Encyclopedia Autonomica

Your guide through the fascinating world of cognitive agents

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Your guide through the fascinating world of cognitive agents

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Substack's most exclusive Cognitive Agents Newsletter Where Agent= Goals + Reasoning/Planning + Memory + Tools Project Reviews, Paper Explainers, Job Postings, Code Clinics.

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I created Encyclopedia Autonomica to bridge a gap I noticed in conversations about AI, cognitive agents, and synthetic data. While much of what’s written in this space is either high-level theory or buried in academic detail, I wanted to offer something different: a digest that makes complex topics both accessible and actionable. My years in investment, risk, and tech management taught me that innovation doesn’t just happen in theory; it thrives on practical insights and strategic foresight. As I dug deeper into AI, game theory, and the fascinating world of autonomous agents, I realized there was a need for a publication that explored these concepts from a hands-on perspective. Each post in Encyclopedia Autonomica unpacks real-world implications of cutting-edge technologies—things I think can shape industries and challenge how we understand intelligence. It’s for anyone curious about where AI and human cognition intersect, and I’m thrilled to share it with you.

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2yr ago

Finclout

Maker

I just published on Encyclopedia Autonomica: a deep dive into real-time market data forecasting. In today’s fast-paced financial landscape, the ability to accurately anticipate market shifts is crucial. This article explores Transformer as the latest methodologies for refining market data forecasts and discusses the transformative potential of AI-driven insights. Check it out to see how forecasting innovations are reshaping market strategy. https://open.substack.com/pub/jd...

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2yr ago

Finclout

Maker

AI had a few interesting moments lately. The pace of innovation keeps the field lively—especially when it starts redefining what we thought was possible. A couple of these recent shifts are worth a closer look: NVIDIA - Search and Summarize Vast Volumes of Visual Data https://blogs.nvidia.com/blog/vi... Microsoft open sources Magnetic-One a generalist multi-agent system for solving open-ended web and file-based tasks across a variety of domains https://github.com/microsoft/aut... Scale AI and Meta launch Defense LLama Purpose-Built for American National Security https://scale.com/blog/defense-l... FishAudio launches Fish Agent V0.1 3B Voice-to-Voice model capable of capturing and generating environmental audio information in 8 languages https://github.com/fishaudio/fis... Atlassian adds virtual agents, AI to Jira Service Management https://www.itopstimes.com/itsm/... METAGPT launches SELA - Tree-Search Enhanced LLM Agents for Automated Machine Learning https://github.com/geekan/MetaGP...

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2yr ago

Finclout

Maker

As AI agents with true agency become more integrated into our lives, the imperative to govern their actions for safety and security grows. Here are three articles where I explore governance frameworks and threat scenarios in digital and physical realms. Effective Risk Management Strategies for Autonomous Agents in AI Development Illuminating the intricate interplay between AI safety and AI security https://jdsemrau.substack.com/p/... AI Security and the World of Horizon Zero Dawn Exploiting Zero-Day Vulnerabilities with Multi-agent Hierarchical Task Network Planners and the Threat of Apocalyptic Destruction. https://jdsemrau.substack.com/p/... Large Language Models in Game Theory: Analyzing AI Behavior in Repeated Games Building Behavioral Game Theory for Benevolent Agents https://jdsemrau.substack.com/p/... I hope to contribute some of these ideas to the Athens Roundtable in Paris later this year.

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2yr ago

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