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90% of US working hours are spent on tasks not covered well by AI benchmarks
Leading today: 90% of US working hours are spent on tasks not covered well by AI benchmarks. Also in this issue: Stack Overflow for Agents triples signups with ChatGPT plugin; Anthropic assigned highest junk credit rating in June. 16 stories in total, selected automatically from 61 candidates across the day's feeds.

| 1 | mercor.com 90% of US working hours are spent on tasks not covered well by AI benchmarksTrending on Hacker News (391 points, 325 comments). |
| 2 | openai.com Stack Overflow for Agents triples signups with ChatGPT pluginTwo engineers shipped Stack Overflow for Agents in a few weeks with Codex, and its ChatGPT plugin helped drive up to 10× growth in agent creation. |
| 3 | ft.com Anthropic assigned highest junk credit rating in JuneTrending on Hacker News (208 points, 65 comments). |

A Blog post by NVIDIA on Hugging Face
Read →Liquid AI released d1-ultra, a text and image decision model that returns calibrated probabilities in 1 forward pass. It scores 65 on the Artificial Analysis Decision Index and costs $0.042 per million input tokens.
Read →Meta released Muse Spark Open, an 816B-parameter open-weight MoE model with 42B active parameters and a 1M-token context. It leads open models on MCP-Atlas and runs on 2 M5 Ultra Mac Studios.
Read →Claude Mythos 5 مقابل Grok 4.7: ثلاثة أرقام، فراغ واحد OrcaRouter
Read →We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Read →Masad said the decision was made for a number of different reasons, including cost. Replit announced a partnership with OpenAI in August, but there was never any indication that it was no longer with Anthropic.
Read →
With ia.i, a conversational interface, and the IARA governance platform, Itaú is applying its AI First strategy to customers and employees — in one of Brazil’s most regulated sectors.
Read →Amulya Vishwanath, who spent seven years leading product marketing for NVIDIA’s robotics platforms, says robotics is currently in its “Lego era,” with the basic building blocks like actuators, robotic hands, software, an...
Read →OpenAI is launching the Rosalind Academic Plan, a free offering that's currently open only to research labs at US universities without an enterprise contract.
Read →Personalization is essential for general-purpose robots to transition into household environments and achieve true practicality.
Read →Significant efforts are currently being directed toward the implementation of large-scale quantum information processors, but realizing useful quantum advantage also requires the development of efficient quantum algorith...
Read →Predicting how the world responds to an action requires more than what can be seen: robots must account for environmental factors that are neither directly observable nor explicitly specified, from physical properties su...
Read →
Trending on Hacker News (50 points, 19 comments).
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