What do AI, peacocks, and LinkedIn have in common? Read and see: https://
medium.com/@RPauloDelgado
/linkedin-has-an-ai-problem-and-people-are-noticing-cade7a7b65fd
… Do you agree with the author’s assessment? Have you experienced AI-slop yourself?
AI
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LinkedIn AI Problem: Peacocks, AI-Slop, and Author’s Assessment
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Supporting America’s future: $25M in computer credits for small businesses
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The future of America is small businesses that can build faster than ever before with agents. Glad to support this with up to $25m in Computer credits ahead of America’s 250th anniversary
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NVIDIA Announces Physical AI Agent Skills at CVPR2026
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Building autonomous vehicles, robots, and vision AI takes more data than any team can collect on their own.
— NVIDIA (@nvidia) 4 juin 2026
At #CVPR2026, NVIDIA announced physical AI agent skills to help speed development: composable workflows that automate data generation, simulation, policy training and… pic.twitter.com/ZuHaTO683SBuilding autonomous vehicles, robots, and vision AI takes more data than any team can collect on their own. At #CVPR2026, NVIDIA announced physical AI agent skills to help speed development: composable workflows that automate data generation, simulation, policy training and
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Paper link to NVIDIA Nemotron-3 Ultra Technical Report
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4/ Paper: https://
research.nvidia.com/labs/nemotron/
files/NVIDIA-Nemotron-3-Ultra-Technical-Report.pdf
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NVIDIA Nemotron 3 Ultra: open 550B hybrid Mamba-Attention MoE
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1/ NVIDIA shipped Nemotron 3 Ultra today, a fully open 550B model with 55B active params, with the weights, training data, and complete recipe all released openly. That alone is rare at this scale. The headline however actually is speed. Ultra is a hybrid Mamba-Attention MoE, an
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AI consciousness: The pressing philosophical question of our age, debated on Hackernews
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Intense discussion at the moment on Hackernews, reacting to Ted Chiang's article. "Can AI be conscious" is a pressing question, and could become the prime philosophical question of our age.
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LangChain Supports NVIDIA Nemotron 3 Ultra with Deep Agents
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LangChain supports @NVIDIA Nemotron 3 Ultra out of the box, with Day 0 support for Deep Agents. As a member of the Nemotron Coalition, we are excited to work with NVIDIA to make it even easier and more accessible to share and build on top of open models.
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How a root agents.md ensures @agents .md is always created
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in claude md just @agents
.md always i have a root agents md that tells agents when setting up new directories or repos to always do that. -

LangChain Labs study with Harvey on verifier efficiency benchmarking
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In our LangChain Labs study with @Harvey
, we looked at how to measure efficiency across verifier designs. We benchmarked 5 setups against Sonnet per-criterion as the reference. -
Full study on efficient verifiers for legal agents
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Read our full study: https://
langchain.com/blog/designing
-efficient-verifiers-for-legal-agents
…?