Apple is developing smart home devices with LG that will be sold under the LG brand, including a doorbell, thermostat, deadbolt lock, and three cameras. The lineup is expected to reach the market in early 2027. Apple’s own smart home hub and updated HomePod mini and Apple TV are also due next Tuesday, with the hub designed to control devices and support facial and voice recognition.
TheCUBE’s interview series on the Supermicro Open Storage Summit argues that enterprise storage strategy is becoming central to making AI deployments reliably deliver business results. The coverage highlights that key-value caches for inference can outgrow GPU memory, requiring additional storage tiers to balance capacity and fast access. As organizations move pilots to production, they must adopt workload-specific, operationally controlled storage systems and improve data access, orchestration, and governance across the full data life cycle.
MasterClass is developing AI teaching agents that adapt lessons to student engagement to broaden access to tutoring while reducing staffing and cost pressures. The first cohort drew 30,000 applications for about 500 spots. It is deploying the agents with 10 behind-the-scenes agents per interaction and using W&B Weave for production tracing and monitoring to iteratively improve agent behavior at scale.
Amazon’s Prime Big Deal Days is discounting multiple robot vacuum and mop hybrids from brands including Roborock, Dreame, Narwal, Eufy, and Deebot. The Dreame X60 Ultra is listed at $999.99 reduced to $634.99 on Amazon. These lower prices for several top models expand the options for shoppers looking to buy a robot cleaner during October sales.
L’Oréal’s chief digital and marketing officer Asmita Dubey said the company is redesigning its marketing “engine” to account for AI mediating how consumers discover and evaluate products. She reported that almost 20% of L’Oréal’s marketing investments are now AI-led. As a result, L’Oréal is bringing data/IT and marketing together on marketing architecture, testing AI search placements like Google’s AI Overviews, standardizing account and product data, and expanding work on generative-engine optimization.
SAP agreed to acquire Belgian AI startup TechWolf for an undisclosed sum. The company said it is the largest acquisition of a venture-backed software company in Belgian history. The deal means SAP will bring TechWolf’s AI capabilities into its software business.
NetApp presented an intelligent data infrastructure approach to make legacy enterprise data usable for AI without re-architecting or moving it. The company plans a fully managed storage service on Oracle Cloud Infrastructure within the next 12 months. This shifts legacy storage from a static archive toward unified, governed, protected data access via NetApp’s storage, control plane, and partner protection tools.
Pinterest’s new AI-powered Beauty Guides convert beauty Pins about hair and nails into salon-style action plans.
The guides estimate costs, appointment times, and maintenance needs.
Users can follow the resulting plan instead of just viewing inspiration Pins.
Jump Trading is using OpenAI to expand its quantitative research workflows. The article says Jump Trading integrates ChatGPT with longer-running AI workflows that pull in multiple data sources and then uses human review. As a result, research work can run across more data while remaining under human oversight for validation.
A mathematician argues that AI has disrupted mathematicians’ day-to-day workflows by making many previously publishable results easier to generate, while leaving unanswered how to preserve human mathematical understanding. In 1853, Bernhard Riemann submitted three potential topics to Carl Friedrich Gauss, illustrating how new ideas can come from long-horizon human judgment rather than short-term optimization. The proposed response is to re-focus on harder problems, broader questions, and active experimentation with new tools, while ensuring training and support for the next generation of mathematicians.
Procuros, a Hamburg startup, raised a €20M Series A led by XAnge to build infrastructure for AI agents to automate B2B trade across systems and formats. The funding round is €20 million. The company will scale sales, develop its AI supply-chain infrastructure, and expand into more of Europe and the US so more businesses can connect once and exchange trading data without point-to-point integrations.
BCG and Fortune expanded their Fortune Future “Future 120” list by adding companies and using the Vitality Score to assess firms’ long-term growth potential. They screened more than 3,000 companies each year and analyzed more than 10 million data points to build a score from 15 predictive metrics. The result shifts emphasis toward AI-adoption strengths across industries, while showing that firms can build “vitality” by investing in growth, talent, and culture.
OpenAI and Ironclad are training and evaluating AI agents on complex contracting workflows to advance computer use for professional work. The article provides no specific dates, benchmarks, or numeric results. As a result, the focus shifts to AI agent performance in contracting-related tasks rather than general computer-use demonstrations.
NPR reported that some voters are using chatbots to compare candidates and debunk viral claims ahead of the election. About one in five voters consult chatbots for election news, based on a September survey. As a result, chatbots are becoming part of how election information is checked and shared.
StudyQuest launched a system that turns PDFs, slides, images, or pasted notes into AI-generated questions for learning. It includes 40+ games for practice and teacher review. A free plan is available, with options for independent play or live classroom hosting.
Graduate Ventures launched a second €125 million seed fund for Dutch university spinouts, backed by former ASML CEO Peter Wennink and former Snowflake CEO Frank Slootman. It says €100 million is already committed as of October 6, 2026. The new fund expands investment capacity for AI and other deep-tech startups from university alumni, while continuing to limit eligibility to Dutch university origins.
SimpL raised €1.2 million to develop an AI-powered operating system that generates B2B sales opportunities by using public data and deep learning to decide who to contact, when, and how. The funding round brings in €1.2 million in a pre-seed round led by Techshop Capital. SimpL will use the money to develop its product further, strengthen its technology, and grow its team.
calliora raised $6M pre-seed with Bertelsmann Healthcare Investments and redalpine to develop an AI platform that targets hospital billing errors before invoices are submitted. From 2027, German hospitals with rejected audited invoices above 35% could face audits of up to 40% of invoices, and above half rejected could allow up to 100% audits. This shifts hospitals toward earlier error checking in the billing workflow, and calliora expands its AI and product teams to cover more stages of hospital cases.
Nettle raised an oversubscribed seed round to expand its AI workspace for commercial insurance loss control. The company secured $4.8 million, bringing total funding to $6.8 million. It will use the money to expand across the US and Europe and add engineering and go-to-market staff, allowing faster risk inspections and broader data collection.
Cleavr raised a €8 million seed round to expand its AI-native accounts receivable automation platform across Europe. The company says customers cut days sales outstanding (DSO) by an average of 37% within the first few weeks. The funding will support product development, sales team expansion, and growth into more European markets.
Cleavr raised an €8M seed round to automate late invoice collections across multiple European markets. The company says it cut days sales outstanding by 37% for customers shortly after rollout. It will expand its sales team and keep developing an AI agent that handles reminders, contact discovery, and disputes with humans only stepping in when needed.
Nettle announced a $4.8 million seed financing round led by MTech to address commercial insurers’ inspection backlog and staffing constraints. The company said inspections can be completed five times faster, with an April 2026 Allianz Türkiye pilot finding inspections up to three times faster. The new funding will be used to expand in the US and Europe and hire more engineers and sales staff, while rolling out its inspection data-gathering product to agents and policyholders.
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