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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The Degree That Pays You Back: How Employer-Sponsored Apprenticeships Are Rewriting Higher Ed
Higher education is under pressure. Over the past few years, public confidence in the value of a four-year degree has declined significantly, with fewer Americans expressing a strong belief that traditional higher education delivers a worthwhile return on investment. At the same time, employers consistently report that graduates lack job-ready skills—particularly the “durable skills”…
Turning Denial Data Into Action: How Healthcare Organizations Can Fight Back Against Payer Denials
Healthcare providers across the U.S. are facing a growing wave of claim denials that is putting pressure on already strained hospital finances. Industry research from the American Hospital Association shows that nearly 15% of medical claims submitted to private payers are initially denied, forcing hospitals and health systems to spend about $19.7 billion annually attempting…
ISE 2026: Jabra Unveils Scalable Room Solutions for the Hybrid Workplace
At ISE 2026, Jabra highlighted how meeting technology is evolving to support the realities of hybrid work, where the experience must be equally effective for people inside and outside the room. In a conversation with Craig Durr, Chief Analyst and Founder of The Collab Collective, Jabra’s VP of Video Product Olly Henderson explained that…
The Marketing AI Pulse Brief for Feb 2026: Trust in the World of LLM Ads, OpenClaw, Reddit & More!
Starting in 2026, The Marketing AI SparkCast alternates between the Marketing AI Pulse Monthly Brief and in-depth interviews with leading marketing AI innovators. This episode is the February 2026 edition of the Monthly Brief and focuses on trust and authenticity in an AI-driven world. Aby Varma and Matt Cyr explore the emergence of advertising inside…
