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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.

Microsoft Unveils Sweeping AI Overhaul at Build Conference, Including Personal Agents, Reasoning Models, and Open-Source Security Tools

Microsoft Unveils Sweeping AI Overhaul at Build Conference, Including Personal Agents, Reasoning Models, and Open-Source Security Tools

Jun 03, 2026
The Deep View

Microsoft unveils a massive AI overhaul at its Build conference, introducing personal agents, a 35-billion-parameter reasoning model, and open-source security tools as CEO Satya Nadella positions the tech giant as a dominant force in the rapidly evolving enterprise AI market.

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