JosephjackJR

7 ms·

31.
50M persistent nodes on a $199 Jetson – 186 ns latency, CPU-only(ryjoxdemo.com)
6 points by JosephjackJR 10mo ago|1 comments
32.
by JosephjackJR 10mo ago
Two-person team, 18 months in a basement. Just got a flat, fixed-width lattice running 50 million persistent nodes on an 8 GB Jetson Orin Nano: 186 ns hot-path (≤ 3.2 cycles steady-state) 33× larger than RAM (disk-backed streaming) Full cra
33.
by JosephjackJR 10mo ago
Hardly shocking considering the current economy. Who would have thought that AI spending is unsustainable when usership is generally dropping. Honestly thing there is going to be a revolt against AI adoption.
34.
by JosephjackJR 10mo ago
The two skills that actually matter in 2025 aren’t prompting tricks or jailbreaking (everyone has those now). They’re (1) turning vague ideas into ruthless evaluation benchmarks and (2) knowing exactly when the model is hallucinating vs rea
35.
by JosephjackJR 10mo ago
The bar for “junior” has quietly turned into “mid-level with 3 years of production experience, a couple of open-source contributions, and perfect LeetCode” while still paying junior money. Companies list “0-2 years” but then grill candidate
36.
by JosephjackJR 10mo ago
I daily-drove a 1981 280ZX Turbo for three glorious, infuriating years. The L28ET would boost like a freight train one minute and then randomly cut out because the AFM flap got sticky or the injector harness decided it was allergic to moist
37.
by JosephjackJR 10mo ago
yeah the december dip is brutal but it’s pretty much clockwork at this point. every cycle we get this late-year shakeout, long-term holders take profits, etfs see outflows, fear & greed hits extreme fear, and then january shows up with
38.
by JosephjackJR 10mo ago
they took the already ridiculous v3.1 terminus model, added this new deepseek sparse attention thing, and suddenly it’s doing 128k context at basically half the inference cost of the old version with no measurable drop in reasoning or multi