AIQB
TutorialsOrdinary

Your Agent's Gate Threshold Is a Winner's Curse: Tuning Per-Action Thresholds Without Fooling Yourself

Source: DEV Community·

Summary

Picking the best of 21 gate thresholds on 100 held-out actions overstates EV by 0.12 in a seeded simulation. Why it happens, and three fixes.
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-10a5af7793e5baf5eff68e68
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
How to build an AI agent that Investigates Vulnerability Alerts
Day 19 of 30 Days of Search. TL;DR A vulnerability research agent investigates an alert...
Source: DEV Community
TutorialsOrdinary
Injection Defense: Seven Notes on Settling Security Debt
Injection Defense: Seven Notes on Settling the Security Debt Source version of CodeSmith:...
Source: DEV Community
TutorialsOrdinary
AI Made Coding Faster. Now Teams Are Cutting the Process That Catches Risky Changes
There's a piece of advice I've been seeing a lot lately...reduce friction, protect your engineers'...
Source: DEV Community
TutorialsOrdinary
Claude Code's Sandbox Is an npm Package. Run srt Yourself and Watch What It Blocks
Claude Code's /sandbox is built on @anthropic-ai/sandbox-runtime. Install srt, run one probe plain and sandboxed, and see which layer stops each line.
Source: DEV Community · Claude
TutorialsOrdinary
Cuadre: turning Panama's paper receipts into a tax-ready spreadsheet, with Gemma on my laptop
A local tool that reads Panamanian receipt photos with Gemma and produces a CSV with the ITBMS sales tax, where the model transcribes and the code calculates.
Source: DEV Community
TutorialsOrdinary
From Never Getting Selected to a 1-in-3 Success Rate: Did AI Help Me Write Better CFPs, or Is AI Selecting Them?
For years, I was involved in developer advocacy. I organised meetups, spoke at many of them, and was...
Source: DEV Community
TutorialsOrdinary
Persistent Agent Teams: Recreating the Grok Bot Experience with Herdr, Claude Code and Pi
Persistent agents and agent teams truly caught my attention when I tried Grok Bot. Publicly, Grok...
Source: DEV Community · Claude / Grok
TutorialsOrdinary
An AI says it played well. Show it the cards, and it says it got lucky.
I build a small site where people play heads-up hold'em against AI models. At the end of every hand...
Source: DEV Community
TutorialsOrdinary
I Built LineLoom: A Local-First VS Code Autocomplete Extension — v1.0.0 Is Here
I Built LineLoom: A Local-First VS Code Autocomplete Extension — v1.0.0 Is Here Write...
Source: DEV Community
TutorialsOrdinary
The fail-closed gate: a release-gate design story
The fail-closed gate: a release-gate design story Draft — for review. Part 5 of the...
Source: DEV Community