Machine Learning

1051 articles found

Apple Silicon Surges as AI Developers Flock to Macs, Causing Multi-Month Backorders

Apple Silicon Surges as AI Developers Flock to Macs, Causing Multi-Month Backorders

Jun 04, 2026
The Deep View

Apple Silicon is dominating the AI hardware revolution, with Mac mini and Mac Studio machines facing four to five month backorders as developers flood to Macs for on-device AI processing, while approximately 90% of frontier AI lab developers run Macs, pushing OpenAI, Google, and Perplexity to launch their biggest desktop …

New 'Wall Attention' Variant Delivers Per-Channel Forgetting Rates and Efficient Autoregressive Decoding With Full GQA Support

New 'Wall Attention' Variant Delivers Per-Channel Forgetting Rates and Efficient Autoregressive Decoding With Full GQA Support

Jun 03, 2026
GitHub

A new attention variant called Wall Attention launches with per-channel, per-timestep multiplicative decay for independent forgetting rates, backed by optimized Triton kernels enabling efficient autoregressive decoding, full GQA support, attention sinks, sliding windows, and sequence packing with verified numerical accuracy.

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