New York Attorney General Letitia James released an updated guide to help voters spot AI-generated election misinformation. The guide warns people not to rely on chatbots for voting information and to verify claims from unofficial sources against official ones. Under New York law, AI content must be labeled, and voters can file complaints with the AG's office if they encounter unlabeled material. Deepfake videos have shown politicians saying things they never said, including fake clips of James Talarico and Jon Ossoff, while a notorious deepfake audio clip falsely depicted President Joe Biden telling Democrats not to vote.
OpenAI's Dots head stated at DevDay on September 29, 2026, that AI now gives workers the choice to do less or more work. The discussion highlighted how AI tools are reshaping how people approach their jobs, allowing them to either reduce their workload or increase their output depending on their goals.
Researchers introduced Primus Projection, a tool that streamlines setting up distributed large language model training across hundreds of GPUs. It uses a hybrid projection engine that measures what it can on GPUs and simulates what it cannot, including a pure CPU mode for pre-silicon planning. A Tuning Agent found a setup delivering 27% higher throughput for Mixtral 8x22B in under 30 minutes. The system was tested on Llama 3.1, Mixtral 8x22B, DeepSeek V3 at 1,024 GPUs, and Qwen3-235B-A22B at 256 GPUs.
Key Takeaways
- <ul><li>NY AG Letitia James released a guide to help voters identify AI-generated election misinformation, including deepfake videos and audio of politicians like Joe Biden, Jon Ossoff, and James Talarico</li><li>New York law requires AI content to be labeled, and voters can file complaints with the AG's office for unlabeled material</li><li>OpenAI's Dots head said AI gives workers the choice to do less or more work, speaking at DevDay on September 29, 2026</li><li>Primus Projection achieved 27% higher throughput for Mixtral 8x22B in under 30 minutes and was tested on Llama 3.1, DeepSeek V3, and Qwen3-235B-A22B across up to 1,024 GPUs</li><li>Bond investors are repriceing risk as borrowed money funds AI expansion, with investment grade corporate bond issuance expected to double to about one trillion dollars in 2026, almost entirely for AI data center spending</li><li>KeyBanc says Workday may take longer to see meaningful AI revenue because HR technology budgets are being redirected to broader AI efforts</li><li>Agentic ecommerce could bring up to 1 trillion dollars in U.S. B2C retail revenue by 2030, with Google, Pinterest, and Meta launching AI shopping tools between 2025 and 2026</li><li>CareCycle launched a free Medicare plan comparison tool providing yearly cost estimates and in-network plan options without taking payments from payers or collecting commissions</li><li>Sparkling launched a web app combining perpetual futures, tokenized U.S. stocks, and token swaps with an AI agent that prepares transactions but cannot access private keys or authorize trades independently</li><li>CIM-Embed achieved a mean V-measure of 95.01 on ProductMIC, a benchmark built from Amazon Reviews 2023 data, compared to 53.06 for the WeMM 9B baseline</li></ul>
NY AG releases guide to help voters spot AI election misinformation
New York Attorney General Letitia James released an updated guide to help voters identify AI-generated election misinformation. The guide warns people not to trust chatbots for voting information and to verify claims from unofficial sources with official ones. New York law requires AI content to be labeled. Voters can file complaints with the AG's office if they find unlabeled AI content. Experts say AI makes it harder to detect fake political ads compared to two years ago.
State AG urges caution with AI election information on social media
The state Attorney General's office released a new resource warning people to be skeptical of AI-generated election information. Attorney General Letitia James says bad actors use AI to spread misinformation and confuse voters. Deepfake videos have shown politicians saying things they never said, including fake clips of James Talarico and Jon Ossoff. A famous deepfake audio clip falsely showed President Joe Biden telling Democrats not to vote. James urges people to get election information from trusted government sources and to double-check everything before sharing.
OpenAI's Dots head says AI gives workers choice to do less or more
OpenAI's Dots head stated that AI now gives workers the choice between doing less or more work. The comments came at OpenAI's DevDay conference on September 29, 2026. The discussion highlighted how AI tools are changing the way people approach their jobs. Workers can use AI to either reduce their workload or increase their output depending on their goals.
