Ichiro Ashihara

This isn't the right question. The question is what's the cheapest hardware that will run the largest open source models at 100+ tok/s. Something is out of alignment if it's stacks of Mac Studios, which it actually might be.

Cowork just organized 6 months of receipts into a categorized spreadsheet with monthly breakdowns. Pointed it at a folder. That’s it.

❄️ This MRI Can Destroy Cancer Without a Single Cut ❄️ In Sydney, doctors are using one of the most advanced cancer treatments on Earth — MRI-guided cryoablation. Here’s how it works: a tiny probe is guided directly into the tumour using real-time MRI imaging, and the tumour is frozen solid from the inside out. No large cuts. No stitches. No long hospital stays. Patients walk in, watch the procedure under MRI, and walk out the same day — pain-free and scar-free. This treatment is so precise, it destroys only the tumour while leaving surrounding healthy tissue unharmed. For people too weak for surgery, too old for long recoveries, or with tumours in risky spots, this is a second chance at life. Fun Fact: The probe can freeze tissue to –40°C or colder, causing cancer cells to burst while leaving everything else intact. Some breakthroughs don’t need bigger surgeries — they just need smarter, cooler technology. Sources: NSW Health | Sydney Adventist Hospital | Radiological Society of North America (RSNA)