What if your LLM kept learning after deployment—even without changing its weights? Researchers from Jilin University, King's College London, and UCL introduce CASCADE, a framework that equips LLM agents with an evolving episodic memory. It treats experience reuse like a
ENTERPRISE AI
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Claude: The Emerging Universal Interface for All Your Tools
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Claude is slowly becoming the interface for everything: – Presentations: PowerPoint → Claude in PowerPoint
– Editing: Premiere Pro → Remotion
– Browser: Chrome → Claude for Chrome
– Spreadsheets: Excel → Claude in Excel
– Image / Video: Midjourney → Higgsfield
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7 prompts for ChatGPT’s Story Brand Messaging Engine
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BREAKING: ChatGPT has a feature called Story Brand Messaging Engine. You can use it to rewrite your entire brand message using Donald Miller's 7-part framework in one sitting. Here are 7 prompts to access it:
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LLM Context Cost Optimization and Efficiency Strategy
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// The Efficiency Frontier in LLMs // (bookmark this one) How much are you overpaying for context you do not need? It turns out that context costs dominate production LLM bills, and the right strategy depends on how often you reuse preprocessing. Modeling that explicitly lets
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Google’s Code Review Standard for AI Agent Implementation
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Google has just published the Code Review standard that its internal engineers use. You can literally give this documentation to an AI agent and turn it into a code reviewer with Google standards. Most AIs only generate code. Now they can also: → detect bad practices
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Dan Shipper: Future of work inside Codex or Claude Code
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My biggest takeaways from @danshipper
: 1. The future of work will happen inside Codex or Claude Code. Instead of putting AI into your SaaS tool, you’ll use your SaaS tools inside your favorite AI agents' in-app browser. Dan spends all his time in Codex now—writing documents, -
Non-human identity sprawl is the real risk of Agentic AI
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Non-human identity sprawl is #AgenticAI's real risk
by Nick Nikols @InformationWeek Learn more: https://
bit.ly/4dyypRm #LLM #GenerativeAI #ArtificialIntelligence #MachineLearning -
Book recommendation: AI Agents in Practice by Valentina Alto
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Another great book by @AltoValentina
, from @PacktDataML at http://
amzn.to/4p98LYl "AI Agents in Practice — Design, Implement, and Scale Autonomous #AI Systems for Production" Book Description (from Amazon): As AI agents evolve to take on complex tasks and operate -
Anthropic tops OpenAI in business adoption, but may not last
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Anthropic just passed OpenAI in business adoption for the first time, 34.4% vs 32.3%, per Ramp's latest AI Index. But the same report that announces this spends most of its word count explaining why it probably won't last. Uber already blew through its entire 2026 AI budget. A
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Anthropic Explores Microsoft Maia Chips for AI Cloud Compute
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Anthropic explores Microsoft Maia chips for cloud compute https://
cloudcomputing-news.net/news/anthropic
-microsoft-maia-chips-cloud-compute/?utm_source=dlvr.it&utm_medium=twitter
… #Cloud #Automation #Data #Tech #RAG #AgenticAI #ExecutiveLeadership #Innovation