Tag Archives: osc

Navigating Huawei’s AI Hardware: Bright Spots, Backdrop, Barriers

In response to Western technology restrictions, Huawei has advanced its artificial intelligence hardware capabilities, improving manufacturing yields for its Ascend 910C chips while introducing the next-generation Ascend 920. Rather than pursuing peak per-chip performance, where it faces external constraints, the firm employs a scale-out strategy embodied by its CloudMatrix 384 system. This architecture aggregates 384Continue reading “Navigating Huawei’s AI Hardware: Bright Spots, Backdrop, Barriers”

A Deep Dive into the Challenges of Generative AI

Balancing Innovation and Risk: The Dual-Edged Sword of Generative AI Generative AI has the potential to revolutionize numerous industries, but it also carries significant risks that must be carefully considered and mitigated. The Federal Office for Information Security, the agency responsible for managing computer and communication security for the German government, has recently released aContinue reading “A Deep Dive into the Challenges of Generative AI”

One Simple Graphic: Taxes in the U.S., and the U.K.

Over the years, I’ve found myself discussing income tax rates with friends in the UK. They frequently mention that not only do they pay higher rates, but the highest income tax bracket is also fairly low by US standards. Given the looming elections in both countries, I finally got around to pulling tax tables forContinue reading “One Simple Graphic: Taxes in the U.S., and the U.K.”

Generative AI in Action: How Developers Utilize AI/ML Tools across Tasks

This series of charts, extracted from a recent Stack Overflow Developer Survey, provides insights into developers and technologists’ attitudes and behaviors towards AI/ML tools across various professional tasks and experience levels. One central theme that stands out across the dataset is the prevalence and acceptance of AI/ML tools for writing code. Regardless of the experienceContinue reading “Generative AI in Action: How Developers Utilize AI/ML Tools across Tasks”

Recent Signals from the Thriving LLM Job Market

The LLM job market is thriving, particularly in sectors such as technology, finance, healthcare, pharmaceuticals, biotech, media, entertainment, and academia. Considering the emerging interest from businesses operating in regulated sectors, such as financial services and healthcare/pharmaceuticals, startups developing LLM tools should prioritize the integration of enterprise features. These features include robust privacy and security measures,Continue reading “Recent Signals from the Thriving LLM Job Market”

At A Glance: Tech Industry Job Postings Drop in Q4 of 2022

Despite Downturn, Demand for MLOps and MLflow Professionals on the Rise. It’s no secret that the tech industry has been hit hard during this economic downturn, with job postings in major tech hubs across the U.S. dropping significantly in Q4. Despite this, it’s not all bad news – we saw an increase in demand forContinue reading “At A Glance: Tech Industry Job Postings Drop in Q4 of 2022”

2023 Trends And Themes: Data, Machine Learning, AI

Subscribe • Previous Issues FREE Report: 2023 Opportunities and Trends In our annual report, we’ve compiled the most important information on the cutting-edge trends in data infrastructure, machine learning, and artificial intelligence. It’s a must-read for anyone who wants to stay informed on the key issues shaping these fields. With 13 sections covering everything from the latestContinue reading “2023 Trends And Themes: Data, Machine Learning, AI”

At A Glance: Stock Prices of Major Automakers in 2022

We plot the movement in stock prices of a few major automobile manufacturers (through 2022-12-30). Time-series were normalized to have the same starting value of 100. It’s been a tough year, particularly for Tesla: Percentage Change (end of 2021 to 2022-12-30) ranged from a slight gain of 1.7% for BMW, to a 65% decline inContinue reading “At A Glance: Stock Prices of Major Automakers in 2022”