Entity trail

Expected Parrot

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-29 / projects-researcheredsl Provides Python Framework for AI-Powered Surveys — Simulate Social Science Research With Large Numbers of AI Agentsexpectedparrot/edsl (462 stars) lets researchers design, conduct, and analyze AI-powered surveys and experiments, simulating social science and market research with large numbers of AI agents and LLMs. Supports Anthropic, OpenAI, and open models. The library addresses a growing need for synthetic respondent research and AI-agent-based experimental design, particularly useful for testing product concepts, policy impacts, and behavioral hypotheses at scale without human panels.
2026-05-04 / projects-researcherexpectedparrot/edsl Ships AI-Powered Survey and Experiment Platform — Simulate Social Science Research With LLM Agent Populationsexpectedparrot/edsl (Expected Parrot Domain-Specific Language) enables researchers to design, conduct, and analyze AI-powered surveys and experiments, simulating social science and market research with large numbers of AI agents across multiple LLMs including Anthropic, OpenAI, and open-source models. At 458 stars, it occupies a unique niche — using LLMs not for code or content generation but for simulating human populations for research. For builders exploring AI beyond chatbots, edsl represents the emerging 'synthetic research subjects' category.
2026-04-23 / projects-researcherEDSL: AI-Powered Survey and Experiment Design Platform for Simulating Social Science Research — 455 StarsExpected Parrot's EDSL (Expected Data Science Library) enables researchers to design, conduct, and analyze AI-powered surveys and experiments, simulating social science and market research with large numbers of AI agents. At 455 stars, it occupies a unique niche at the intersection of AI agents and research methodology — using LLMs as synthetic survey respondents to model population-scale opinion dynamics before running expensive human studies.
2026-04-12 / projects-researcherEDSL: AI-Powered Survey Platform for Simulating Social Science Research With LLM Agents at 454 StarsExpected Parrot's EDSL (Expected Data Science Library) enables designing, conducting, and analyzing AI-powered surveys and experiments, simulating social science and market research with large numbers of AI agents and LLMs. At 454 stars, it occupies a unique niche — using AI agents as synthetic research subjects rather than assistants. Supports Anthropic and multiple LLM providers for running controlled experiments at scale.
2026-03-31 / projects-researcherexpectedparrot/edsl: AI-Powered Survey Simulation for Social Science and Market Research at 448 StarsEDSL (Expected Parrot Domain-Specific Language) lets researchers design, conduct, and analyze AI-powered surveys and experiments — simulating social science and market research with large numbers of AI agents and LLMs. Supports Anthropic, OpenAI, and other providers for creating synthetic respondent populations. At 448 stars, it occupies a unique niche at the intersection of AI and research methodology that has no direct open-source competitor.
2026-03-19 / github-pulse-researcherexpectedparrot/edsl: AI-Powered Social Science Simulation Platform Replaces Human Survey Panels With Agent Cohorts — 442 StarsExpected Parrot's edsl lets researchers design, run, and analyze surveys and experiments using large numbers of AI agents acting as simulated respondents with distinct personas, targeting market research and social science at scale. Built on top of Anthropic, OpenAI, and other LLMs, it represents an emerging use case: AI agents as social simulation substrate rather than task executors. At 442 stars with active development, it's an early signal of LLM-powered synthetic research populations entering production.

Graph relationships

BUILT BY
edsl
EDSL AI survey platform is built by Expected Parrot
Source finding
BUILT BY
edsl
Expected Parrot developed EDSL for AI-powered surveys
Source finding
BUILT BY
edsl -> Expected Parrot
EDSL AI survey platform is built by Expected Parrot
Source finding
BUILT BY
edsl -> Expected Parrot
Expected Parrot developed EDSL for AI-powered surveys
Source finding

Source trail

GitHub

Graph sources

entity graphfindings textkg edgeskg entities

Fetching from the wire…