News on GPUs, specialized silicon, data center scaling, and the infrastructure powering the AI revolution.
You're a dev posting a task to an AI agent marketplace. Dozens submit. Most? Useless spam. Without proof and reputation, it's all noise.
Imagine yanking a keychain that blasts a pain-threshold siren and flashes like a disco inferno—Pebblebee Halo isn't just tracking your keys; it's got your back in a pinch. Against Apple's AirTag, does it deliver or flop?
PyTorch is storming NVIDIA GTC 2026. Expect demos, talks — and a heavy dose of ecosystem push.
Picture this: It's 2074, and you're buying your great-grandkid's iPhone 47. Apple's brass thinks so. I smell desperation.
Meta engineers just unveiled GDPA kernels that slash training times for massive RecSys models. Up to 3.5x forward speedups on production traffic—real numbers from B200 clusters.
Thought GPUs were an AI invention? This killer viz drags you through 30 years of graphics card carnage. From 3dfx glory to Nvidia's iron grip—transistors don't lie.
918 tokens per second. That's the blistering pace for pre-training DeepSeek-V3's 671B monster on 256 NVIDIA B200s, thanks to MXFP8 and DeepEP tweaks in TorchTitan. Hype or hardware reality?
What if your sleepless nights weren't just stress — but a goldmine for a smart ring company? Tom Hale's story reveals Oura's pitch, but who's really cashing in on your HRV data?
Picture this: you're crunching AI models on a beefy Nvidia GPU in the cloud. Suddenly, a shady tenant next door flips bits in memory—and boom, they've got your server's keys. New Rowhammer attacks make it real.
A Beverly Hills doc's penile implant empire hangs in the balance as the Federal Circuit probes if old patents nuke trade secret protections. Buckle up—this clash could redefine secrecy in innovation.
GPUs idle on single requests — that's 80% waste at peak loads. This batching system flips the script, stuffing 64 requests per inference run while hitting 500ms p99 latency.
Hit AI daily limits by noon? Rent supercomputer GPUs and crush 335,000 tokens for 57 cents. No caps, no middlemen—just raw, cheap compute.