From @PacktDataML available at: http://
amzn.to/40Sp4O9 "Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Python-based Agentic AI Framework with tool use, memory, and multi-agent workflows" Table of Contents:
Introduction to Generative AI and AI agents
SYSTEMS
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New Book: Design Multi-Agent AI Systems Using MCP and A2A
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Thanking Deepak for visionary self-assembling multi-agent LLM systems
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Thanks a lot, Deepak!!
— hardmaru (@hardmaru) 23 juin 2026
One day, we'll have self-assembling multi-agent LLM systems like your work:https://t.co/qhi40ctLaaThanks a lot, Deepak!! One day, we'll have self-assembling multi-agent LLM systems like your work:
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Sakana Fugu Technical Report and Release Notes
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Sakana Fugu Technical Report https://
github.com/SakanaAI/fugu/
blob/main/Fugu_technical_report.pdf
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sakana.ai/fugu-release/ -
CTO/CIO building AI stack for reliable, secure, scalable data-to-compute
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What does it take for CTOs and CIOs to build an AI stack where data reaches compute reliably, securely, and at scale?
— Helen Yu (@YuHelenYu) 22 juin 2026
That’s the strategic question behind my conversation with Kunal Anand, CPO at #F5.
As AI moves into production, the real differentiator won’t just be the model… pic.twitter.com/YtEQNWnh3JWhat does it take for CTOs and CIOs to build an AI stack where data reaches compute reliably, securely, and at scale? That’s the strategic question behind my conversation with Kunal Anand, CPO at #F5. As AI moves into production, the real differentiator won’t just be the model
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Applied Causal Inference eBook with Machine Learning and AI
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[Download 496-page PDF eBook] Applied Causal Inference Powered by Machine Learning and AI: http://
arxiv.org/abs/2403.02467
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#ML #DataScience #Algorithms #Statistics -
AI without sovereignty: risk of sudden infrastructure shutdown
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As AI becomes integrated into every industry, without a sovereign solution, you run the risk of your infrastructure shutting down at a moment's notice.
— Cohere (@cohere) 22 juin 2026
Cohere CEO @aidangomez live at @FII_Institute1: pic.twitter.com/WCL6RISah5As AI integrates into every industry, without a sovereign solution, you run the risk of your infrastructure suddenly stopping at any moment. CEO of Cohere @aidangomez live at @FII_Institute1:
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Rent the model, own the system: integration and observability compound
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"Rent the model, own the system" is the cleanest version of this I've seen, the integration and eval and observability layer is the part that actually compounds.
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Self-Prompting Systems: Beyond the Prompt Itself
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"Build a system that prompts itself" really lands, writing the prompt was never the hard part, it's everything you wrap around it.
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Time-Lapse Verification of the Strait of Hormuz Status
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Is the Strait of Hormuz open or closed? Came up over lunch so I voice noted my agent to "boot up god's eye view and check."
— Bilawal Sidhu (@bilawalsidhu) 22 juin 2026
It sent me back this timelapse clip — refreshed the AIS data, checked oil futures, mapped 120 days of vessel transits and rendered it out.
TL;DR it's… pic.twitter.com/sTveBbkeBjIs the Strait of Hormuz open or closed? It was brought up at lunch, so I sent a voice message to my agent to 'start the God's eye view mode and check.' He sent me this time-lapse sequence — he updated the AIS data, checked the contracts at
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Difference between routing and model advising
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I've been thinking a lot lately about model routing and related things. Current thoughts here, I'd like feedback: 1/ there is a difference between 'model routing' and 'model advising'. 'model routing' = routing to a single