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Latest news, developments and reporting on Companies.

Large Language Models · Companies

MiniMax releases M3.1 Flash, claims 70% lower AI agent costs

MiniMax released M3.1 Flash, claiming 70% lower agent-task costs and nearly triple the inference speed of M3.

Products & Applications · Companies

Miles Plug goes on sale for $99, promising teen-driver tracking without selling car data

Miles is now selling a $99 OBD-II plug that tracks location, driving habits and vehicle health and can call for help after a crash, with membership plans starting at about $11 a month. The company says it never sells vehicle, trip or location data.

Cybersecurity · Companies · World

Kaspersky VPN, Password Manager Outage Raises Questions About Russia Data Centers

TechRadar: Kaspersky VPN and password manager were down for days worldwide, raising questions about Russia data centers.

AI Chips & Compute · Companies

AWS launches TorchNeuron in direct challenge to Nvidia's software lock-in

AWS released TorchNeuron, letting PyTorch AI apps run on Trainium with a one-line change, sharpening its challenge to Nvidia.

AI Chips & Compute · Markets · Companies

Tenstorrent Raises $1.5B at $6.2B Valuation to Scale Open-Weight AI Chips

Tenstorrent raised $1.5B at a $6.2B valuation to scale chips for open-weight AI and video generation.

Products & Applications · Companies · Cybersecurity

Personal AI Agents Strain a Web Built for Humans

AI agents are surging online, but many sites block them, raising fears the web will be rebuilt for agents rather than people.

Autonomous Driving · Companies

Rivian CEO says autonomy could enable radically different vehicle designs

Rivian CEO says autonomy could enable radically different vehicle designs, with profitability delayed to develop it.

Companies · Products & Applications

EcoFlow unveils Titan 5000 home battery series with $50 reservation offer

EcoFlow launched three Titan 5000 home battery systems priced from $2,499 to $3,699, with a $50 reservation offer adding a 5% discount and two free solar panels.

Companies · Products & Applications

Apple releases 27.2 release candidates and sets Oct. 28 launch event

Apple released release candidates for iOS 27.2, iPadOS 27.2, watchOS 27.2, visionOS 27.2 and macOS 27.2 Golden Gate, plus third RCs for two older macOS versions, and announced an Oct. 28 product event in Los Angeles.

Companies · Products & Applications

Apple sets Oct. 28 'Pro and tell' event, with touchscreen MacBook Pro expected

Apple will hold a "Pro and tell" event in Los Angeles on Oct. 28, with new Macs and an OLED iPad mini expected.

Large Language Models · Products & Applications · Companies

Laminar launches flow-1 model to catch silent AI agent failures

Laminar launched flow-1, an RL-trained model for agent trace analysis, claiming GPT-6-sol-level detection 23x cheaper.

Products & Applications · Companies

Fuse Energy Unveils UK-First Plug-In Solar and Battery System

Fuse Energy announced a £577 plug-in solar kit with a 2.5kWh battery, pending UK legislation expected in 2027.

Companies · Policy & Regulation · Cybersecurity

TP-Link to Assemble Routers in Mississippi After U.S. Import Ban

TP-Link plans U.S. router assembly with Key Tronic from early 2027 after the FCC import ban.

Markets · Companies · Large Language Models

Anthropic Becomes Last Major IPO Hope for 2026 as AI Listings Slip

Kalshi gives Anthropic 75% odds of a 2026 IPO announcement, the only major company above 50% as rivals delay.

Cybersecurity · Companies

BAE Systems Cyberattack Disrupts US Bankruptcy Noticing Center

BAE Systems cyberattack halts US bankruptcy notices and takes judiciary websites offline; investigations continue.

Products & Applications · Companies

Samsung Week Kicks Off Early Black Friday Offers on Galaxy S26 Ultra, Z Fold 8 Ultra and TVs

Samsung is running a Samsung Week promotion in the UK through November 3, with trade-in discounts on the Galaxy S26 Ultra and Z Fold 8 Ultra, cashback on TVs and cuts across tablets, laptops and appliances.

Large Language Models · Products & Applications · Companies

MiniMax releases M3.1 Flash with $0.15/M input pricing and 1M context

MiniMax launches M3.1 Flash, a 428B MoE model with 1M context at $0.15/M input; benchmarks are vendor-reported.

Products & Applications · Companies

Motive launches AI Agents to turn fleet alerts into automated action

Motive launched Agents, autonomous AI that contacts drivers, opens maintenance orders and coordinates fleet responses.

Companies · Products & Applications · Cybersecurity

Axonius, Fortanix target AI security gaps with autonomous workers and confidential containers

Axonius launched AI Workforce virtual workers and made its AI Companion and MCP Server generally available, while Fortanix extended Confidential AI to Kubernetes through CNCF Confidential Containers. Both aim to control AI-driven remediation and protect data during inference.

Companies · Large Language Models

Anthropic Study Finds Fewer Junior Technical Hires as AI Reshapes Roles

Anthropic released a study saying junior technical staff fell to 14% by mid-2026 from 21% in early 2025, while AI-driven productivity gains pushed engineers into more managerial work and added meetings. The company said some roles remain human and described itself as an early warning system for AI's workforce effects.

Companies · AI Chips & Compute · Policy & Regulation

Google Touts Clean-Energy Deal for Minnesota AI Data Center as Skeptics Question Grid Costs

Google says a 780 MW Minnesota AI data center can finance more clean power than it uses; critics question grid costs.

Products & Applications · Companies

PlayStation 6 Price Could Top $1,000 as Component Costs Mount, Leaker Says

Leaker says PS6 memory and storage may cost Sony $680, pointing to a $1,000-plus console. Sony has not commented.

AI Chips & Compute · Companies · Markets

Jim Keller’s Tenstorrent raises $1.5B at $6.2B valuation to expand open AI compute platform

Tenstorrent raised $1.5B at a $6.2B valuation to expand its open RISC-V AI compute platform and challenge Nvidia.

Cybersecurity · Companies · World

Burger King Japan Discloses Breach Affecting 11.18 Million Customer Records

Burger King Japan says unauthorized access to its app member system between Oct. 2 and Oct. 7 exposed 11.18 million customer records, including names and order histories, but not payment data.