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

Skild AI Hits $100M Revenue Run Rate

Robotics-software startup Skild AI reached a $100 million recurring revenue run rate 10 months after starting commercial use, indicating rapid growth and efficient commercialization.

Bloomberg · · Details

Cognition Unveils SWE-2 Coding Model

Cognition launched SWE-2, a coding model scoring 50.0 on FrontierCode 1.1 Main—within one point of Fable 5.1 while 64% cheaper; it was post-trained from the 2.8T-parameter Kimi K3 and uses single-run RL across reasoning levels to improve cost-performance.

Hacker News · · Details

AI agents flood public services with requests

Researcher Chris Schmitz finds AI assistants have driven large increases in public-service submissions across 11 jurisdictions: 84 cases show spikes after ChatGPT, including UK housing complaints rising from 2,600 to ~7,000 and CFPB complaints growing 5x. The trend — dubbed “agentic flooding” — may persist and forces reconsideration of social-service design and policy.

TechCrunch · · Details

AI Is Breaking This Thing We Call Trust

A Hacker News discussion uses the automobile replacing horses analogy to argue AI undermines assumptions about colleagues' understanding of their work, eroding workplace trust during the transition.

Hacker News · · Details

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 · · Details

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 · · Details

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 · · Details

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 · · Details

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 · · Details