Etched Sohu vs. Nvidia: Transformer ASIC vs. GPU (2026) – Spheron Blog

Etched Sohu claims 500k tokens/sec on Llama 70B from an 8-chip server. What a transformer-only ASIC gives up versus H100, B200, and the Groq 3 LPU.

Etched Sohu claims 500k tokens/sec on Llama 70B from an 8-chip server. What a transformer-only ASIC gives up versus H100, B200, and the Groq 3 LPU.

‘Pics or it didn’t happen’ is no longer a reliable test for what’s real.

A mysterious new AI model called Ox Alpha has driven certain corners of the internet into a frenzy of speculation about who actually built it. The free model was released on OpenRouter on Thursday, where it was described as “a reasoning model designed for cod…
India is a fast-growing consumer market and a source of innovation. Its food processing sector connects farmers with consumers seeking quality and convenience. Young consumers expect speed, transparency, and authenticity from brands. Technology accelerates…
Distills PDFs, photos, and repos into token-efficient context for LLM agents. Local OCR reads embedded diagrams, not just text layers; content-hash caching collapses re-reads; BM25 retrieval bounds huge documents. Nothing is discarded — anything shortened exp…