astra (Ultra): open world adventure game

Posted by Peter Gostev, 23 hours ago
Actively exploited sandbox RCE in all Chromium versions
Article, Comments

CVE-2026-85046
Type confusion in V8 in Google Chrome prior to 152.0.7977.82 allowed a remote attacker to execute arbitrary code inside the sandbox via a crafted HTML page. (Chromium security severity: High)
Do It by Code pinned «Actively exploited sandbox RCE in all Chromium versions Article, Comments CVE-2026-85046 Type confusion in V8 in Google Chrome prior to 152.0.7977.82 allowed a remote attacker to execute arbitrary code inside the sandbox via a crafted HTML page. (Chromium…»
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Lyria 3.5, our best-sounding music generation model, is now available in AI Studio, via the Gemini API, and in the Gemini app

this model brings more expressive vocals and richer musical arrangements, allowing you to craft tracks with higher fidelity

try it today: http://ai.studio

Posted by Google AI Studio, 20 hours ago
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GPT-6 Astra can really make anything in Minecraft

It made me a screen showing the OpenAI logo turning into "6 Astra" and it works!

Posted by Angel 🌼, 6 hours ago
GPT 6 Astra (high) scores 92.9% on WeirdML and matches Fable 5.1 (max) for the top score.

It sets a new individual high score on 6 of the 17 tasks, and is overall very solid.

Interestingly it writes significantly less code than Sol and other recent GPT models, although still more than Claude.

I will do a more careful analysis when the max and pro max runs are done.

Posted by Håvard Ihle, 3 hours ago
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I am so impressed with GPT-6 Astra, it's extremely good

Remember when GPT-5.6 Sol ran DOOM on its own CPU at like 1 FPS?

GPT-6 Astra is now running it at 20+ FPS

I have no words

Posted by Angel 🌼, 40 minutes ago
From GPT-4 to GPT-6.

Sparks was a remarkably prescient paper that got a lot of pushback at the time, but absolutely sensed where the vibes were heading with LLMs based on a lot of qualitative experiments. It deserves credit in retrospect.

Posted by Ethan Mollick, 29 minutes ago

https://www.microsoft.com/en-us/research/publication/sparks-of-artificial-general-intelligence-early-experiments-with-gpt-4/