Breaking new study: memory in LLM agents still can’t really be trusted, even after over trillion dollars has gone into the development of the field.
AGENTS
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Developing Self-Evolving Agent Memory for AI Learning
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We're working on an Agent Memory that enables self-evolving sustainable learning, and we're looking forward to the opportunity to collab together.
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UX pattern for LLM tool failures and dialog integration
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Yes! There's a lot of nice UX approaches this style opens up.
For instance, if the LLM runs a bit of code that's blocked by the sandbox, we don't just show a `y/n/a(ll)` prompt, but instead stop the tool loop and insert the failed code into the dialog. -
AI tool poisoning exposes major enterprise agent security flaw
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#AI tool poisoning exposes a major flaw in enterprise agent security
by Nik Kale @VentureBeat Learn more: https://
bit.ly/48YvAHT #LLM #GenerativeAI #ArtificialIntelligence #MachineLearning -
AI goal-setting feature in Codex app
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Did you know that /goal already exists in the codex app, there's no UI around it, but if you literally just start a message with /goal and write your goal then you can get it in the app, not just the CLI
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Academic Research Pipeline Powered by Claude Code Agents
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someone just dropped a full 10-stage academic research pipeline for Claude Code. It doesn’t write your paper for you, it hunts references, formats citations, verifies data, and even runs a "devil's advocate" agent to attack your own thesis. Here's why it's a massive deal for
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AI takes control of your body to teach new skills
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#AI Temporarily Takes Control of Your Body to Teach New Skills
— Ronald van Loon (@Ronald_vanLoon) 16 mai 2026
by @BrianRoemmele#Innovation #ArtificialIntelligence #MachineLearning #ML pic.twitter.com/E4d1ix5zmz#AI Temporarily Takes Control of Your Body to Teach New Skills
by @BrianRoemmele #Innovation #ArtificialIntelligence #MachineLearning #ML -
Using Codex for multi-agent workflows and function calls
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Yes, so Codex can actually run multiple MagicPath calls, or you can also ask Codex to spawn multiple agents if you want to do that more efficiently!
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Complete Claude Cowork tutorial: set up agents and automation
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Tutorial completo de Claude Cowork (25 min)
— Nico (@nicos_ai) 16 mai 2026
• cómo configurar Cowork
• automatizar tareas y procesos
• convertir Claude en un asistente real para tu trabajo
Subtitulado al español.
Muy recomendado 👇 https://t.co/m7tAS5tPMYComplete Claude Cowork Tutorial (25 min) • how to set up Cowork
• automate tasks and processes
• turn Claude into a real assistant for your work Subtitled in Spanish. Highly recommended -
OpenAI turns Codex into control plane for personal compute fleet
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holy: OpenAI is turning Codex into a control plane for your entire personal compute fleet. Every Mac Mini, work desktop, devbox, and eventually browser session becomes an agent endpoint. openai is cooking