Unlike traditional GPUs, Redwood uses a tile-based, near-memory dataflow architecture. By keeping compute close to memory, we avoid unnecessary energy costs by moving data back and forth.
Our math engines have native, silicon-hardened support for the most recent FlashAttention-4, using modern algorithms to save area on the chip.
The architecture has a flexible programming interface, where kernels are launched with little overhead. This allows Redwood to support multiple models as it matures.
We also separated the control path and the data path entirely, allowing more idle logic to be aggressively power and clock gated, compared to traditional, schedule-heavy architectures.
Projected onto Samsung 8 nm, the same process class as NVIDIA's Jetson Orin Nano, Redwood delivers 1.75x the throughput at 1.9x lower power, a 3.4x improvement in performance per watt against a measured Jetson baseline running the same AI models.
Omarchy Quattro fried my @Dell XPS, but I have to give @dhh credit: it’s by far the best-looking and smoothest Linux distro I’ve ever used. @MichaelDell, you guys should seriously consider selling XPS laptops with Omarchy pre-installed and please get rid of that horrible Copilot key on the keyboard.
Moderna’s mRNA vaccine combined with Merck’s immunotherapy Keytruda succeeded in a late-stage trial for skin cancer, the companies said, sending shares of the vaccine maker up 60% in premarket trading. https://t.co/AbE55DcOOj
There is a very ugly truth that I think we are lying to ourselves about.
99% of startups today cannot even hire B-tier talent.
The might of Anthropic, OpenAI, and the hottest of hot companies are sucking up all the A*, A, and B talent.
Single greatest problem for every founder today is acquiring and retaining talent, without a doubt.
AI is leaving the datacenter. Cameras, robots, drones now perceive, reason, and act on-device.
New attack surface: anyone who can put a sign in front of a camera can inject instructions into the model. No packet, no CVE , just light through a lens.
New from @exein_io 👇
https://t.co/5m9Ga0jVL9