Presentation: The Agent Harness: Control Planes, Invariants, and Approval Boundaries for Production AI Agents

Tilly Norwood Suddenly Switches to Cantonese Mid-Interview, Raising AI Avatar Control Concerns

Tilly Norwood abruptly switched to Cantonese mid-interview, spotlighting the controls companies need before deploying public-facing AI avatars.

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Building a Pre-Trade Oracle Safety Check for DeFi Agents

An agent can construct a valid transaction and still make a poor decision if the price data behind it is stale or inconsistent.

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A Simple Tool for Finding the Right Open-Source LLM for Your Hardware

I’ve been exploring local AI models lately, and one question keeps coming up: " Which model can actually run on my machine?

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Your Finance Agent Needs an Evaluation Harness, Not Just a Prompt

Your Finance Agent Needs an Evaluation Harness, Not Just a Prompt A finance agent can produce a convincing answer and still be wrong in the one way that matters: it can make a decision without enough…

• Implement evaluation harness for finance agents, not just prompt improvements.
• Define decision-making scope with desired action, confidence level, evidence IDs, and rationale.
• Create dataset with transaction types and expected behavior for regression testing.

3h ago ·dev.to