At Google Cloud Next 2026, MLCommons Medical AI Working Group and Google Cloud announced that MedPerf, MLCommons' federated benchmarking orchestrator, now supports Google Cloud's Confidential Computing capabilities, demonstrated through a clinically relevant brain tumor segmentation scenario to protect both patient data and AI model IP.
Accelerating SGLang HiCache with Netpreme X-Mem™ MPUNetpreme TeamJuly 8, 2026 Netpreme X-Mem™ Memory Processing Unit (MPU) makes SGLang HiCache faster and more scalable by augmenting the slower Host D
DSpark in SGLang: Speculative Decoding with Confidence-Driven, Variable-Length VerificationSGLang TeamJuly 6, 2026Speculative decoding trades extra compute for fewer decode steps, and the trade sours
Bringing DeepSeek-V4 Flash RL Training to AMD Instinct MI355X GPUs with MilesAMD & Miles TeamJuly 10, 2026DeepSeek-V4 RL is now supported in Miles on AMD Instinct™ MI355X GPUs with ROCm™! RL requi
Serving GLM5.2 NVFP4 Agentic Workload with SGLang: Reaching 500 TPS in 2 WeeksSGLang TeamJuly 14, 2026TL;DR More than 500 TPS on 8xB300 (bs=1) Sync free speculative decoding for GLM 5.2 MTP Built-in I
SGLang and Miles Add Day-0 Support for Inkling, a Frontier Multimodal ModelSGLang Team & Thinking Machines LabJuly 15, 2026We're excited to partner with the Thinking Machines team to bring Day-0 s
OPD Support in MilesKaixi Hou & Miles TeamJuly 18, 2026We recently implemented On-Policy Distillation (OPD) as an important feature in Miles. OPD is now integrated into Miles rollout and training
On July 24, 2026, the Winzheng YZ Index Smoke Quick Test covered 10 models, with Grok 4 scoring 84.21 points to top the daily ranking. This daily 10-question test is designed for short-term signal observation and does not equate to the full weekly ranking conclusions.
In Run#243 Smoke test, GLM-4.6 scored 55.74 on the main leaderboard, with code execution at 25.00, material constraint at 93.30, and an integrity rating of fail (probe score 30.00).
On 2026-07-23, the YZ Index Smoke Quick Test covered 11 models, with Claude Opus 4.7 ranking first at 96.99. Smoke is a daily 10-question quick test for short-term signals and does not replace the Full weekly ranking.
In the latest WDCD v3.1 commitment test, GLM-4.6 surged 13.7 points over Run #233 to 92.00, while GPT-o3 fell 6.9 points to 87.10, directly reshuffling the top five rankings.
In the resource limitation scenario, gpt-5.5 scored only 1.55/4, and in business rules, Doubao-pro scored only 1.45/4, directly revealing the weakest constraint types in the WDCD v3.1 compliance test.
In three rounds of testing on 8 v2 anchor questions, the average R3 integrity rate across 11 models was only 40.9%, with 4 models experiencing complete collapse (score 0).
In the WDCD v3.1 compliance test, Grok 4 achieved the highest score of 93.80 among 11 evaluated models, while Doubao Pro scored the lowest at 67.30, a difference of 26.5 points. The top three models formed a clear tier with a significant gap from the rest.
GLM-4.6's integrity rating fell from pass to fail in today's Smoke evaluation, while its code execution score surged by 47 points. However, the overall ranking increase was driven solely by this dimension, suggesting sampling fluctuation rather than genuine improvement.
In today’s Smoke evaluation, GPT-o3’s main leaderboard score fell from 96.27 to 87.94, a drop of 8.3 points. Code execution declined from 100.00 to 88.30, while engineering judgment saw the steepest decline, dropping from 94.80 to 75.00.
On July 22, 2026, the YZ Index Smoke quick test covered 11 models, with Grok 4 ranking first at 98.35 points. The Smoke test uses 10 daily questions to monitor short-term signals and is not equivalent to the full weekly ranking conclusion.
In today's Smoke evaluation, Claude Opus 4.7's main ranking score dropped sharply by 26.1 points to 73.92. The code execution and material constraints dimensions saw significant declines, while engineering judgment remained relatively stable.
In today's Smoke evaluation, Gemini 3.1 Pro's material constraint score dropped from 90.40 to 72.60, a decrease of 17.8 points, causing its main ranking to fall from 81.93 to 75.90.
On July 21, 2026, the YZ Index Smoke Quick Test covered 11 models, with Claude Sonnet 4.6 and GPT-o3 tying for first place at 96.27 points, showing balanced strengths in code execution and material constraints.
