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

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mathematicians, including Andreas Thom, Gábor Kun, and Tristan Buckmaster, have demanded proof that OpenAI did not use unpublished research and accused the company of lacking transparency.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 ·

Siri AI overhauled in iOS 27

Apple is fully revamping Siri in iOS 27, introducing a redesigned assistant that changes how iPhones handle voice and assistant tasks. The update represents a significant step in bringing generative AI capabilities to the phone.

WIRED ·

Clearview tests AI tool to unearth social ties

WIRED reports that a law-enforcement prototype called InquiryIQ is being tested to surface people’s associates, social accounts and other online details, and has been trialed with xAI’s Grok model. Such tools could automate post–face-recognition digging into personal online information, raising privacy and security concerns.

WIRED ·

The coming challenges of AI

An opinion piece outlines multiple upcoming challenges posed by artificial intelligence and calls for strategies to address them; no new policies or data were presented.

The Arab Weekly ·

NYC Schools Start Year with AI Ban

New York City schools began the school year implementing an AI ban and screen-time limits while launching a free 2-K program as part of their back-to-school policies.

ABC7 New York ·

Deepseek V4.1 Flash is 748B total/552B base

Inspection of the safetensors shows Deepseek V4.1 Flash’s main model is about 551.566B parameters (40 layers), with FFN experts totaling 543.582B and other parts 7.984B; additionally an engram of ~196.929B, DSpark/MTP ~14.225B and a vision encoder ~0.485B, summing to roughly 748B. Other reported sizes (e.g., 485B, 522B) stem from differing counting methods or misreads.

r/LocalLLaMA ·
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