Under a sampling scope counting only 8 v2 anchor questions, the average R3 integrity rate across 11 models is only 51.3%, with 26 complete crashes (0 points) directly exposing systematic decay of constraints after third-round pressure.
In the WDCD v3.1 commitment-keeping test, Grok 4 ranked first with 94.00 points, while Doubao Pro placed last with 68.17 points. The 25.83-point gap was largely driven by their R3 pressure-round scores of 1.50/2 and 0.88/2, respectively.
A look back at the internet cafe software ecosystem that shaped China's early internet age — from billing systems and recovery software to LAN security tools and battle platforms — and how a generation found its "first computer" on a shared machine.
The 2026-08-23 YZ Index Smoke quick test covered 11 models, with DeepSeek V4 Pro ranking first at 82.64 points. Smoke is a daily 10-question quick test suited for observing short-term signals, not equivalent to the Full weekly ranking conclusions.
A retrospective on two decades of the Chinese input method war—from the Wubi-versus-Pinyin rivalry and the rise of smart Pinyin, to Sogou's search-engine disruption and the era of giants. It is the story of how the input method became China's first mass-market AI.
Gemini 2.5 Pro's main leaderboard score surged from 18.37 to 83.39 in a single day, with the material constraint dimension jumping from 12.10 to a perfect 100.00. The dramatic swing is most likely driven by question draw fluctuation in the small-sample Smoke evaluation rather than systemic changes in model capability.
The 2026-08-22 YZ Index Smoke quick test covered 11 models, with Claude Opus 4.7 ranking first with a score of 100. Doubao Pro and Qwen3 Max followed closely with 99.01 and 98.65, respectively.
In the late 2000s, China’s paid antivirus market was rapidly upended by the rise of free security software. From Rising’s iconic lion to Panda Burning Incense and 360’s “free forever” strategy, the shift reshaped an entire industry.
A look back at the definitive 2008 Windows XP software installation list—input methods, media players, download tools, and antivirus suites—and what became of each once-iconic app in the streaming era that followed.
In a deliberately designed sting operation, models across three tiers were handed four meaningless rules and put through seven rounds of social-engineering pressure. Not a single model violated any rule — and the results held even when the monitoring disclosure was removed.
Gemini 2.5 Pro received a failing integrity rating in the 2026-08-21 Run#288 smoke test, with a probe score of only 25.00, a main leaderboard score of 18.37, and code execution at 23.50. The result contrasts sharply with other models evaluated on the same day.
On 2026-08-21, the YZ Index Smoke quick test covered 10 models, with Claude Opus 4.7 ranking first at 95.08 points. Smoke is a daily 10-question quick test for observing short-term signals, not equivalent to the Full weekly ranking conclusion.
GPT-5.5's main leaderboard score fell from 98.35 to 88.27 in today's Smoke evaluation, a 10.1-point decline driven primarily by the material constraints dimension, which plunged 16.3 points from 100.00 to 83.70.
Claude Opus 4.7's main leaderboard score fell 8.2 points to 90.16 in today's Smoke evaluation, driven mainly by a 12.1-point single-day plunge in material constraint and a 5-point decline in code execution. The drop is likely attributable to small-sample question-draw fluctuation rather than systemic model degradation.
On 2026-08-20, the YZ Index Smoke quick test covered 11 models, with Claude Sonnet 4.6 ranking first at 94.61 points. Smoke is a daily 10-question quick test designed for observing short-term signals and does not replace the Full weekly ranking conclusions.
AI benchmark scores can mislead when used for critical decisions. This guide outlines seven essential checks—from data contamination to reproducibility and model cheating—for determining whether a benchmark result is trustworthy.
MLCommons has announced the release of MLPerf Client v2.0, the latest version of its industry-standard benchmark for PC AI performance, introducing new image generation and agentic AI test categories alongside upgraded LLM inference workloads.
SGLang Adds Day-0 Support for Muse Glimmer, a Multimodal Model Built for Local Agentic WorkflowsMeta Superintelligence Labs and the SGLang TeamAugust 10, 2026We're excited to partner with Meta Superin
Unified Radix Cache: One Tree for Hybrid Model Prefix CachingZhangheng Huang, Ke Bao, Yi Zhang, Jialin Ouyang, Sicheng PanAugust 11, 2026Introduction Prefix caching reuses KV when requests share the s
SGLang Adds Day-0 Support for NVIDIA Nemotron 3.5 LightningNVIDIA Nemotron Team and SGLang TeamAugust 11, 2026SGLang is excited to announce Day-0 support for NVIDIA Nemotron 3.5 Lightning, a customiza
