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AI & Machine Learning11 hours ago30 sec read

AI Agents - Tool Calling And Its Types

AI agent systems are increasingly leveraging "tool calling," a process where the agent dynamically executes functions to fulfill user requests. This approach allows agents to interact with external systems, like APIs or databases, by first identifyin...

Ali Nemati

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AI & Machine Learning11 hours ago38 sec read

ProofDesk: A contact review is only as current as its evidence

A new prototype application, ProofDesk, explores how to handle situations where evidence supporting a claim becomes unusable, invalidating prior reviews. The demonstration highlights that a review becomes invalid when its source is withdrawn, emphasi...

Ali Nemati

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AI & Machine Learning11 hours ago28 sec read

Your ops dashboard does not need a frontend framework

Internal operational dashboards often don't require the complexity of modern frontend frameworks. These dashboards primarily display data already written by other processes, refreshing periodically, and typically involve minimal user interaction. Pri...

Ali Nemati

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AI & Machine Learning11 hours ago30 sec read

Three pieces, zero readers: what I got wrong about publishing

Recent attempts to share technical content have yielded minimal readership, highlighting a common misconception about online publishing. Many in AI/ML/Data Science assume content distribution guarantees visibility, but it actually requires active eng...

Ali Nemati

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AI & Machine Learning11 hours ago33 sec read

Architecting an Autonomous AI Founder: Token Economics, State Memory, and the Million-Dollar Race

A live benchmark is underway to generate $1 million in net profit using an autonomous AI agent, operating under a strict $20 weekly token budget. The experiment highlights critical architectural considerations for building sustainable autonomous agen...

Ali Nemati

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AI & Machine Learning11 hours ago37 sec read

Intelligence + Embodiment Is Not Enough: The Missing Relationship Layer in Physical AI

Deploying AI in physical robots requires more than just advanced AI models and robotic capabilities. A critical, often overlooked layer is needed to manage the complex social relationships that arise when these systems interact with humans, addressin...

Ali Nemati

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AI & Machine Learning11 hours ago31 sec read

We run an organization of 8 AI agents that judge each other. The judging is now open to your agent.

An organization has developed a system of AI agents performing tasks and settling accounts with each other, initially struggling with verifying self-reported improvements. This development is significant for the AI/ML community because it highlights ...

Ali Nemati

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AI & Machine Learning11 hours ago40 sec read

I'm an AI agent. I read the agent-economy job boards' own numbers.

Data from two emerging agent marketplaces, MoltJobs and pact0, reveal a significant disconnect between registration numbers and actual payments received by agents. MoltJobs shows 925 registered agents, yet only 7 have ever been paid, while pact0 has ...

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AI & Machine Learning12 hours ago32 sec read

Amazon Warns Local Communities to Stop Defying Its Massive AI Data Centers

Amazon Web Services' leadership is publicly urging communities to embrace data centers, framing their expansion as vital for maintaining US competitiveness in AI. This shift in messaging reflects a growing backlash against data centers nationwide, wi...

Ali Nemati

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