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Nvidia announced full-scale production of its Spectrum-X Ethernet Photonics co-packaged optical switch for AI factories, using 200G-per-lane links. SK hynix simultaneously published a CPO technology roadmap targeting over 100 Tb/s per node, sub-1 pJ/bit energy consumption, and sub-10 ns chip-to-chip latency.
Merck與Moderna宣布，個性化腫瘤疫苗intismeran autogene在黑色素瘤III期試驗中取得陽性結果，與PD-1抑制劑聯用可顯著改善無復發生存期及無遠處轉移生存期。該療法利用患者腫瘤突變資料與AI篩選新生抗原，為每位患者製作專屬mRNA疫苗。
Moderna and Merck reported that a personalized mRNA therapy, intismeran, combined with Keytruda met key recurrence and distant-metastasis survival endpoints in a prespecified interim analysis. The approach uses AI to select up to 34 tumor-specific neoantigens for an individually manufactured treatment.
KernelArc is a multi-agent framework for autonomous GPU kernel optimization across heterogeneous workloads. On NVIDIA H100 and B200 GPUs, its implementations ranked first on representative L1, L2, Quantization, and FlashInfer tasks in the July 30, 2026 SOL-ExecBench snapshot.
Moderna and Merck reported positive Phase 3 results for personalized mRNA cancer vaccine mRNA-4157 combined with pembrolizumab in high-risk melanoma after surgery. The treatment significantly improved recurrence-free and distant metastasis-free survival versus pembrolizumab alone, though detailed data and overall survival results are still pending.
A Reddit discussion examines the risks of grouping underrepresented classes into a catch-all category in multiclass classification. It questions whether heterogeneous labels distort decision boundaries and whether rare classes should instead be handled through out-of-distribution detection or excluded from training.