This week on Tom's Hardware Premium: September 12, 2026 — Benchmarking Qwen 3.8, the splintered compute economy and AI breakthroughs
This week on Tom's Hardware Premium, we benchmarked Qwen 3.8 on a slew of different hardware, ruminated on the state of modern computing after returning from IFA 2026, and broke down everything
This week on Tom's Hardware Premium, September 12, 2026, brings a comprehensive roundup of AI developments and hardware advancements. GPU expert Jeff Kampman benchmarks Qwen 3.8 27B on various devices, revealing that configuration is as crucial as raw performance in achieving high token-per-second outputs. At IFA 2026, companies unveiled new devices with prices escalating beyond traditional enthusiast budgets, with mid-range desktop and laptop systems experiencing price surges due to AI data center demand.
AI materials provider Ajinomoto faced a 30% price increase in ABF substrates, a critical component in AI accelerators, due to unexpected demand. Semiconductor giants TSMC, Intel, and Samsung backed ASML's development of larger High-NA EUV photomasks, transitioning from 6×6-inch to 6×12-inch masks, which could revolutionize chip manufacturing efficiency.
Lastly, OpenAI's GPT-6 Astra model, touted as an AGI-like frontier-level AI, topped performance charts but raised concerns over alignment challenges and plagiarism allegations.
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