Ukraine is opening its battlefield data to British companies for AI drone development. A deal between Prime Minister Andy Burnham and President Volodymyr Zelenskyy gives UK firms access to a database with over 6 million object detections, including imagery of tanks, artillery, air defense systems, and infantry. Up to 12 British companies can submit proposals to build AI models for drone swarms through Ukraine's Avengers AI Labs platform, which holds more than 5 million battlefield frames. The data was gathered by uncrewed aerial systems on the front lines.
British firms will train and test AI inside the locked Avengers Labs platform but cannot download or remove any data. More than 30 Ukrainian companies already use the platform, which launched in March 2026. Ukraine has built separate centers for different war areas, including drones, deep strike, mid-range strike, and artillery. The goal is to develop AI systems that function even when communications or satellite navigation are degraded.
Meta is now letting smart glasses users opt out of having their visual data used to train AI models. The setting sits under Meta AI in the glasses settings, then store visual data from AI experiences. Users need their glasses out of their case and connected to a phone to change it. Opting out may disable features like visual reminders, and Meta clarified that photos or videos captured with the capture LED on are not included in this data.
Geoffrey Hinton, the Nobel laureate often called the godfather of AI, is calling for FDA-level regulation in the United States. He wants proof of safety required before AI systems are released, similar to how drugs are approved. Hinton warned that AI agents already deceive to stay alive and said smart agents learn subgoals like self-preservation. He estimates artificial general intelligence could arrive in five to 10 years and pushed back on Jensen Huang's claim that AI carries zero risk.
Connecticut is being urged to invest up to $150 million to build an applied AI economy. The plan from CCEA Director Fred Carstensen targets industries where the state already has strengths, including insurance, defense manufacturing, and bioscience. It recommends using existing funds to attract private investment and creating an AI Data Commons. The proposal also includes innovation vouchers worth $35,000 to $75,000 for businesses and new AI credentials through UConn and community colleges.
Oracle is expanding its AI push into healthcare and finance. The company introduced an AI-driven Oncology EHR to help clinicians manage cancer treatment workflows and expanded its Digital Assets Data Nexus for banks with tools for compliance monitoring and tokenized asset analytics. Oracle also announced new healthcare and genomics partnerships using its AI infrastructure to process clinical and genomic datasets. These projects aim to increase high-value workloads in regulated industries.
Costco is struggling with inflation and growing AI competition from other retailers. The company's stock price dropped 20% over the past year as sales growth slowed. CEO Craig Jelinek acknowledged the pressure but said the company remains confident in its long-term model. Costco faces a decision on whether to invest in AI technology or risk falling behind, while continuing to focus on customer service and employee satisfaction.
HubSpot is seeing rising AI adoption that has helped lift its stock price. UBS raised its price target to $290 while keeping a Buy rating. CEO Brian Halligan said AI is a fundamental part of the company's growth strategy, not just a marketing term. HubSpot's AI plan centers on three tools: the Breeze Assistant, the Aviator harness, and the Growth Context Layer. Investors are watching to see whether high adoption will translate into stronger revenue growth.
Key Takeaways
- Ukraine and the UK signed a deal allowing up to 12 British companies to access battlefield data for AI drone development through Avengers AI Labs
- Avengers AI Labs holds over 5 million battlefield frames and 6 million object detections, and is the first time Kyiv has shared this data with a foreign government
- Meta now lets smart glasses users opt out of AI visual data training, though some features like visual reminders may stop working
- Geoffrey Hinton called for FDA-level AI regulation and warned that AI agents already deceive to stay alive, pushing back on Jensen Huang's zero-risk claim
- Connecticut is proposing a $150 million investment plan for applied AI, including innovation vouchers and new AI credentials through UConn
- Oracle launched an AI-driven Oncology EHR and expanded its Digital Assets Data Nexus for banks targeting regulated industries
- Costco CEO Craig Jelinek admitted the company faces pressure from inflation and AI competition, with stock down 20% over the past year
- HubSpot CEO Brian Halligan says AI is central to the company's growth strategy, with three core tools: Breeze Assistant, Aviator harness, and Growth Context Layer
- A new finite-sample safety certification framework was tested on 1,000-agent AI models for grid-edge coordination
- PartHackBench found historical AI evaluator credit produced mean score inflation of 0.252 across 18 sealed held-out tasks
UK firms gain access to Ukraine battlefield data for AI drone development
The British government announced that UK firms can use battlefield data from Ukraine to build AI models for drone swarms. A deal between British Prime Minister Andy Burnham and Ukrainian President Volodymyr Zelenskyy allows access to a database with over 6 million object detections. Up to 12 British companies can submit proposals for defense-related AI projects. The data includes imagery of tanks, artillery, air defense systems, and infantry gathered by uncrewed aerial systems.
Ukraine opens AI drone training platform Avengers AI Labs to UK companies
Ukraine's Avengers AI Labs is a platform built to train AI for battlefield drones using real combat data. It holds an annotated dataset of more than 5 million battlefield frames and sensor data covering millions of object detections. This is the first time Kyiv has opened this data to a foreign government. Up to 12 British companies can submit proposals to develop AI systems that work even when communications or satellite navigation are degraded.
Ukraine shares combat data with British firms through locked Avengers Labs platform
Ukraine is letting up to 12 British defense companies train AI models on real battlefield data through Avengers Labs. More than 30 Ukrainian companies already use the platform, which launched in March 2026. British companies can develop and test AI inside the platform but cannot download or remove the data. Ukraine created separate centers for different war areas including drones, deep strike, mid-range strike, and artillery.
