Selected industry news from AIHOT. Follow advances in AI, products and technology.
AIHOT · Selected summaries with original sources · Nov 3, 2026, 9:00 AM
Polish parcel locker company InPost, in partnership with Polish telecom company Zowie, has launched an AI customer service agent. It supports modifying delivery times, changing recipient addresses, resending pickup codes, and remotely opening locker doors. The system is already running in production environments in Poland, the UK, and France, handling over 1000000000 parcels annually.
According to data from SAM.gov and USAspending analyzed by the Center for Strategic and International Studies (CSIS), federal agencies signed 2,255 contracts containing AI components between fiscal years 2019 and 2025, with total obligations amounting to $4.1 billion, of which the Department of Defense accounted for 82.8%. However, an analysis of 75 AI-related solicitation notices found that 54.7% did not specify any governance clauses, while hard accountability clauses (such as red team exercises and incident reporting) appeared in less than 10% of cases. Data rights clauses were the only high-frequency item (35%).
Lawyer Yang Hong points out that domestic prohibitive regulations on virtual currency-related businesses do not automatically exempt them from tax obligations, and tax payment certificates cannot prove that the business model, fund flows, or settlement channels are legal and compliant. The regulatory system focuses on whether a business can operate, while the tax system focuses on the nature of income and filing obligations. Combining Document No. 42 [2026] issued by the People's Bank of China (Yin Fa), the article analyzes tax characterization and compliance risks in three typical scenarios (domestic remote services, digital asset disposal, and operations by overseas entities), emphasizing the need to use four types of evidence—contracts, on-chain records, bank statements, and tax materials—to mutually corroborate the substance of transactions.
On September 25, Aave launched its Equities Hub on the Base chain, supporting 7 tokenized US stock assets including Apple, NVIDIA, and Tesla as collateral for borrowing USDC; one week prior, Morpho also introduced a similar market on Base.
At IROS 2026, Sharpa released the D01 robot, W02 dexterous hand, and AE01 exoskeleton data glove; Daimon displayed the DM-Tac sensor, Data-Nexus data collection system, and the tactile-anchored world model Daimon-TWM; Paxini listed embodied tactile data on its marketplace with price tags for sale.
Dragonfly Managing Partner Haseeb Qureshi delivered a speech at the TOKEN2049 conference, noting that agentic payments have not exploded as expected at the beginning of the year. Mainstream consumer-grade agents actually rely on sub-cards issued by Visa, Stripe, etc., rather than crypto protocols. The core value of agents for crypto does not lie in payments, but in enhancing crypto usability and security as user proxies, and serving as a key interface for individuals to counter the panopticon and regain control over privacy in the context of AI strengthening state surveillance capabilities.
Today AI, created by Qi Junyuan, founder of Teambition, launched its domestic version on September 24. It has already integrated with common domestic applications such as Feishu, DingTalk, Tencent Docs, and email. During a ten-day hands-on test, the author found that it can proactively push morning and evening reports based on user profiles, maintain continuous conversations across topics, send and receive voice messages, images, and files within WeChat, and directly parse zip packages to call Claude Opus 5 for game mod localization. However, it also revealed issues such as misjudging clear rule-based problems like installation paths and overcomplicating light tasks (e.g., generating sparring copy as a webpage), demonstrating an 'imbalance in judging task weight'.
StepFun announced that its first large model-native intelligent agent phone, STEPX Neo, will be officially released at 7 PM on October 13. The device features the self-developed intelligent agent operating system Step AOS and has passed the national AI terminal L3-level intelligence grading standard test. It includes the built-in personal intelligent agent Step Amoo, which supports cross-application task scheduling via single-sentence commands, such as generating PPTs by voice, calling errand services to deliver documents, and automatically booking tickets and drafting leave requests after recognizing posters via photo.
Developer mgchao released the rewritten version of the Snow Shot open-source screenshot software, implemented based on Qt Widgets and Rust, with an initial private working set memory of approximately 9.7 MiB; it supports screenshot annotation, HDR processing, OCR (including table recognition), screen recording, and MCP interface; a streamlined version, Snow Shot Mini, was also launched simultaneously; the project is open source (GPL-3.0-or-later), supporting Windows and macOS (Arm64/x64), with the official website at snowshot.top, and source code and downloads available on GitHub.
Opposable has released an agent operating system for iPhone and Android, enabling MCP clients such as Claude Code and Codex to remotely control real phones via USB/Wi-Fi/relay to perform operations like opening apps, reading screens, clicking, and typing. An APK is available for Android; iPhone requires a Mac relay (Beta). It offers a free local version, Pro subscription ($8/mo), Power ($29/mo), and cloud phone services ($19–$149/mo); all payment operations require manual user approval.
AppNotes v1.2 has been released, adding monitoring for App Store apps and in-app purchase prices, free promotion alerts, multi-category management, batch organization, and a native three-column interface; all data is stored locally, no account is required, and it supports macOS 15+ and Apple Silicon Macs; the open-source license is MIT.
Residents in many parts of the United States have rejected data center projects by high margins or blocked them for extended periods; a Gallup poll in May 2026 showed that 71% of Americans oppose building AI data centers locally, far exceeding the 53% opposition rate for nuclear power plants. Main reasons include rising electricity and water prices, continuous noise pollution, limited actual job creation, and difficulties in cross-state infrastructure approval under the fragmented U.S. grid system along with failed cost-pass-through mechanisms. Tech giants are shifting toward upstream integration of power supply by building their own power plants, acquiring energy companies, and restarting nuclear power plants.
