Instead of relying on large, general-purpose LLMs, consider using Small Language Models (SLMs) and integrating them into your agent pipeline. SLMs are faster, cheaper, and in many cases, just as effective for tool-like and repetitive tasks.
AGENTS
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Small Language Models Drive Future Agentic AI Systems
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Small Language Models are the Future of Agentic AI! NVIDIA Research just dropped a paper that could change how you think about building agentic systems. Here is everything you need to know:
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AI Agents vs RPA: Deployment Guide for Business Leaders
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AI Agents vs RPA – What Every Business Leader Needs To Know AI agents and Robotic Process Automation (RPA) may sound similar, but they serve entirely different purposes: RPA follows fixed workflows; AI agents adapt, reason and interact autonomously. Knowing when to deploy each
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From Dashboards to Self-Optimizing Systems: Data-Driven Autonomy
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The transition from dashboards to self-optimizing systems shows not just a technical shift, but a deeper awareness that data is not a static tool, but a capability that grows and enables alignment between human intent and machine autonomy. Microblog @antgrasso #DataDriven
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Claude Code is not one-shot, contrary to criticisms
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In my last video, all my code benchmarks were done in one shot, in a single sentence. I see plenty of people acting like monkeys telling me: "Yes but Claude Code is better, you know nothiiing". So I say it again: CLAUDE CODE IS NOT ONE-SHOT!!! Yes
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Prompt Injection and MCP Security: Emerging Threats
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I gave a talk on Wednesday at the Bay Area AI Security Meetup about prompt injection, MCP security and the lethal trifecta. Here are the annotated slides from my presentation, including notes on my weird hobby of trying to coin or amplify new terms of art
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Mitigating AI Security Risks: The Lethal Trifecta Solution
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The only solution I know of to the lethal trifecta is to cut off one of the three legs – when Cursor say "limit to those that access trusted content" they're recommending avoiding exposure to untrusted data that might contain malicious instructions, which is often very hard to do
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Snorkel Researcher Shares AI Agents Experiments Teaser
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Check out Snorkel researcher @chris_m_glaze
’s teaser on experiments he’s been running on AI agents -
Notebooks Superior for AI Agents and Human Collaboration
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Notebooks are actually better for agents (and humans), because all the context (docs, tests, and implementation) are co-located, so you know exactly what's going on.