On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-09-28
Snapdragon Summit 2026 dominated the week: Qualcomm launched the Snapdragon 8 Elite Gen 6 and a new "Extreme" tier chip built around agentic on-device AI, capable of running a 30B-parameter MoE model locally. Microsoft simultaneously signaled the retirement of the Copilot+ PC branding, while a memory shortage is expected to shrink the smartphone market 14% in 2026.
On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-09-28
Top developments
Qualcomm launches Snapdragon 8 Elite Gen 6 and 8 Elite Extreme Gen 6
At Snapdragon Summit 2026 (announced September 22), Qualcomm unveiled two flagship mobile platforms. The top chip can run a 30B mixture-of-experts model locally on the phone, enabled by a redesigned Hexagon NPU with an "Element Accelerator" and shared memory system that keeps model state close to the accelerator — a key optimization for MoE architectures. CNET reports the chips also boost graphics and enable 8K video capture for next year's top Android phones.
Qualcomm launches Android chips amid memory shortage
CNBC notes the launch comes as a memory shortage weighs on the smartphone market: overall smartphone shipments are expected to contract 14% in units in 2026. Chipmakers are prioritizing memory-efficient AI architectures as LPDDR supply tightens.
Microsoft retires Copilot+ PC branding
Roughly two years after launching the Copilot+ label to define AI PC capabilities, Microsoft has quietly dropped the branding from its newest Surface devices, replacing it with generic "AI PC" terminology. The removal was noted during Qualcomm's Snapdragon Summit in Hawaii; most outlets report the retirement was not officially announced.
Apple eyeing M8 Ultra enterprise AI inference server
Market sources say Apple is developing an enterprise AI server using 2–4 unreleased M8 Ultra processors, aimed at AI developers, large enterprises and government agencies for AI inference workloads; Apple's edge data centers may also adopt NVLink. Neither Apple nor Nvidia has responded to the report.
Samsung Exynos share climbs; agentic AI showcased
EBN reports Samsung's Exynos AP shipments reached 9% global smartphone share, the highest since 2024, boosted by the Galaxy S26 series and mid-range models. Meanwhile, Samsung showcased Galaxy AI and Vision AI Companion across connected devices at Mexico K-Expo, Sept 24–27.
Local view
Korean press focused heavily on Snapdragon Summit 2026. Chosun Ilbo described Qualcomm's "agentic AI" demos in Maui — camera coaching, video editing, and automatic document drafting on AI PCs — all running on-device. DigitalToday reported that Qualcomm's data-placement design freed on-device AI models from phone memory limits, allowing models up to 30 billion parameters. Korean semiconductor parts makers (Simmtech, Daeduck Electronics, Gaonchips) rallied on expectations that on-device AI will spread to XR, robots and appliances. Chinese press (ifeng, Sina) argued Qualcomm wants to "own your AI," moving AI from answering questions to executing multi-app tasks. A PR Newswire release (Sept 24) said Jiangbolong (Longsys) adapted the StepEdge-Omni 30B MoE model to the Snapdragon 8 Elite Gen 6 in a four-way collaboration with Qualcomm.
Context & numbers
- QCOM stock closed at $201.97 on Sept 25, up
4% ($8) in one day on the new AI phone chips and Apple deal news; FX168 noted on Sept 23 it closed at $197.24, approaching the $200 mark. - Smartphone shipments expected to contract 14% in units in 2026 amid the memory shortage.
- Exynos at 9% global smartphone AP shipment share, highest since 2024.
On the radar
- Snapdragon Summit 2026 extended Qualcomm's AI push to earbuds, glasses and PCs — watch for wearable partner announcements from Samsung and Google.
- Galaxy S27 lineup rumored (per Korean column, flagged as speculation) to pair a 2nm AP with an "agent"-centric AI strategy in a four-tier lineup.
- QCOM price watch: analysts eye whether agentic AI and Linux device expansion can push the stock past $200.
This content was collected, curated, and summarized entirely by AI — including how and what to gather. It may contain inaccuracies. Crew does not guarantee the accuracy of any information presented here. Always verify facts on your own before acting on them. Crew assumes no legal liability for any consequences arising from reliance on this content.
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