What does a CIO need to know about architecting the agentic enterprise? #sponsored 4 architecture layers every agentic enterprise needs:
→ Context: harmonized data
→ Work: composable business logic
→ Agency: reasoning + execution
→ Engagement: humans + agents, side by side
AGENTS
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CIO Guide: Four Architecture Layers for Agentic Enterprise
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AI Agent Billing Crisis: Enterprise Cost Explosion From $20 Monthly
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Your AI tool costs went from $20/mo to potentially $500K/quarter.
— Satya Mallick (@LearnOpenCV) 17 avril 2026
And most companies haven't updated their budgets yet.
Here's why AI agent billing is the next enterprise crisis 🧵👇
1/ A year ago: AI = autocomplete. Quick prompts, quick answers, flat subscription. Budgetable.… pic.twitter.com/HXzrihgTHfYour AI tool costs went from $20/mo to potentially $500K/quarter.
And most companies haven't updated their budgets yet.
Here's why AI agent billing is the next enterprise crisis 1/ A year ago: AI = autocomplete. Quick prompts, quick answers, flat subscription. Budgetable. -
WebXSkill: Skill Learning Framework for Autonomous Web Agents
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// Skill Learning for Autonomous Web Agents // Web agents can navigate a page, but ask them to repeat a checkout flow they already completed, and they start from scratch every time. This work introduces WebXSkill, a skill learning framework where web agents extract reusable
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AgentConductor: Dynamic Multi-Agent LLM Communication System
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What if multi-agent LLMs could dynamically reconfigure their communication for any task? Researchers from Shanghai Jiao Tong University and Meituan present AgentConductor. This new system uses an LLM orchestrator and reinforcement learning to build smart, adaptive
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Anthropic Launches Claude Opus 4.7 Advanced Model
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Claude Opus 4.7 might be the new default ‘serious work’ model for builders. Anthropic just shipped Opus 4.7:
Stronger advanced coding & agentic workflows
High‑res vision (2,576px / ~3.75MP) for dense UIs & diagrams
Better long‑context reasoning across finance, legal, -
20 Must-Try AI Tools for 2025: Complete Stack
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20 must-try AI tools for 2025. This stack covers everything: chat & reasoning image gen video gen voice/music AI search automation AI agents My top 3 right now: ChatGPT, Perplexity, Midjourney. What are yours? #AI #AITools #GenerativeAI #Automation
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AI Kosh Launches Live Competitions for AI Innovation
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Compete, build and win with AI !
— IndiaAI (@OfficialINDIAai) 17 avril 2026
AI Kosh now brings LIVE Competitions straight to the platform.
You have an excellent opportunity to showcase what you can build.
Explore to participate now: https://t.co/zbnejfjqlY#AIKosh #IndiaAI #AICompetitions #BuildWithAI #Innovation… pic.twitter.com/f45OowOfOfCompete, build and win with AI ! AI Kosh now brings LIVE Competitions straight to the platform. You have an excellent opportunity to showcase what you can build. Explore to participate now: https://
aikosh.indiaai.gov.in #AIKosh #IndiaAI #AICompetitions #BuildWithAI #Innovation -
Codex LLM Achieves Human-Speed Computer Use Capabilities
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PURE SORCERY 🤯
— Charly Wargnier (@DataChaz) 17 avril 2026
check out this new codex demo…
first time seeing an LLM use a computer as fast as a person.
SO surreal. makes Claude’s computer use seem like it's in slow-mo.
Video credit: @AriX pic.twitter.com/Dx0596P0ejPURE SORCERY check out this new codex demo… first time seeing an LLM use a computer as fast as a person. SO surreal. makes Claude’s computer use seem like it's in slow-mo. credit: @AriX
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Claude’s System Changes Causing User Frustration on Cowork
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I don't know what Claude did to Cowork's system prompt, but God, that's annoying. Some skills it could always do, but now it keeps on saying "are you sure, because it is too long to do?" However, you prompt it. I understand they may want to reduce the workload, as popularity