http://needgap.com Find your customers by the problem you are solving for them. Tue, 08 Jul 2025 23:56:00 +0000 <div>Now that&nbsp; all compute hardware manufacturers are peddling AI 24*7, there seems to be a need-gap for an app to benchmark their NPU (Neural Processing Unit) for AI work loads.</div><div><br></div><div>According to <a href="https://www.anandtech.com/show/21396/intel-teases-lunar-lake-ahead-of-computex-transformative-power-efficiency">Anand Tech</a>:<br></div><div><br></div><blockquote>No one in the industry seems particularly happy with TOPS comparisons right now (not the least of which is because all the same players regularly fail to disclose at what precision), but until the first killer app comes along that they can use as a meaningful benchmark, we’re going to continue to see raw throughput figures thrown around.</blockquote> 3 points posted by Abishek Muthian /problems/436-app-for-npu-benchmarks-in-ai-marketed-computers-artificialintelligence-benchmark 436 Fri, 24 May 2024 02:52:00 +0000 Semiconductor manufacturers e.g. CPU manufacturers have to rely upon data centers and operating system manufacturers to get real world benchmarks to improve their designs as they have only synthetic benchmarks at their disposal. This process is convoluted and doesn't give optimum results. I think there is a large need-gap to bridge between software publishers and semiconductor industry regarding this. 1 points posted by Abishek Muthian /problems/302-real-world-benchmarking-for-hardware-benchmark-semiconductor 302 Mon, 20 Sep 2021 13:58:00 +0000