Large Language Model Inference System Engineer New Grad - Applied Machine Learning

Adobe brings its Premiere video editing mobile app to Android. Adobe today officially announced the expansion of its Premiere video editing mobile application to Android devices, extending its flagship video capabilities to billions of smartphone and tablet users worldwide. The long-awaited release comes nearly a year after the app made its debut on iOS and marks a strategic move by the software giant to establish a permanent footprint in the mobile-first content creation landscape. The release comes at a critical moment for mobile video producers. With short-form video dominating platforms like YouTube Shorts, Instagram Reels, and TikTok, Adobe is stepping up to compete directly against aggressive rivals such as ByteDance's CapCut and Meta's Edits. To pull creators into its creative ecosystem, Adobe is offering the core Premiere mobile app entirely for free, completely free of forced advertisements, mandatory subscriptions, or restrictive watermarks on exported projects. Desktop power engineered for touch displays. Engineered specifically for touch interfaces, the new Android app ditches the legacy codebase of older utilities like Premiere Rush to introduce a modern, high-performance editor. Despite being built for handheld devices, the core editing environment offers a professional multi-track timeline that allows creators to stack, layer, and manipulate video tracks, audio clips, sound effects, text overlays, and graphic transitions. Frame-accurate trimming, precision clip splitting, and smooth speed controls let users fine-tune their edits with desktop-style accuracy on a touch screen. The app also includes deep support for creator-made templates and royalty-free stock assets sourced directly from the Adobe Stock library, allowing beginners to kickstart projects quickly without starting from a blank canvas. Discover more Internet of Things Try CAD Software Recognizing the diversity of the Android hardware ecosystem, Adobe has optimized the application across multiple screen form factors. Beyond standard slab smartphones, the interface features tailored, adaptive layouts built for foldable devices like the Pixel Fold series and Samsung Galaxy Z Fold line, as well as large-screen Android tablets. On foldable hardware, users can seamlessly edit across both folded and unfolded screen states, keeping the timeline and video preview visible in balanced configurations without disrupting the workflow. One of the standout additions brought directly over from Adobe's pro-grade audio stack is the AI-driven "Enhance Audio" tool. Designed to address the common challenge of poor mobile microphone quality, the feature uses machine learning models to isolate speech, eliminate ambient background noise, and automatically balance vocal levels with a single tap. In addition, a direct integration partnership with YouTube allows creators to export and publish their finalized edits straight to YouTube Shorts without leaving the app interface. Alongside its traditional multi-track tools, the Premiere mobile app comes integrated with Adobe's Firefly generative AI platform. Users can take advantage of AI features such as Generative Fill to alter backgrounds or remove unwanted elements from video clips, generate custom sound effects from short text prompts, and convert static images into fluid video B-roll. While all standard video editing, multi-track processing, and exports up to 4K resolution at 60 frames per second remain completely free, Firefly AI tools rely on a credit system. Users receive a recurring monthly allocation of generative credits, with options to purchase additional credits or cloud storage through optional in-app upgrades or through an existing Creative Cloud subscription. Technical specifications and system requirements. To ensure real-time rendering and fluid playback during multi-track 4K editing, Adobe has outlined clear baseline hardware requirements for Android users. Devices must be running Android 13 or newer and possess at least 5GB of system RAM. By establishing these parameters, Adobe aims to guarantee consistent performance across supported smartphones and tablets without lag or app crashing during high-resolution processing. Adobe noted that several high-demand features remain in active development for future updates. These include: * Desktop Project Handoff: The ability to seamlessly push incomplete mobile timelines into desktop Premiere Pro. * Advanced Typography: Deep integration with Adobe Fonts. * Automated Beat Detection: Auto-snapping video cuts to background audio tracks. * Keyframe Animation & Advanced Cropping Controls. Although the launch brings feature parity with the basic iOS release, Adobe emphasized that this initial Android rollout is only the start of a broader roadmap. Several advanced features are already scheduled for upcoming software updates. High on the priority list is seamless cross-device project handoff, which will enable creators to start an edit on their phone and push the open timeline directly into Premiere Pro on desktop for advanced color grading or heavy visual effects. Other upcoming additions include full support for Adobe Fonts, keyframe animation controls, automated audio beat detection, and expanded custom captioning tools. Market implications. Industry analysts see the launch as a key driver for capturing the next generation of creative talent. With growing markets in regions like India and Latin America adopting mobile-first or mobile-only creative workflows, offering a free, uncompromised tool on the world's most widely used mobile operating system allows Adobe to build brand loyalty early. By removing high subscription barriers and annoying watermarks, Adobe is positioning Premiere Mobile as an indispensable default editor for modern creators. The Adobe Premiere app for Android is available for global download starting today on the Google Play Store.

