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Earlier sources: Markets

Markets connect capital, goods, services, and labor. This region follows economic developments, public markets, venture capital, fintech, and commerce. Source attention does not constitute financial advice or forecast investment returns.

SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.

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246 classified signals in the fourteen-day window. Recent momentum: rising. These counts include signals awaiting readable evidence.

Earlier sources

Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.

  1. arXiv · Published · First archived

    On the Pricing of American Options under Stochastic Local Volatility and Stochastic Correlation via the RBSDE Framework ↗

    In this work, we study the pricing of American options under stochastic local volatility (SLV) models extended by including stochastic correlation driven by an additional stochastic process. We generalize the class of SLV models by incorporating a flexible stochastic correlation structure. To price options within these extended models, we derive the corresponding reflected forward-backward stochastic differential equations (RBSDEs) and employ data-driven numerical methods to solve them for both pricing and hedging purposes. The RBSDE framework enables the modelling of the future evolution of t…

  2. GitHub · Repository created · First archived

    AllenPan-Git/SimpleQuant ↗

    低代码的 A 股量化回测工具 · Low-code quant backtesting for China A-shares

  3. Hacker News · Posted on Hacker News · First archived

    AI borrowers face tough sell in risky corners of US credit market ↗

    Hacker News discussion.

  4. OpenAlex · Published · First archived

    A low-carbon economic bidding strategy for power generators considering multi-market coupling: a multi-agent deep reinforcement learning approach ↗

    The coupling of electricity, carbon, and tradable green certificate markets is expected to reshape generation companies’ (GENCOs’) bidding strategies. To support power-sector decarbonization and improve strategic bidding decisions, this paper proposes a multi-layer electricity market clearing framework integrating carbon trading and tradable green certificates (TGC). A non-convex multi-segment bidding model is developed for GENCOs to capture the joint effects of generation costs and environmental compliance costs on bidding offers. In addition, a Beta-distribution-based multi-agent proximal po…

  5. Hacker News · Posted on Hacker News · First archived

    The Router Economy ↗

    Hacker News discussion.

  6. Hacker News · Posted on Hacker News · First archived

    The Electric Trucking Market's Record Rise: Three Things to Know ↗

    Hacker News discussion.

  7. Hacker News · Posted on Hacker News · First archived

    US trade regulator opens investigation into AI giants ↗

    Hacker News discussion.

  8. arXiv · Published · First archived

    Beyond Supra-Competitive Outcomes: Collusive Behaviour in Deep Reinforcement Learning for Optimal Execution Games ↗

    In this paper, we extend earlier findings of supra-competitive outcomes in optimal-execution games by identifying a learned punitive mechanism that deters deviations and provides behavioural evidence of collusion. We investigate this mechanism in a two-player, finite-horizon Almgren-Chriss liquidation game. Independent proximal policy optimisation agents with access to within-episode price and action histories achieve costs below the Nash benchmark. We identify a profitable deviation by training against the mean learned liquidation schedule, then impose its first trade on one of the original a…

  9. Hacker News · Posted on Hacker News · First archived

    When the Tech Revolution Came to Wall Street – Stories.Finance ↗

    Hacker News discussion.

  10. Hacker News · Posted on Hacker News · First archived

    Ask HN: Is there a market for AI critics? ↗

    I have a bit of an odd background -- like a lot of folks, I became interested in IT security during the free fire zone that was the late 90s and early 2000s internet -- battlefield promoted at age 12 into household sysadmin was an... interesting dynamic. (Parents try to take compy away, it inevitably fills with bloatware after a few days) Flash forward -- after reporting an insider threat, I don't currently work in IT security, and took on a job…

Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.

How to assess evidence about Markets

Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.

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