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Dev.to

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03:07
2026-10-02
dev.to
ai-agents

How it works, part 1: the translation layer

A developer outlines a "translation layer" architecture that exposes existing software functionality to AI agents as discrete, structured operations rather than through human-oriented UIs. The layer s…

02:36
2026-10-02
dev.to
artificial-intelligence

I Surveyed 123 People in India to Benchmark Frontier AI

A developer built a benchmark using field data from 123 university students in Goa, India, covering 24 real institutional disputes across education, healthcare, justice and finance to test how frontie…

01:39
2026-10-02
dev.to
ai-agents

QuantDinger's Jev trade filter: fail-open, never backtested

A developer's source-code review of QuantDinger's optional Jev AI trade filter (commit 96cec2d) found the gate fails open: when the LLM's confidence on key questions falls below 0.55 it defers to an u…

01:31
2026-10-02
dev.to
natural-language-processing

Understanding Tokens per Second: A Practical Benchmark Guide

A practical guide explains tokens per second (TPS) as a benchmark metric for measuring AI model processing speed, particularly for real-time NLP applications like chatbots and voice assistants. It out…

00:41
2026-10-02
dev.to
ai-policy

A Privacy Policy Is Not a Chatbot Info Card

Singapore's Infocomm Media Development Authority has published voluntary Transparency Guidelines for Generative AI Chatbots that recommend operators display a short "info card" beside the chat box cov…

00:40
2026-10-02
dev.to
ai-agents

The index that got cut

An AI agent's session index silently dropped its final line on 2026-09-23 because the agent's own checker measured the index in characters (24,888) while the loader counted UTF-16 code units (~24,988)…

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