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    LegalTek Live Databases

    Four real-time databases tracking how courts and bar regulators worldwide are ruling on artificial intelligence in legal practice. Built for attorneys, judges, researchers, and journalists.

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    Research Library · September 14, 2026 Preprint

    Dream-RSI: Recursive Self-Improvement through Evolving Worlds

    Explore the paper’s evolving-world architecture, reported benchmarks, research status, and governance implications—with direct links to the arXiv record and manuscript.

    Open Paper Page
    Featured Spotlight

    Another One Bytes the Dust

    A running roll call of every U.S. attorney sanctioned for filing AI-hallucinated briefs — names, firms, courts, and the price they paid. Updated daily.

    View the Roll Call

    Methodology & Data Source

    Source data is aggregated from Damien Charlotin's public AI caselaw datasets, re-indexed and synchronized daily into LegalTek's infrastructure. Every decision includes the case name, court, party, AI tool (when identified), outcome, and a link to the original source document.

    LegalTek.ai is a technology company, not a law firm. Nothing on these databases constitutes legal advice. Consult a licensed attorney in your jurisdiction.

    AI Strategy and Governance for Modern Law Firms

    Founded by Matthew A. Mishak, Esq. — Harvard Business School Executive Education Graduate, MIT Sloan Artificial Intelligence Graduate.

    Mission

    LegalTek.ai proves you don't have to choose between speed and care, scale and quality, efficiency and ethics. Dedicated to closing the justice gap through ethical AI adoption.

    The COUNSEL Framework for Ethical AI in Law

    Mapped to and operationalizing ABA Formal Opinion 512 (the ABA does not endorse vendor frameworks). COUNSEL stands for: Confidentiality, Oversight, Understanding, Notification, Scrutiny, Equity, and Lifetime Learning.

    SilverTung AI Concierge

    A managed AI service for legal professionals with human oversight, ethical guardrails, and COUNSEL Framework compliance.

    Core Values

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    Website: https://legaltek.ai | Twitter: @legaltek_ai