Amazon is deepening its push into custom semiconductors as it retools Alexa and its hardware lineup for an era in which artificial intelligence runs directly on devices rather than relying solely on the cloud. Panos Panay, the company’s head of devices and services, said on CNBC’s “The Tech Download” podcast that “end-to-end silicon” is now central to how Amazon designs core products such as the Echo Show 8, Echo Show 11 and select Fire TV models. Those devices already ship with Amazon’s in-house AZ3 family of chips, which are engineered to handle increasingly complex AI workloads locally.

The strategy is closely tied to Alexa+, the upgraded assistant that Amazon has begun rolling out in the US. Panay described Alexa+ as more contextual and proactive, an agent that learns about a user’s life and can carry out tasks based on natural, conversational requests. To support that vision, Amazon has developed two related chips: the AZ3, which improves wake-word detection and audio processing in products like the Echo Dot Max, and the AZ3 Pro, which powers on-device language and vision AI in devices including the Echo Studio, Echo Show 8 and Echo Show 11. Both chips integrate a dedicated AI accelerator designed to run models on the device itself, reducing latency and enabling faster, more fluid interactions.

Despite that focus on local processing, Amazon’s on-device AI still has clear limits. Panay confirmed that the generative AI capabilities underpinning Alexa+ — the open-ended, more elaborate conversational queries that differentiate the new assistant — continue to run in the cloud. The privacy benefits and reduced data transfer associated with on-device inference therefore apply mainly to specific tasks such as wake-word detection, audio processing and certain language and vision workloads. The split between what runs on the device and what remains in Amazon’s data centers, he indicated, is driven primarily by the computational demands and physics of current silicon rather than by company policy.

Amazon’s chip ambitions extend beyond living-room hardware. The company has moved into wearables through the acquisition of Bee, a startup whose $49.99 wristband marked what Panay called Amazon’s first step toward “on-the-go” devices. He said there is a “whole roadmap of on-the-go devices” in development, all designed to stay contextually connected to a user’s home and workplace and tied together by Alexa. Panay suggested that as AI models improve, consumers may gradually move away from interacting through apps and screens and instead rely more on voice and conversational interfaces, with an expanding array of Amazon-built devices — powered by homegrown silicon — acting as the primary access points.

Pemerintah Provinsi Jawa Tengah menjadikan gelaran lari lintas alam sebagai salah satu ujung tombak pengembangan sport tourism. Muria Trail Run 2026 di Desa Rahtawu, Kabupaten Kudus, menjadi etalase utama strategi tersebut, dengan menggabungkan konsep Eco Green Sport Tourism dan penguatan ekonomi lokal. Ajang yang memasuki tahun kedua ini dijadwalkan berlangsung pada 1-2 Agustus 2026 di lereng Gunung Muria.

Untuk membangun eksposur dan basis peserta, panitia bersama Pemprov menggelar "Road to Muria Trail Run" di Stadion Jatidiri, Semarang, pada Sabtu, 4 Juli 2026. Sekretaris Daerah Jawa Tengah, Sumarno, membuka dan ikut ambil bagian dalam fun run sejauh lima kilometer yang diikuti 100 pelari dari 13 komunitas lari dan trail run. Sumarno menegaskan, maraknya penyelenggaraan trail run di berbagai kabupaten/kota merupakan bagian dari agenda besar menjadikan event serupa tersebar di seluruh Jawa Tengah guna mengerek pariwisata olahraga.

Di Rahtawu sendiri, Muria Trail Run 2026 dihadirkan bukan sekadar sebagai lomba lari. Tahun ini panitia mengusung tema "Hajatan Rahtawu" yang memadukan tantangan menaklukkan jalur lereng Muria dengan nuansa pesta kampung khas desa setempat. Nuansa hajatan itu diwujudkan melalui sajian kuliner tradisional, dekorasi bernuansa lokal, serta keterlibatan warga dalam berbagai aspek penyelenggaraan, mulai dari homestay, transportasi, konsumsi hingga kebutuhan operasional lainnya.

Event Director Muria Trail Run 2026, Yuda Kristiawan, menyebut pelibatan warga menjadi fokus utama agar manfaat ekonomi tidak berhenti di level panitia dan peserta. Dengan desain tersebut, arus belanja peserta diharapkan langsung mengalir ke masyarakat desa melalui layanan akomodasi, logistik, dan produk lokal yang mereka sediakan. Yuda menambahkan, Muria Trail Run juga membawa semangat "Stride for Sustainability" dengan menonjolkan kepedulian terhadap kelestarian lereng Gunung Muria, sehingga peserta tidak hanya menikmati lintasan alam, tetapi juga diajak berkontribusi pada konservasi kawasan.

Memasuki tahun kedua penyelenggaraan, panitia menargetkan lebih dari 500 peserta, atau dua kali lipat dari tahun sebelumnya. Hingga awal Juli, sekitar 80 persen kuota telah terisi sementara pendaftaran masih dibuka hingga 18 Juli 2026. Melalui kombinasi promosi lewat roadshow komunitas lari, pengemasan budaya desa, dan penekanan pada aspek lingkungan, Muria Trail Run 2026 diposisikan sebagai model bagaimana sport tourism dapat menjadi instrumen untuk menggerakkan ekonomi lokal sekaligus memperkuat citra destinasi wisata alam Jawa Tengah.