Hugo Pinheiro
@user_ops
Building frameworks that enable users and teams to work efficiently focusing on edge compute and personal sovereignty compute, thoughts and opinions are my own
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feel free to take a look at what I have been up to in my spare time at lnkd.in/g8wqKwB7 and take a peek at my resume at lnkd.in/gMffDDee Looking forward to what this next chapter holds!
The Sovereign AI OS everyone deserves. Parallax lets you set up a local AI cluster across Macs and PCs, and host your own models and applications without performance compromises. Watch @alex_mirran and the crew get @Alibaba_Qwen 235B running in minutes.
Don't know why people are surprised, since Xbox one it's been a custom AMD PC with optimized windows with a custom UI running under the covers, the only change is their no longer subsidizing the hardware, their focus is on azure so Xbox hardware will go away eventually.
Microsoft CEO Satya Nadella on their plans & outlook for gaming going forward. Xbox not mentioned once. - He confirms Windows is their main focus with gaming. - Highlights Steams storefront - Confirms multiplatform strategy going forward - Wants to be the a successful…
Day 1 of teaching my desk robot how to fold laundry! Robot folding laundry FTW! What would you use this robot for?
And to think Europe had good drones back in 2006 and then nothing happened with it 🤷♂️, they also got the neuron demonstrator and not much seems to have come out of it 😕
Hands-on tutorials on fine-tuning and deployment of Small Language Models. Enjoy ↓ github.com/Liquid4All/coo…
Big cancer breakthrough University of Florida scientists just erased deadly brain tumors using an mRNA cancer vaccine. In just 48 hours, it reprogrammed patients immune systems to attack glioblastoma. Built from each patient’s own tumor cells + delivered via lipid…
Scientists at the University of Florida have created a breakthrough mRNA cancer vaccine that erased deadly brain tumors in early human trials without chemo or radiation. Tested on four glioblastoma patients, the vaccine reprogrammed their immune systems within 48 hours to…
The detailed AWS incident report is out, and it’s worth a read - DNS records managed by 2 systems; a race condition led to regional record getting unset - EC2 lease establishment was borked as it depends on DynamoDB - fluctuating NLB health checks leading to EC2 DNS entry purges
40,000,000 kg of trash are no longer polluting our rivers and oceans.
I know my pagerduty was going bonkers.
If this works in humans, it could redefine how we treat Alzheimer’s and other neurodegenerative diseases. From cleaning the brain to restoring its defenses — this might be the closest step yet toward truly reversing dementia. 🧠💥 More: ucl.ac.uk/news/2025/oct/…
Pic of the Day #infosec #cybersecurity #cybersecuritytips #pentesting #cybersecurityawareness #informationsecurity
I agree, I'm not a fan of codex/Claude code for coding for that exact reason unless it's for research, I prefer something like windsurf where I get to work together with it. For other things like go clean up my inbox etc then agents like codex are fine.
Some interesting insights on open models/repos - 1 million new open-source AI repos landed on @huggingface in only 90 days. - @nvidia , historically a hardware vendor, is now the single largest contributor of open AI models (Nemotron, Cosmos, Gr00t, BioNeMo, Canary). - Chinese…
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