It may be a mistake to ask which occupations are most safe from being taken by AI. What AI (in its current form) is good at is not so much certain jobs, but a certain way of working. It's good at scutwork. So that's the thing to avoid.

Summary of GPT-OSS architectural innovations: 1. sliding window attention (ref: arxiv.org/abs/1901.02860) 2. mixture of experts (ref: arxiv.org/abs/2101.03961) 3. RoPE w/ Yarn (ref: arxiv.org/abs/2309.00071) 4. attention sinks (ref: streaming llm arxiv.org/abs/2309.17453)

Sam Altman My first experiences with gpt-oss-120 are a mixed bag. I ♥️Apache 2.0 license. And I hate the excessive guardrails. The model hallucinates a LOT and sucks in Finnish, but it is very fast and shows reasoning traces. Outputs broken code without tools. x.com/KuittinenPetri…

Sam Altman Let's go!

And age of acquisitions keeps going on

Can't wait to run gpt-oss on my 3090 Ti!

But can it accept visual input? Playground seems to say it can't.

Good list!

LOL

Tesla is training a new FSD model with ~10X params and a big improvement to video compression loss. Probably ready for public release end of next month if testing goes well.

NASA’s proposed budget eyes human exploration of Mars spacenews.com/nasas-proposed… via SpaceNews

Efficient Agents This is a great study full of insights on how to build efficient agents. If you are looking to reduce costs with AI agents, don't miss it. Pay attention to this one, devs! Here are my notes:

This. It's crazy amazing to be here in this epochal time

Great job SpaceX, Gwynne Shotwell & Agenzia Spaziale ITA — paving the way to Mars! 🚀🔴 #RedPlanet #Mars #Starship #MakingHistory 🇮🇹

I analyzed 100 viral "AI agents." 90% of them are: - Workflows enhanced with LLMs - Agents used instead of simple API calls What many miss about AI agents is the core conflict: reliability vs. autonomy. Choose one. You can't optimize for both. Everything you need to know:🧵

Same

congratulations to the FAIR team on this impressive win! brain modeling is a key step in understanding biological intelligence, and will pave the way to our sci-fi future (brain computer interfaces, etc) 🧠

"Engaging with your community ASAP is vital to build a successful AI product" We love to learn from the Replit community. Give a follow to Francisco Cruz matt palmer vic Aman Mathur -- they are here for you!

I still want my Courier. Goddammit. Panos Panay I'm deeply sorry Neo was canceled and your and your team's vision didn't come to fruition. Big respect for trying. Would love to see this dream to come to fruition with Kindle!

Crazy to realize just for how long I've been relentlessly advocating for the personalized knowledge graphs. Since 2003 when I've first learned about WinFS as part of Windows Longhorn. It was a part of my focus at Microsoft, then at my first startup Zet Universe, then at