AI Odyssey
Anlie Arnaudy, Daniel Herbera and Guillaume Fournier
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Your Best Colleague Is Now a Skill
What if an AI agent could preserve a colleague’s judgment without pretending to become that person?COLLEAGUE.SKILL turns chats, documents, emails, screenshots, and other traces into inspectable agent…
AI Agents Just Learned to Train Their Own Skills
What if the next leap in AI agents is not a bigger model, but a skill document that learns from failure? SkillOpt treats agent skills as trainable external memory: a separate optimizer edits a…
AI Agents Fail the Spreadsheet Test
What happens when AI agents are asked to build the spreadsheets finance teams actually use?WorkstreamBench, a benchmark for end-to-end financial spreadsheet work, exposes the gap between impressive…
Hermes Agent and the Rise of Agentic Operating Systems
Every forty years, the way we touch a computer changes shape. The command line gave way to the mouse. The mouse gave way to the touchscreen. And now, quietly, the screen itself is starting to…
The Agent Question Nobody Asked: When Should AI Interrupt You?
Most people assume an AI agent should ask for clarification as early as possible. This paper shows that the truth is more subtle.For long-horizon agents — AI systems that execute many steps over time…
AI Agents Have a Coordination Problem
What if multi-agent AI systems fail less because the models are weak, and more because the agents are badly coordinated? This paper treats coordination as an architectural layer : who talks to whom,…
AI Agents Are Becoming Companies
What if the next leap in AI agents is not a smarter worker, but a better organisation?This paper introduces OneManCompany, a framework that turns scattered agents, tools, skills, and runtime…
AI Agents Just Learned to Remember
What if the real bottleneck for AI agents is not reasoning,but memory?StructMem argues that long-term agents should not storeconversations as isolated facts or expensive knowledge graphs. Instead,…
The Protocol That Lets Agents Rewrite Themselves
What if the missing layer in agent design isn't communication, but version control?In this episode, we unpack Autogenesis, a two-layer protocol that treats prompts, tools, and memory as first-class…
When Agents Learn to Forget: The Memory Revolution in AI Research
What if the biggest bottleneck in AI agents wasn't reasoning power, but memory management?In this episode, we explore a fascinating new framework called MIA, the Memory Intelligence Agent, which…
The Web is a Minefield: How AI Agents Get Trapped
What if the biggest threat to AI agents isn't a flaw in the model, but the internet itself?A new paper from Google DeepMind introduces the first systematic framework for "AI Agent Traps": adversarial…
🎧 AI That Rewrites Its Own Brain: Meet the HyperAgent
What happens when you give an AI system the ability to modify not just its answers, but the very process it uses to improve itself?In this episode, we explore HyperAgents, a new framework from Meta…
When Agents Remember Their Mistakes: The End of AI Amnesia
What if an AI agent could learn from every single failure, every clumsy workaround, every brilliant recovery, and feed that experience back into its own future performance?Today’s LLM-powered agents…
Agents That Teach Themselves
What if AI agents could diagnose their own mistakes and build the exact skills they need to fix them, with no human intervention?In this episode, we explore EvoSkill, a self-evolving framework where…
Your AI Agent is Flying Blind: The Skills Gap No One is Talking About
What if the biggest bottleneck in AI agent performance isn’t the model itself—but what it doesn’t know how to do?In this episode, we explore SkillsBench, the first benchmark that systematically…
Your AI Assistant Doesn't Know You Yet. But It's Learning.
What if your AI assistant could actually remember you — not just your name, but how your preferences evolve over time?Researchers from Meta have introduced PAHF — Personalized Agents from Human…
🎧 Deep Agents Are Here: The End of AI Assistants as We Know Them
What if AI stopped waiting for your instructions and started planning, delegating, and executing complex projects on its own — for hours or even days?In this episode, we explore the rise of “Deep…
🎧 OpenClaw: The Lobster That Wants to Run Your Life
Remember when Siri was supposed to change everything? This might actually be it.OpenClaw is the Jarvis we were promised—an AI assistant that actually does things. It reads your emails, manages your…
🎧 Judging the Judges: Why AI Now Needs AI Agents to Grade AI
What happens when the technology we built to evaluate AI becomes too limited to keep up with AI itself?In this episode, we explore a fundamental shift in how we assess artificial intelligence. For…
Skills: The Secret Weapon That Makes AI Agents 50% Faster
What if you could get all the benefits of multi-agent AI systems—at half the cost and twice the speed?In this episode, we explore a powerful new paradigm for building AI agents: replacing expensive…
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AI Odyssey has published 80 episodes since September 2024, covering topics in Technology.
AI Odyssey is currently highly active with new episodes weekly. Average episode length is 15m.
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