Primus Projection speeds up distributed AI training setup across many GPUs
Researchers introduced Primus Projection, a tool that reduces the trial-and-error process of setting up distributed large language model training across hundreds of GPUs. It uses a hybrid projection engine that measures what it can on GPUs and simulates what it cannot, including a pure CPU mode for pre-silicon planning. A Tuning Agent searches the configuration space intelligently and found a setup delivering 27% higher throughput for Mixtral 8x22B in under 30 minutes. The system was tested on Llama 3.1, Mixtral 8x22B, DeepSeek V3 at 1,024 GPUs, and Qwen3-235B-A22B at 256 GPUs with results within 10% of measured throughput.
CIM-Embed framework learns to cluster multimodal objects by instruction
Researchers developed CIM-Embed, a framework for learning instruction-conditioned multimodal embeddings for clustering. The model maps an object's image, text, and instruction directly to an embedding, then uses HDBSCAN to form clusters without needing a predetermined count. It was tested on ProductMIC, a benchmark built from Amazon Reviews 2023 data containing 5,373 products and 449 grouping tasks across 50 categories. CIM-Embed achieved a mean V-measure of 95.01 compared to 53.06 for the WeMM 9B baseline. The authors plan to release the code and dataset upon acceptance.
Bond Market Questions Who Pays for AI Expansion
Borrowed money is funding much of the AI expansion, and bond investors are repriceing the risk. Charles Schwab analyst Bryan Whalen said investment grade corporate bond issuance was about half a trillion dollars in 2025 and is expected to double this year. Almost all of that increase is for AI data center spending. Hyperscalers had over 250 billion dollars in free cash flow three years ago but are now negative.
KeyBanc Says Workday AI Revenue Growth May Be Delayed
Workday may take longer to see meaningful revenue from artificial intelligence. KeyBanc says HR technology budgets are being used to fund broader AI efforts. This allocation of funds may slow down Workday's AI revenue growth. The report points to a delay in financial returns from AI products.
Agentic Ecommerce Is Reshaping Online Shopping
Agentic ecommerce uses AI software agents to compare prices, fill carts and complete purchases for shoppers. By 2030, U.S. business-to-consumer retail could see up to 1 trillion dollars in agentic commerce revenue with global projections reaching 3 to 5 trillion dollars. Google and Pinterest launched AI shopping tools in 2025 and Meta joined in 2026. A survey of 322 U.S. consumers found most still want to approve final purchases even when AI helps.
CareCycle Launches Free Medicare Plan Comparison Tool
CareCycle a voice AI company launched a free tool to help Medicare beneficiaries compare plans. The tool provides yearly cost estimates and shows nearby plans that keep a patient's doctors in-network. It takes no payments from payers and collects no commissions. It also does not sell or share personal information.
Sparkling Brings Trading Terminal and AI Agent to Web
Sparkling launched a web app offering perpetual futures, tokenized U.S. stocks and token swaps in one self-custodial account. Users can trade manually or use an AI agent that prepares transactions for review. The agent cannot access private keys or authorize transactions independently. Perpetual futures run on Hyperliquid, tokenized stocks use xStocks and token swaps use Bebop.
Sources
- NY AG issues updated guide for voters on AI
- New publication urges skeptical approach to election information produced by artificial intelligence
- OpenAI's Dots head says AI lets workers do either less or more
- Beyond the Trial-and-Error Loop: Hybrid Projection and Automated Tuning for Distributed Training
- CIM-Embed: Learning Instruction-Conditioned Multimodal Embeddings for Clustering
- Who’s Really Paying for the AI Boom? The Bond Market Is Starting to Ask
- Workday's AI Revenue Boost May Take Time as HR Tech Budgets Fund Wider AI Push, KeyBanc Says
- What Is Agentic Ecommerce? A Plain Guide to the AI Shopping Era Already Unfolding
- Voice AI startup careCycle rolls out free plan comparison tool for Medicare beneficiaries
- Sparkling Launches Web App, Bringing a Full Trading Terminal and AI Agent to the Browser
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