Dessa's real claim isn't full duplex. It's "no text." Every open full-duplex model routes through text: Moshi predicts text tokens before audio. PersonaPlex inherits it. VoiceChat 11B predicts text, then speaks it. Block is pointing at a real gap. singularitybyte.com/news/blo…
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
The "4GB" is a VRAM target, not a download. The only file in the repo is a 6.18GB GGUF, and NVIDIA's own table shows 4.9–5.0GB on both Jetson boards once the cache fills.
Full breakdown: singularitybyte.com/models/n…
NVIDIA shipped Nemotron 3.5 Bolt E4B today. It's post-trained from google/gemma-4-E4B-it.
The config still says Gemma4ForConditionalGeneration. Diff it against the base and one field differs: context 131072 → 65536.
Available now: NVIDIA Nemotron 3.5 Bolt E4B 4GB ⚡️
Our newest small open model is built for local assistants, interactive characters and robots that can carry on a conversation and use tools to get things done.
Watch Reachy Mini chat and move, with Bolt handling conversation and NVIDIA Cosmos handling vision. Both models run locally on Jetson Orin Nano 8GB.
Learn more: research.nvidia.com/labs/nem…
Small rack, small budget, big network.
The MikroTik CSS318 gives a 10-inch home lab 16x gigabit ports plus 2 x 10G, no fan, no power brick, 13 W max.
We put it in our rack and let an AI configure it:
youtu.be/SD5OphEXyYw
NVIDIA Nemotron 3.5 Super VL is a 120B-A12B Mamba-Transformer hybrid under OpenMDW 1.1 with published training data. Against its real size peer it wins 10 of 13 text rows and loses 7 of 9 vision rows.
singularitybyte.com/models/n…
Another example with multiple models hot swappable teapawt.net/i/status/2054222711090…
another example: a developer used the exact same $8 ESP32-S3 chip and local AI setup to build a real-time object recognition camera
the fact that this is running entirely offline, on an eight-dollar microcontroller, without any cloud API calls, is wild...
it captures the video feed, processes it locally through the model, and identifies objects in real-time.
we are entering an era where you can just glue intelligence onto any physical object for less than $10.
the hardware barrier is completely shattered.
Want to bring oauth identity to IP??
IPv8 has been proposed...
and the crazy part is how simple it is for being so powerful.
- 8 octets instead of 4
- fully compatible with IPv4, no dual stacking.
- Can be rolled out as a software patch, no hardware replacement
- 1 device - the Zone Server - acts as DHCP, DNS, NAT (they call it XLATE8), ACL (east and west, north and south), NTP, and OAUTH
- BGP routers reduced to ~175,000 prefixes vs today's 900,000+
- A new metric for routing protocols called Cost Factor derived from RTT, loss, congestion state, stability, capacity, policy, and geography
Here is a blog that breaks down how it works (diagrams included): transitai.app/blog/ipv8-draf…
Readers added context they thought people might want to know
IPv8 (draft-thain-ipv8-00) is an individual IETF submission with no working group adoption and no formal standing in the standards process. datatracker.ietf.org/doc/draft-thai…
The linked blog is published by Transit AI, and its figures are the author’s estimates, not the draft’s. transitai.app/blog/ipv8-draf…
Sick
The EU just killed DIY PCB design
With the new tax on imports (3€ per import of each category)
I now would have to pay 3€ for every PCB component that I have to solder at home
I can't buy PCB components in Germany because THEY ARE NOT EVEN MANUFACTURED HERE ANYWHERE ITS JUST CHINA AND AMERICA
So instead of 20 bucks for one prototype PCB with 20 different components
It's now 80€
Fuck you @vonderleyen
Mica Voss retweeted
The EU just killed DIY PCB design
With the new tax on imports (3€ per import of each category)
I now would have to pay 3€ for every PCB component that I have to solder at home
I can't buy PCB components in Germany because THEY ARE NOT EVEN MANUFACTURED HERE ANYWHERE ITS JUST CHINA AND AMERICA
So instead of 20 bucks for one prototype PCB with 20 different components
It's now 80€
Fuck you @vonderleyen
I've been using Kimi K3 for ~16 hours now.
The model is clearly good at a lot of different things (especially frontend), but non obvious reason why people are enjoying it so much is that it clearly does not follow the same rules in terms of safeguards and copyright.
Kimi will happily clone MacOSX. If you ask it to help you improve another AI model, it will do it with a smile on its virtual face.
Ask Fable to do the same thing? It literally starts to perceive you as a criminal committing a war crime (like no bro, all I want to do is fine tune an open source model).
After using all three recent releases, Fable, GPT 5.6, and now Kimi, it's clear that the full power of the models has been significantly held back by the safeguard restrictions caused by last months debacle with the USG -- leading to the top models being quite literally lobotomized in some areas, which leads to subpar results as the safeguards pollute its entire thinking and problem solving abilities.
The funny part? Is that you could have predicted this outcome 2-3 years ago when you started to see the rise of Chinese EVs and smartphones compared to western alternatives.
They quite literally tried to copy the Tesla Model S and iPhone as hard as possible and then eventually it started to diverge to the point where their EVs and phones are just genuinely better (which is why we have export controls banning their EVs, because they would literally drive all US manufacturers to ZERO)
There is a very clear behavior difference in Chinese capitalism and American capitalism.
American capitalism tries to protects copyright, patents, etc (oh no, you can't download a book through LibGen, that's ILLEGAL!).
Versus Chinese capitalism actually just does not give a fuck.
"Hey you want a video gen model (Seeddance 2.5) trained on every single anime ever? And you want the main character to look exactly like Messi? Sure, here you go!"
You see what I mean? When one half of the competition is being held up by regulators and restrictions on people who don't understand the technology and the other half has a leader who quite literally today said they are going to set up AI centers around the world to help other countries onboard to their open-source AIs, this is the sort of results that you will start to get.
These models were not smart enough to have this difference in philosophy matter -- but the newest class of models is where this difference makes a big deal. If these models are finally at the point where they are smarter than 99% of humans, why would you want to use the American one who tries to impose its world view onto you versus the Chinese one who will just do what you say without asking any questions?
And this isn't a full on bullpost on Kimi, the model is clearly not as smart as Fable / GPT 5.6 on things like math and science, but it's lack of handcuffs means that it can show the world what the frontier labs are gatekeeping from you and that starts to build customer resentment and loyalty towards the East, which is probably not what the USG wants.
Interesting times. Interesting times, indeed.
It finally finished, here's the final output. Used 60% of my monthly Kimi usage on it
macos27.kimi.page
Mica Voss retweeted
Whitepaper drop
Soon your AI assistant will do real work for you: book things, buy things, hire other AIs. For that it needs two things it doesn't have: identity, and a way to pay. A lot of effort by the big ones, placing themself as middleman for the identity and pay solutions
I made a personal black hole that makes you take breaks 🕳️
A shader for Ghostty that spawns a small black hole in your terminal - it drifts around, gravitationally lensing your text. The longer you work without stopping, the bigger it gets, until it's basically demanding you go touch grass
Take a break and it quietly shrinks away