UniPat AI has released PaperBenchX, the first end-to-end paper reproduction evaluation benchmark targeting 12 research directions including electromagnetics, photonics, chemistry, materials, biology, and robotics. It includes 93 real paper tasks and 3,168 expert-verified scoring items. Tests show that the strongest model, GPT-6 Astra, achieved a complete reproduction rate of only 13.98%. The benchmark requires agents to submit reproducible workflows in real scientific software environments; the system deletes outputs, isolates and reruns after network disconnection, and only accepts replay artifacts. 12 test tasks have been open-sourced, while 81 closed test tasks are maintained.
CrowdStrike reported that a suspected native Chinese speaker used the open-source AI penetration testing tool ARTEX to breach multiple South Korean financial institutions from late September to early October 2026; Shinhan Bank alone had over 25,000 records containing names, contact information, income, and credit limits stolen. ARTEX is based on models such as DeepSeek v4.1-flash, GLM-5.3, and Grok 4.6, and Claude Code session logs were also found in its public directory. South Korean financial regulators held an emergency meeting, and President Lee Jae-myung demanded a thorough investigation. Previously, Anthropic confirmed that GLM-5.3's ability to write exploit code is close to Mythos Preview.
Binance has launched the Binance Intelligence system, in which AI Pro is designed for advanced users. It supports describing trading logic in a single sentence (e.g., a long strategy for BTCUSDT perpetual contracts), automatically generates modifiable Workflows, and integrates with simulation accounts for testing. In practical tests, AI Pro was able to call real-time Earn data, identify discrepancies in account balances, exclude high-risk products, and perform hierarchical parsing and parameter clarification for complex multi-period conditions.
Proton Drive for Linux is a FUSE-based virtual file system that mounts Proton Drive as a local directory on Linux; file metadata is synchronized in real time, content is downloaded on demand, and write operations are buffered locally before being uploaded after a timeout. The project was created by an independent developer, is not officially supported by Proton AG, and is currently in an early stage without formal release.
albericoyjq released Chrome extension FrameScraper 0.1.9, which supports extracting data from HTML tables, iframes, and nested iframes. It adapts to pagination, virtual lists, and some Canvas-rendered tables (such as Feishu/Lark tables). Export formats include CSV, TSV, JSON, and XLSX, with all data processed locally in the browser. Currently, support for Canvas tables is not yet universal, and recognition accuracy on complex pages is still being improved.
The article analyzes Tesla and SpaceX's plans to build Terafab chip manufacturing facilities to enhance autonomy in the computing power supply chain, while also noting that Microsoft is introducing large model local inference to end-user devices such as the Surface Laptop Ultra through its Windows hybrid intelligence solution; both companies are redefining the cost boundaries and control over AI computing power from the chip manufacturing end and the end-user device side, respectively.
SemiAnalysis released a research report on Chinese data centers, estimating that as of 2026, ByteDance has leased over 4GW of delivered data center capacity, accounting for approximately one-fifth of the national total; China's total data center capacity is expected to reach 24GW by the end of 2026, but traditional facilities are difficult to economically retrofit into high-density AI server rooms, driving rapid implementation of wholesale new-build projects to meet AI demand; the report indicates that chip supply, rather than the speed of data center construction, has become the primary bottleneck.
Halo is a tool that provides a Dynamic Island experience on any Mac (with or without a notch), supporting display on the top, left, or right edges; version 1.4 adds Claude Code and Codex usage limits, Focus/Break timers (with minute ticks), battery status for each device, and System Settings-like windows within the Dynamic Island; on Apple Silicon devices, brightness keys can control the actual backlight, contrast, and input source of external displays via DDC/CI; it also supports Now Playing, file shelves, and clipboard features; no account required, with a 3-day free trial.
Starting from the last week of October, eligible Galaxy users in the United States can send USDC via Samsung Wallet to compatible crypto wallets overseas or to qualified bank accounts in more than 60 countries; the service covers 82000000 devices. Coinbase handles custody, Bastion provides compliant stablecoin infrastructure, and Solana and Sui provide blockchain support. Samsung does not charge fees for transfers to external wallets, and recipients can receive local fiat currency directly without needing to open a crypto wallet, although third parties may charge fees.
Independent developer Tw93 evolved the open-source Mac cleanup tool Mole CLI into the paid desktop app Mole, keeping the CLI open-source and free while charging only for the desktop version. The product focuses on three types of new junk in the AI era (compilation artifacts, old versions of AI tools, and model files), employing a three-tier safety strategy to distinguish deletable items, explicitly protecting Ollama/HuggingFace model paths and AI session records. The interface design emphasizes 'view before delete', local processing, accessibility, and silent experience, with continuous iteration of features and pricing based on emails from global users.
Taylor77 integrated the Jev decision model into an AI schedule assistant and compared three workflows: A (original process), B (optimized context segmentation only), and C (B + Jev). Among 48 cases, Workflow B achieved an exact match rate of 46/48, while Workflow C dropped to 38/48. In 24 holdout cases, Workflow B scored 23/24, while Workflow C scored 17/24.
Steamac is an open-source Mac tool that runs an ARM64 version of SteamOS in a virtual machine on M-series chip Macs via libkrun, and uses FEX and Proton to run Windows games. Several games have been verified, including Death's Door and the Stellar Blade demo; the Stellar Blade demo achieves approximately 60 FPS on an M4 Max. It requires downloading a 4.5GB image, with half of the memory allocated to the virtual machine by default.