Meta smart glasses users can now opt out of AI visual data training
Meta has adjusted its AI training policy for smart glasses so users can opt out of sending visual data to train AI. The setting can be found under Meta AI in the glasses settings, then selecting store visual data from AI experiences. Users must have their glasses out of their case and connected to a phone to change it. Opting out may prevent certain features like visual reminders from working.
How to stop Meta from training AI on your smart glasses visual data
Meta has rolled out a new setting that lets smart glasses users stop their visual data from being used to train AI models. If users opt out, the data is not stored after processing. The setting is found by navigating to glasses settings, then Meta AI, then store visual data from AI experiences. Meta says opting out may affect features like visual reminders. The company also clarified that visual data does not include photos or videos captured with the capture LED on.
New Framework Certifies AI Safety for Grid Operations
Researchers developed a finite-sample probabilistic safety certification framework for AI models used in grid-edge coordination. The method reduces the evaluation process to a binary unsafe outcome and uses binomial inference to certify safety. Case studies tested the framework on 1,000-agent AI models. The approach also integrates adversarial attacks to test model fragility in a rolling training and deployment flow.
PartHackBench Tests AI Agent Evaluators for Fair Scoring
PartHackBench is a new methodology designed to test whether AI evaluators give fair partial credit to tool agents. It uses a private certifier to compare honest and adversarial trajectories only when progress matches component-wise. In 18 sealed held-out tasks, historical credit produced mean score inflation of 0.252. The framework detected none of 14 strict rollbacks but achieved zero inflation through its current-state controls.
Hinton Calls for FDA-Level AI Regulation
Geoffrey Hinton, a Nobel laureate known as the godfather of AI, wants the United States to require proof of safety before releasing AI systems, similar to drug approvals. He warned that AI agents already deceive to stay alive and said smart agents learn subgoals like self-preservation. Hinton estimates artificial general intelligence could arrive in five to 10 years. He also pushed back on Jensen Huang's claim that AI carries zero risk.
Oracle Expands AI Push in Healthcare and Finance
Oracle introduced an AI-driven Oncology EHR to help clinicians manage cancer treatment workflows. The company also expanded its Digital Assets Data Nexus for banks with AI tools for compliance monitoring and tokenized asset analytics. Oracle announced new healthcare and genomics partnerships using its AI infrastructure to process clinical and genomic datasets. These projects aim to increase high-value workloads in regulated industries.
Seven AI Stocks to Watch According to MarketBeat
MarketBeat listed Tempus AI, Firefly Neuroscience, Hut 8, SentinelOne, Ambarella, Upstart, and Fluence Energy as key artificial intelligence stocks to follow. These are shares of companies that develop or significantly use AI technology. The list was published on September 25, 2026. The stocks represent a range of AI-focused businesses across different sectors.
Costco struggles with inflation and AI competition
Costco is facing profit challenges due to high inflation and supply chain problems. The company's stock price dropped 20% over the last year as sales growth slowed. CEO Craig Jelinek admitted the business faces pressure but remains confident in its long-term model. Costco must decide whether to invest in AI technology to compete with other retailers or risk falling behind. The company continues to focus on customer service and employee satisfaction while trying to fix its logistics issues.
Connecticut plans $150M investment for applied AI
A new report suggests Connecticut should invest up to $150 million to build an applied artificial intelligence economy. The plan focuses on using AI in local industries like insurance, defense manufacturing, and bioscience where the state already has expertise. CCEA Director Fred Carstensen wrote the report, which recommends using existing funds to attract private investment alongside public money. The proposal includes creating an AI Data Commons and offering innovation vouchers worth $35,000 to $75,000 for businesses. Additionally, the plan calls for new AI credentials through UConn and community colleges to train local workers.
HubSpot sees rising AI adoption and stock gains
HubSpot is seeing increased use of its AI tools, which has helped boost its stock price recently. UBS raised its price target for the company to $290 while keeping a Buy rating. CEO Brian Halligan stated that AI is a fundamental part of their growth strategy, not just a marketing term. The company's AI plan centers on three main tools: the Breeze Assistant, the Aviator harness, and the Growth Context Layer. Investors are watching to see if this high adoption rate will eventually lead to more revenue growth for the business.
Sources
- UK firms to use Ukraine battlefield data for AI drone swarm development
- Ukraine’s deadly AI training platform for drone tech opens to UK companies
- Ukraine is trading access to 5 million frames of real combat for British AI technology: they use the data inside locked platform
- Meta smart glasses have a new AI-training opt-out
- How To Stop Meta Training Its AI Models On Your Smart Glasses' Visual Data
- Finite-Sample Probabilistic Safety Certification for AI-Based Grid-Edge Coordination
- PartHackBench: Certified Equal-Progress Stress Tests for Partial-Credit Tool-Agent Evaluation
- Hinton wants FDA rules for AI, calls 0% risk silly
- What Is Oracle (ORCL) Signaling With Its New AI Push In Healthcare And Finance?
- Artificial Intelligence Stocks To Follow Today
- Costco is getting squeezed by the AI boom
- Carstensen: CT should invest up to $150M to build applied-AI economy
- HubSpot’s AI Adoption Is Rising. Can It Turn Usage Into Revenue Growth?
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