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Models, products and AI startups, near-duplicates collapsed to the most credible source

Amazon pilots ads in ChatGPT

Amazon and OpenAI are piloting conversational ads in ChatGPT in the U.S.; inventory is available via Amazon DSP as a managed service with CPC and CPM options, while OpenAI controls delivery. Delta Vacations is among pilot brands. The partnership gives Amazon a bridge into ChatGPT’s ad channel as it scales (Amazon’s ad business neared $70B last year).

Hacker News ·

d-Matrix adopts NVIDIA NVLink Fusion for XPU racks

Inference chipmaker d-Matrix will use NVIDIA NVLink Fusion to connect its Raptor XPUs to NVIDIA’s AI platform and MGX rack architecture, easing rack-scale deployment. NVLink Fusion claims 3x lower XPU-to-XPU latency versus Ethernet, 10x higher packet rates, and 3 TB/s per XPU all-to-all bandwidth.

NVIDIA Blog ·

Riverbed Wins 2026 Globee AI Award

Riverbed won the "Best Innovation in Artificial Intelligence Products and Services" at the 2nd Annual 2026 Globee Awards for Artificial Intelligence, signaling industry recognition of its AI product and service innovation.

Business Wire ·

The Next Frontier Is Artificial Societies

The piece argues the next research and application frontier is not single AI agents but "artificial societies"—interacting multi-agent systems—stressing a shift from individual capabilities to social behavior and collective models and their implications.

theconversation.com ·

Meta launches Muse AI agent on WhatsApp

Meta unveiled Muse, an AI agent on WhatsApp that can book travel, shop, send emails, negotiate prices, and accept payments via Stripe Link; a separate Sentinel security agent reviews actions before they reach the internet. This puts Meta ahead of OpenAI, which stopped direct checkout in ChatGPT.

The Decoder ·

Nvidia and Palantir team up on AI supply chains

Nvidia and Palantir are partnering to apply AI to supply-chain management, starting with Nvidia’s multi-million-part internal supply chain. Palantir integrates open Nemotron models into Foundry for fine-tuning, while Nvidia’s cuOpt handles scenario planning and optimization; deployments can run on-premises or in cloud via a Sovereign AI OS reference architecture.

The Decoder ·

GigaChat-3.5-Reasoning released

The team released GigaChat-3.5 Reasoning, a 432B-A28B MoE with Gated DeltaNet and on-policy distillation of domain experts into one model. They report it approaches DeepSeek V4 Flash Preview in evaluations while using 37% fewer tokens in reasoning traces; weights are on Hugging Face under an MIT license and a demo is available at giga.chat.

r/LocalLLaMA ·

Building Reliable Agentic AI for SMBs

Emerj examines how SMBs can build a reliable foundation for agentic AI, emphasizing the need for preparatory work and risk management to ensure performance and control when deploying agentic systems.

Emerj Artificial Intelligence Research ·

Mathematicians question OpenAI's data use

Several mathematicians, including Andreas Thom, Gábor Kun, and Tristan Buckmaster, have demanded proof that OpenAI did not use unpublished research and accused the company of lacking transparency. OpenAI acknowledged heavily drawing on Thom and Kun’s work for a non-sofic groups result and quietly amended its writeup; Thom says he emailed researchers including Sébastien Bubeck.

Hacker News ·
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