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Applied AI·October 15, 2026·1 min read

Meta releases Muse Spark Open, saying it is the most capable US open-weight model, with 816B total and 42B active parameters and a 1M-token context window

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A 42B active-parameter, 1M-token open-weight model tuned for agentic use on Apple desktops compresses the gap between local and cloud assistants. If you're building agents, you now have a credible on-device or hybrid path—revisit your dependency on single-vendor hosted LLMs.

Applied AI

Memo: Accenture has told many employees, some of whom had been spending as much as $1,000 monthly, that it will now only spend $29 a month per person on Claude

A hard cap from $1,000 to $29 per person on Claude spend shows the enterprise AI bill is now under procurement discipline—shadow AI usage is getting pulled into budget lines. If you’re an internal leader, expect to justify AI tool ROI with real metrics, and if you’re a vendor, assume per-seat price compression and push for usage-based or outcome-linked models.