Industry IQ – QumulusAI
Microsoft’s introduction of the Maia 200 adds to a growing list of hyperscaler-developed processors, alongside offerings from AWS and Google. These custom AI chips are largely designed to improve inference efficiency and optimize internal cost structures, though some platforms also support large-scale training. Google’s offering is currently the most mature, with a longer production…
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Industry IQ - QumulusAI
OpenAI–Cerebras Deal Signals Selective Inference Optimization, Not Replacement of GPUs
OpenAI’s partnership with Cerebras has raised questions about the future of GPUs in inference workloads. Cerebras uses a wafer-scale architecture that places an entire cluster onto a single silicon chip. This design reduces communication overhead and is built to improve latency and throughput for large-scale inference. QumulusAI Senior Product Manager Mark Jackson says Cerebras’…
Industry IQ - QumulusAI
NVIDIA Rubin Brings 5x Inference Gains for Video and Large Context AI, Not Everyday Workloads
NVIDIA’s Rubin GPUs are expected to deliver a substantial increase in inference performance in 2026. The company claims up to 5 times the performance of B200s and B300s systems. These gains signal a major step forward in raw inference capability. Mark Jackson, Senior Product Manager at QumulusAI, explains that this level of performance is…
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How AI Is Transforming Private Equity Deal Evaluation and Portfolio Strategy
Artificial intelligence is rapidly transforming how organizations evaluate risk, analyze markets, and drive operational efficiency. In financial services alone, global AI spending is projected to surpass $97 billion by 2027, reflecting how deeply data-driven technologies are reshaping decision-making. For private equity firms—where hundreds of potential investments may be screened each year—the ability to analyze information…
The Tech-Enabled Hospital of the Future: Implications for Care Delivery
Gone are the days when a hospital was simply a place where patients received care. Today’s hospitals are rapidly evolving into highly connected ecosystems powered by advanced technology, networked devices, and real-time data. The modern hospital is no longer confined to physical walls—it’s a dynamic digital environment where data flows seamlessly, AI supports clinical decisions,…
Stop Chasing Titles, Build a Career That Matters: A CAO’s Advice on Long-Term Success
Career advice in finance and accounting often centers around promotions, titles, and compensation. But in an era where professionals frequently change jobs every few years—the average American worker now stays in a role for less than four years—industries are facing growing talent shortages and reevaluating what long-term career success looks like. The question many…
A CEO’s Blueprint for Career Success: Leading with Love to Drive Performance and Culture
Leadership right now feels heavier than it did just a few years ago. Teams are stretched, expectations are high, and many employees are quietly disengaged. In fact, Gallup’s 2025 U.S. data shows that only about 31% of employees are actively engaged at work, leaving the majority feeling disconnected or indifferent. For CEOs and senior…
