Tagged articles

hardware verification

3 articles · Page 1 of 1
Machine Heart
Machine Heart
Jun 22, 2026 · Artificial Intelligence

How ZhiZi XinYuan’s AI‑Driven Compute Platform Is Disrupting the Industry After Two Funding Rounds

The article explains how the emerging "AI for Computing" paradigm—using large models, operations‑research optimization, and automated algorithm discovery—enables ZhiZi XinYuan to automate hardware‑level performance tuning, achieve SOTA benchmark results with its KernelCAT platform, and attract nearly a hundred‑million‑yuan funding in just two months.

AI for Computingbenchmarkingcompute acceleration
0 likes · 14 min read
How ZhiZi XinYuan’s AI‑Driven Compute Platform Is Disrupting the Industry After Two Funding Rounds
phodal
phodal
Jun 14, 2026 · Artificial Intelligence

Verification Engineering: From Vibe Hardware Coding to Self‑Iterating Validation

The author experiments with an ESP32‑based development board, using an AI agent to automatically generate, flash, and verify hardware demos, then analyzes the limitations of traditional verification and proposes a self‑iterating verification engineering loop to ensure real‑world outcomes are continuously validated.

AI CodingArduinoVibe
0 likes · 14 min read
Verification Engineering: From Vibe Hardware Coding to Self‑Iterating Validation
Tencent Architect
Tencent Architect
Jun 9, 2022 · Artificial Intelligence

From Zero to Chip: Tencent’s Multi‑Year Journey in AI, FPGA, and Smart‑NIC Development

Tencent’s hardware teams evolved from a lack of verification tools in 2019 to building AI inference chips, video‑encoding silicon, and intelligent NICs, overcoming FPGA challenges, scaling cloud infrastructure, and delivering high‑performance, low‑cost solutions for massive multimedia and AI workloads.

AI InferenceChip DesignFPGA
0 likes · 16 min read
From Zero to Chip: Tencent’s Multi‑Year Journey in AI, FPGA, and Smart‑NIC Development