If you've got the cash to spend though; by ALL means!
Adverse reminder: DO NOT GO INTO DEBT OVER BUYING LOCAL COMPUTE
Idk who needs to hear this but your local compute will NEVER beat prices/speed of rentals/paygo (and DEFINITELY never beat subscriptions). Unless you're building a business around it, don't do it.
This is fucking awesome.
Cyberattacks now outpace the defenses of even well-resourced organizations. Factory can help.
Introducing Factory Wargames: We will simulate a nation-state level attack on your company's infrastructure and cover the cost.
Apply below and if selected, we'll run the simulation, share our learnings, and Droids will help with the fix for free.
my spidey senses are telling me the labs are, as we speak, using unguardrailed versions of their unreleased models to systematically reverse-engineer ALL of the internetβs software, apps, and games, then feeding the reconstructed source code straight into their training pipelines while simultaneously building guardrails to ladder-pull the rest of us
For those interested, here's how I run fully local realtime voice at home with OpenClaw (& Home Assistant):
- local wake word
- STT
- Voice Activity detection
- per person voice ID (great for families)
- TTS (w/ voice cloning)
- LLM (Qwen3.8 Flash Next or smaller for speed)
github.com/VACInc/clawvoice
Point your top agent at it and enjoy! The faster the better for all of it (aka whatever top hardware you have that's not being used most the time). Some work might still be required depending on what hardware you decide to use at any point in the pipeline
In theory it should all easily fit on your Strix box if you have the room and might even be plenty speed wise too
Feel free to poke if you have questions/concerns/hostile disagreements
If the Great AI Pausening in America is upon us, here's an idea: Fight it w/ logic, discussion & explanation. Combat it w/ ideas to work together. Explain AI to people.
Attacking w/ hostility & speaking down on people won't cut it. That's what got us here in the first place
This. Teach and enable others. That's how you grow while helping others as well. Especially in these times where so many don't really understand or grasp what AI can really do
Everyone freaking out about the election results as if money no longer exists in American politics π€£
The AI surge will continue! I guarantee it
Let me put this as kindly as I can if you're in the good ol' U.S.A...
Literally nothing is louder than your vote.
SO GO VOTE IF YOU HAVE NOT DONE SO ALREADY! ππΊπΈπ½π¦
Vito Cappello π¦ retweeted
Letβs go: Alex Krentsel replicated MITβs weight-space programming experiment across model generations and found a sharp capability jump.
The latest models generated Breakout networks without training or tools that scored up to 22Γ the RL-trained baseline!
Preorder the preorder for your preorder
A sneaky little update: weβre preparing for the Flipper One Kickstarter and opening pre-orders π r.flipper.net/one
