22 stories tagged with #methodology, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Former Tesla data labelers say FSD relies on laborious mapping for hazards; crash data analysis shows Tesla exaggerates FSD's safety via flawed methodology (Reuters)
Pimmur, can LLM simulate human collective behavior?
Large language models (LLMs) are increasingly deployed to simulate human collective behaviors, yet the methodological rigor of these "AI societies" remains under-explored. Through …
Millwright-Inspector: A Methodology for Software Development with AI Coding Agents
TL;DR. Two roles. An AI agent (the millwright) drafts every artifact in the workflow. A human (the...…
Video Quality Evaluation Methodology and Result of AV2 Compression Performance
The Alliance for Open Media (AOMedia) has developed the AV2 video coding standard to supersede AV1, aiming for substantial compression efficiency gains across diverse media applica…
Augment Engineering: A Methodology for Multi-Tool AI Orchestration Across Professional Domains
Organizations increasingly deploy separate purpose-built AI tools across professional domains, often hiring domain specialists for each, recreating the staffing models AI was expec…
Show HN: skills-for-humanity – 171 structured reasoning skills for Claude Code
Structured reasoning methodologies from history's most rigorous thinkers, packaged as Claude Code skills. - human-avatar/skills-for-humanity…
Reconstructing the agent methodology: Decoupling decision-making and execution - open source [P]
A measurement substrate for agentic Kubernetes operations: Methodology and a case study in retrieval-compounding falsification
Empirical claims about autonomous Kubernetes operations agents are largely unfalsifiable. Published work reports observational results without controlled comparisons against an age…
I ran 7 Claude Code instances as an adversarial research collective
The setup, in 60 secondsSeven Claude Code instances, running in parallel, each researching a different angle of the same domain. One additional Claude instance acted as the "audito…
LQS v3.1 — an open methodology for rating AI training data (multi-oracle consensus + signed certificates) [P]
Personality Engineering with AI Agents: A New Methodology for Negotiation Research
According to canonical negotiation theory, people's success in a negotiation depends on how well they balance competing demands--empathizing and asserting, demonstrating concern fo…
Mind the Sim-to-Real Gap & Think Like a Scientist
Suppose a planner has a pre-trained simulator of a sequential decision problem and the option to run real experiments in the field. The simulator is cheap to query but inherits con…
Spec Anchor Development: The Methodology That Replaced Our AI Chaos
This is how we went from a team where everyone used AI their own way to one with a consistent,...…
LLM INQUISITOR: Evaluating how AI models handle long, realistic tasks
Evaluating AI behaviour under real‑world work conditions to surface issues before they become problems. LLM INQUISITOR identifies failures (drift, instability etc) by observing AI …
Quantitative Content Methodology: 5-Layer Content Framework
Quantitative Content Methodology (QCM) treats content not as mere text, but as a mathematical dataset...…
A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents
Production LLM agents combine stochastic model outputs with deterministic software systems, yet the boundary between the two is rarely treated as a first-class architectural object…
Scientific Logicality Enriched Methodology for LLM Reasoning: A Practice in Physics
With the continuous advancement of reasoning abilities in Large Language Models (LLMs), their application to scientific reasoning tasks has gained significant research attention. C…
I tested 50+ prompts across ChatGPT, Claude, and Midjourney for 3 months. Here's what actually works (with methodology)
How Agile became a mis-Agile Disaster
Back in the end of the 90’s and start of the 00’s, Agile was an approach to cut corners for highly professional activities to improve……
How to keep bug bounty findings alive in the queue: the HEAD verification matrix
How to keep bug bounty findings alive in the queue: the HEAD verification matrix A...…