AI News

Cerebras Reveals Full Technical Details of Trillion-Parameter Deployment: 59 Wafers Run a 3-Trillion-Parameter Model at Over 1,000 Tokens per Second

Cerebras detailed how it runs Moonshot AI's roughly 3-trillion-parameter Kimi K3 across 59 WSE-3T wafers, achieving 1,000 to 2,000-plus tokens per second with a pipelined, weight-stationary design. It also benchmarked Kimi K3 against GPT-5.6 Sol on agentic tasks and outlined open questions around commercialization and wafer supply.

Cerebras 推理加速 晶圆级芯片
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US Creative Industries Shed Over 200,000 Jobs in Four Years as AI Commercialization Timeline Closely Overlaps

The US media, film and television, publishing and graphic design sectors lost more than 200,000 jobs over the past four years, including 50,000 in the past year, with film and television layoffs reaching a historic peak. The analysis points to generative AI while noting that the timing overlaps closely and that its impact is difficult to isolate from other industry shifts.

AI就业影响 创意产业 劳动力数据
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Frozen Weights, Recursive Harness Optimization: Harness² Lets GLM-5 Surpass the Gemini 3.5 Flash Baseline in a Single Step

With model weights fully frozen, Harness² recursively optimizes the eight-file agent harness and raises GLM-5's WorkBuddy-Bench score from 64.2 to 75.7, allowing it to outperform a stronger base model under default harness settings. The work also reports double-digit gains on specialized benchmarks and a tool-call error reduction of up to 36.8%.

AI智能体 Google Research 基准评测
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