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247 Research is a subscription-based trading research community, formerly known as Front Runners, hosted through Discord. Its team publishes live research, market reports, breaking-news updates, and trading calls covering stocks, commodities, crypto, and prediction markets, with contributors specializing in macro analysis, technical analysis, fundamentals, new projects, and high-risk low-cap trades. The membership includes access to the 247 Terminal, which tracks breaking stories and wallet movements and provides one-click routing to supported exchanges and Polymarket. The service also includes live research meetings and trading sessions, Telegram-forwarding and newsroom bots, and partner benefits such as Blofin exchange perks. The listed plan provides a two-week free trial followed by $199 per month and can be cancelled at any time.

Vibe-Trading is an open-source AI personal trading agent and quantitative-finance research workspace developed by HKUDS. It turns natural-language finance questions into runnable analysis and backtesting workflows by connecting an agent to market-data loaders, portfolio and backtesting engines, report generation, persistent memory, and multi-agent research teams across asset classes. Its quantitative and risk-analysis capabilities include strategy backtesting, Heston stochastic-volatility pricing, hierarchical risk parity, copulas, and market-microstructure estimators. The project provides API and MCP interfaces, broker and market-data connectors, portfolio-management and broker-authorized trading workflows, examples, documentation, a demo, and a Shadow Account for testing. It supports read-only account sources such as official IBKR MCP and opt-in Binance USD-M snapshots, while scheduling actions require explicit confirmation and live-order safeguards fail closed on contradictory or invalid data. Implemented as a Python project, it uses a connector onboarding system that stores connection secrets in the operating-system keyring and is distributed under an open-source license.

Co-Invest is Liquid's AI trading assistant for researching markets, sizing positions, and placing trades through Claude, ChatGPT, iMessage, a Chrome extension, or the Liquid account. It uses market data such as positioning, funding, liquidation maps, on-chain flows, news, macroeconomic events, earnings, and ETF flows to produce trade ideas with a direction, size, named catalyst, and source links. It supports crypto, stocks, ETFs, indices, commodities, foreign exchange, and other markets available through Liquid, including long and short positions, multipliers, stop-losses, and take-profits. Trades require explicit user confirmation: the assistant returns a confirmation card containing the symbol, direction, size, multiplier, and rationale, and the user taps to confirm or cancel. According to the product page, Co-Invest can read a portfolio and propose trades but cannot transfer funds, change account settings, or submit an order without confirmation. The page distinguishes this assistant from Co-Invest Computer, which it identifies as Liquid's option for scheduled, hands-off execution; the video description presents scheduled trading routines as part of Liquid's AI trading offering. Co-Invest itself is described as free, with Liquid's standard trading fees and applicable perpetual-futures funding rates. It also provides a paper-trading mode using simulated balances against live market data.