On‑device AI: delay, not derail

Apple has delayed some on‑device AI rollouts (Siri, MacBook Neo features), but the company is still doubling down on custom silicon, ML acceleration and secure deployment—treating the pause as tactical rather than strategic. The firm is also pricing hardware to expand the upgrade base that will host future edge AI capabilities. (tradingkey.com)

Bloomberg reports Apple’s smart‑home display project (internal code J490) has been finished but its launch was pushed to around September 2026 after the company delayed integration with the new Siri features. (bloomberg.com) Apple publicly acknowledged that some Apple‑Intelligence upgrades to Siri will not ship until 2026, saying the work is “taking longer than expected.” (cnbc.com) Internal testing has been shifted: engineers were told to run further Siri validation on an internal iOS 26.5 build after early iOS 26.4 tests showed reliability and latency problems and intermittent fallbacks to third‑party models. (macrumors.com) On the silicon side Apple released the M5 in October 2025 with a Neural Accelerator in each GPU core, a 16‑core Neural Engine and a nearly 30% increase in unified memory bandwidth (153GB/s), a leap Apple says yields over 4x peak GPU AI compute versus M4. (apple.com) Apple priced the new MacBook Neo to widen its install base — the A18 Pro‑powered 13‑inch model starts at $599 ($499 for education) and Apple’s specs claim up to 3× faster on‑device AI workloads versus a named Intel PC competitor. (apple.com) Corporate investments back the hardware play: Apple committed to building servers in Houston for “Private Cloud Compute” tied to Apple Intelligence and told investors it expects capex to keep rising (analysts peg fiscal capex around $14.3 billion after fiscal 2025’s $12.72 billion). (apple.com)(cnbc.com) Management has been reinforcing M&A and staffing moves for AI: CEO Tim Cook said Apple completed seven AI‑related acquisitions in 2025 and is reallocating headcount to accelerate Apple Intelligence development. (techcrunch.com)

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