This is very true. Economically valuable agents for enterprises are already here, but you can’t buy them off the shelf & they require actual cross-functional R&D.
AUTOMATION
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Industrial Edge Systems Evolving Toward Autonomous Manufacturing Intelligence
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From connected to autonomous:
Industrial edge systems are evolving fast—bringing intelligence, speed, and agility to the shop floor. Explore what this means for the future of manufacturing: https://
buff.ly/02IQmt7 #BlackPearl_iiot #IIoT #EdgeComputing #IndustrialInnovation -

Learn Anything with Powerful o3 AI Prompt Tool
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Learn ANYTHING with this powerful o3 prompt. Just tell it what you want to learn, and it'll create a customized course for you, comprised of the best content around the web for each topic! It's like having a team of world-class professors all working together to teach you!
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AI’s Impact on Economics Profession and Job Future
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"How much time do I have left? I don't mean for this presentation, I mean as a professional economist." –
@JWaldfogel discussing a paper at our @nberpubs Workshop on the Economics of AI last week -
LLMs in AIOps: Survey of 183 Papers and Methods
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10. A Survey of AIOps This survey analyzes 183 papers to evaluate how LLMs are being used in AIOps, focusing on data sources, task evolution, applied methods, and evaluation practices.
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Jensen Huang: Humanoid Robots Powered by AI Address Labor Shortage
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Jensen Huang affirme que le monde fait face à « une pénurie profonde de main-d’œuvre », et que les robots humanoïdes, propulsés par l’IA, arrivent au moment parfait.
— VISION IA (@vision_ia) 20 juillet 2025
En Chine, il souligne l’avantage du pays : une IA performante, une mécatronique de classe mondiale, et une base… pic.twitter.com/SWYFUT0Cm3Jensen Huang affirme que le monde fait face à « une pénurie profonde de main-d’œuvre », et que les robots humanoïdes, propulsés par l’IA, arrivent au moment parfait. En Chine, il souligne l’avantage du pays : une IA performante, une mécatronique de classe mondiale, et une base
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Edge-Native Systems Transforming Industry 4.0 Operations
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Legacy systems weren’t designed for the speed, scale, or autonomy Industry 4.0 demands.
Edge-native systems are.
Here’s how they’re reshaping the future of industrial operations: https://
buff.ly/Ij8YA7W #blackpearl_iiot #EdgeNative #IndustrialIoT @IIoT_World via @fogoros -

Meta-Agentic Master Key: Self-Evolving AGI Agent Factory
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Meta-Agentic — The Master Key A self-evolving agent-factory that spins exponential design loops, harvests value across every vertical, and rewrites the rulebook as it learns. Demo (GitHub) : https://
github.com/MontrealAI/AGI
-Alpha-Agent-v0/tree/main/alpha_factory_v1/demos/meta_agentic_agi
… #AGI #AGIALPHA #ASIFirst -
Using Grok 4 and prompting for on-demand marketing automation
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You don’t need ChatGPT plugins or 20 different tools.
Just Grok 4 and this prompt. It’s a full-stack marketer on-demand. -
Building a no-click developer experience with AI agents
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The Notion + GitHub + Tavily stack alone makes this a no-brainer. Welcome to the no-click developer experience.