[ICLR 2024] Dynamic Neural Response Tuning
信息的尽头，应该是行动 · Self-hostable AI information engine: multi-source aggregation, cross-source event dedup, AI curation, info-to-action loop
荔知：深圳大学校园机会聚合与搜索，筛选微信公众号中的活动、讲座、竞赛、志愿和招募信息，按截止时间排序 | SZU campus opportunity discovery engine aggregating WeChat posts with rule-based filtering, full-text search, deadline sorting and optional LLM extraction. FastAPI, Vue 3.
A configurable campus notification aggregation platform supporting multiple official sources, incremental crawling, health monitoring, and event-driven notifications（一个可扩展的校园通知聚合平台，支持多官方来源接入、增量抓取、来源健康监控和事件驱动通知）.
The repository contains data and scripts for the study "From Prediction Markets to Interpretable Collective Intelligence" by Alexey V. Osipov and Nikolay N. Osipov (arXiv:2204.13424 [cs.GT]).
Replication package for “Trading Direction and Price Discovery: Human Evidence and LLM Experiments”: hand-transcribed Plott–Sunder (1982) transactions, LLM market-experiment outputs, and code that regenerates every table and figure.
Cross-Platform Intelligent Information Aggregation & Trend Insight Engine | 全平台智能信息聚合与趋势洞察引擎
个人信息聚合 + AI 总结系统 — RSS × 三段式 pipeline × 有界 ReAct agent
Umwelt OS: your self-hosted world model. Continuously collects information from your life and the wider world, then turns it into a private, cited knowledge graph that AI agents can reason over. Local-first, event-driven, private.
When do prediction markets beat static pools? A controlled stress test of LLM belief aggregation against a known Bayes-optimal posterior. LMSR markets, quality-matched teams, adversaries, and a capability axis — released data + one-command repro.
Give it one keyword: multi-channel discovery → body extraction → date parsing → reprint merging → PII redaction → self-contained HTML report. 指定搜索爬虫。
Generates a morning briefing from sources you configure: news by topic, weather, calendar, tasks, and platform alerts (Reddit, X, email, iMessage, Discord). Config-as-personality — you only see what you turn on.
LLM agents in place of human subjects in Plott & Sunder (1982)'s five insider-information markets, plus three new controls. Engine, JSONL logs, replay viewer.
标讯雷达 BidScope：证据可追溯的多源招投标智能聚合与增量订阅系统｜2026 AI先锋未来人才大赛超聚变命题
统一 AI 情报聚合系统：多信源抓取、AI 摘要与 MCP 可查询
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