In practice, for many useful applications, many of the various obvious problems with AI agents (drift, hallucination, compounding errors) are more solvable than they are in theory Clever prompting, tool use, constrained topics,
LLM judges & organizational process close some gaps
TOOLS
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Practical Solutions for AI Agent Reliability and Error Reduction
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Creative Stack and Ad Composition Strategy Insights
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What’s creative stack look like? How many ads in ASC?
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Small Team AI Methodology: Effective Sprint Approach
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Been perfecting this small team AI methodology, and it’s incredibly effective. Get 4-8 people together, at least one technical and at least one subject matter expert, and sprint together with paid AI tools (free tools are fun for experiments, not for business). Start with a
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Weekly AI News: Claude Artifacts and ElevenLabs 11ai Updates
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I've been getting into the habit of posting these weekly AI news summaries to go along with my videos. Hope they've been helpful. Here's everything from this past week: Tech Updates:
– Anthropic launches Claude Artifacts to build AI apps with zero coding
– ElevenLabs drops 11ai, -
Databricks AI/BI Enables Conversational Analytics for Every User
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Databricks AI/BI puts conversational, governed analytics in every user’s hands. Ask questions in plain language, get instant insights, and trust every answer Get started: https://
databricks.com/blog/aibi-geni
e-now-generally-available?utm_source=twitter&utm_medium=organic-social
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Deployment Incentives Gap Slows AI Tools Adoption
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It’s cool this is being worked on and will dig in more. The issue I see is that the incentives to deploy the tools aren’t present. And as we know from the history of this industry, plenty of tools exist for making it better, most gathering dust as dominant players rush forward.
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Grok Solution Similar to Claude Code
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Assuming a solution similar to Claude Code or Gemini CLI but designed for Grok
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Unsloth: Simplifying LLM Fine-Tuning with Reduced Hardware Requirements
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📢Unsloth: A Guide from Basics to Fine-Tuning Vision Models
— Satya Mallick (@LearnOpenCV) 28 juin 2025
Fine-tuning LLMs just got a serious upgrade, meet Unsloth. 🦥⚡ It slashes the complexity, cost, and hardware demands of adapting models like LLaMA, Mistral, and Qwen. No GPU farm needed, Unsloth makes fast,… pic.twitter.com/NaSr8ccgHzUnsloth: A Guide from Basics to Fine-Tuning Vision Models Fine-tuning LLMs just got a serious upgrade, meet Unsloth. It slashes the complexity, cost, and hardware demands of adapting models like LLaMA, Mistral, and Qwen. No GPU farm needed, Unsloth makes fast,
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MCP Explained: Universal API for Prompts Data Tools
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New video! MCP Explained: Universal API for Prompts, Data, and Tools Check it out:
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MidJourney Video Generator Showcased in Upcoming Creator Video
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Je suis en train de préparer ma prochaine vidéo, ce sera sur le générateur vidéo MidJourney. C'est une dinguerie.
— VISION IA (@vision_ia) 28 juin 2025
Activez le son pic.twitter.com/f5qUuJA04sJe suis en train de préparer ma prochaine vidéo, ce sera sur le générateur vidéo MidJourney. C'est une dinguerie.
Activez le son