Digital assets newsletter - september 2026. Welcome to this month's RADAR, the newsletter keeping you up to date on the latest developments in the wave of global asset tokenization. Inside this issue, Republic provide updates on SpaceX and ByteDance, Coinbase's milestone tokenized equities deployment, and share key insights from Republic CTO Brian Aznar on Solana-driven tokenization, $500 minimums, and Republic Wallet infrastructure. Enterprise & technology highlights: SpaceX & ByteDance. SpaceX: satellite scaling & dual-track compute revenue. Starlink satellites stacked on a Falcon 9 upper stage before deployment in low Earth orbit. Credit: SpaceX Following its public listing, SpaceX continues to scale its Starlink satellite constellation - surpassing 12 million active subscribers across 160 countries powered by over 7,800 active satellites in low-Earth orbit. Simultaneously, the company is monetizing its high-margin compute infrastructure. Near-term revenue is anchored by large-scale terrestrial data center leasing - including high-density GPU cluster allocations to enterprise partners like Anthropic and Google. In parallel, SpaceX is advancing its long-term Starmind orbital compute roadmap, leveraging Starship to eventually deploy solar-powered AI satellite clusters into orbit. ByteDance: enterprise maas scaling & 2026 AI capex. ByteDance continues its enterprise momentum with the launch of Doubao 2.1 Pro via Volcano Engine, driving daily token volume across enterprise and automotive partners like FAW-Volkswagen. Simultaneously, the commercial rollout of Seedance 2.0's general API has scaled ByteDance's enterprise video generation revenue to $2 billion ARR, backing a broader $23 billion 2026 AI capital investment into custom silicon and next-generation world models. The evolution of digital assets & institutional RWA rails. Coinbase deploys tokenized equities on Base. In a major institutional milestone for on-chain equities, Coinbase launched tokenized versions of major U.S. stocks - including Apple, Nvidia, Meta, and Alphabet - natively on Base under the B20 standard. Supported at launch by a coordinated ecosystem of over 50 DeFi protocols for lending, routing, and yield collateral, the rollout demonstrates a turnkey transition toward continuous, 24/7 clearing and settlement for public equities on public blockchains. Institutional RWA acceleration across yield and treasuries. On-chain real-world assets (RWAs) have experienced major institutional expansion, with total distributed tokenized asset value reaching $39.2 billion - a more than threefold increase year-over-year. Tokenized U.S. Treasuries and government money market funds remain the primary growth engine, scaling to $15.9 billion (anchored by flagship vehicles like BlackRock's $2.8 billion BUIDL), while tokenized private credit expanded to $8 billion. This rapid acceleration is driven by institutional treasury managers utilizing T+0 settlement, continuous liquidity, and yield-bearing tokens as off-exchange trading collateral. Republic ecosystem & product update. CTO Brian Aznar on RWA access, Solana infrastructure, and $500 minimums. Republic CTO Brian Aznar recently joined Solana's "The Stack" to break down how tokenization fundamentally transforms private market accessibility. Highlighting how blockchain solves mechanical inefficiencies in traditional finance, Aznar detailed Republic's deployment of daily automated loan payouts (via Profitr) and the fractionalization of institutional funds - such as Hamilton Lane's infrastructure fund - down to a $500 minimum. Aznar emphasized Solana's low, predictable gas fees, near-instant settlement, and purpose-built security token standards with integrated OFAC/AML transfer controls as critical building blocks for institutional-grade RWAs.