#legal-tech
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Building Private Legal AI Infrastructure with Knowledge Graphs
Stephen Costigan argues that law firms should shift from renting generic AI tools to building private, firm-owned knowledge graphs to secure privileged data and create durable, differentiated legal intelligence.
AI Infrastructure, Robotics, and the Future of Human Agency
Recent developments in robotics, large-scale training diagnostics, and legal informatics highlight the rapid maturation of AI infrastructure, while historical and philosophical perspectives caution against overconfidence in predicting AI's societal trajectory.
AI Sovereignty: Strategies for Legal Independence
AI sovereignty is a growing movement among law firms and legal organizations to reduce dependency on US-based LLM providers by building, training, or controlling their own AI infrastructure to ensure operational continuity, cost efficiency, and competitive differentiation.
3rd Circuit Examines Fair Use in ROSS v. Thomson Reuters Appeal
A 3rd Circuit panel is weighing whether ROSS Intelligence’s use of Westlaw headnotes to train its legal research AI constitutes fair use or impermissible market substitution.
Perplexity Enters Legal Market with 'Computer for Counsel' Platform
Perplexity is positioning itself as a research and workflow layer for legal professionals, integrating with internal enterprise systems and legal-specific data sources like Midpage to provide cited, verifiable AI assistance.
Private Legal Intelligence: A Dedicated Platform for Fractional GCs
Sapphire Legal addresses the unique data-segregation risks faced by fractional general counsel by providing a 'private-tenant' LLM architecture that ensures zero cross-contamination between competing client matters.
Abstract Expands Legislative Intelligence into Agentic Workflow Automation
Abstract has launched 'Abstract Workers,' a service that deploys AI agents to automate post-alert workflows—such as drafting reports, updating trackers, and managing back-office tasks—directly within existing enterprise software.
Thomson Reuters CEO on CoCounsel, Fiduciary AI, and Firm Strategy
Thomson Reuters CEO Steve Hasker argues that legal AI must be 'fiduciary-grade'—grounded in authoritative content and expert-trained agents—to avoid hallucinations, while warning that firms must move beyond experimentation to re-engineer workflows.
Marketing Legal Tech in the Era of AI-Driven Search
As AI search replaces traditional SEO, legal tech vendors must shift from ranking on Google to becoming the authoritative sources cited by LLMs like ChatGPT and Claude.
AI in Legal Practice: Transcripts, Marketing, and Oversight
Panelists discuss the integration of AI tools in legal workflows, highlighting risks in AI-generated transcripts, the high cost of legal-tech marketing, and the ongoing necessity of human verification.
Centari Expands Deal Reasoning Engine with Amendment and Map Features
Centari has introduced 'Amendment Awareness' and 'Deal Maps' to shift legal AI from single-document text analysis to multi-document relational reasoning, allowing firms to build structured, reliable data assets from complex transaction sets.
Moving Beyond the Platform vs. Specialist AI Debate
The debate between broad platforms and specialist AI tools is obsolete for high-volume legal work; the real need is an 'operating system' layer that combines domain-specific legal depth with unified operational control.
Integrating Internal Knowledge with CoCounsel: The DeepJudge Deal
Thomson Reuters has integrated DeepJudge’s search capabilities directly into CoCounsel, allowing lawyers to synthesize internal firm documents with external legal authority while maintaining existing security and ethical walls.
Marketing Legal Tech in the Age of AI Search
As generative AI shifts buyer behavior from traditional search engines to LLMs, legal tech firms must pivot from SEO to 'Answer Engine Optimization' by prioritizing third-party credibility, authoritative content, and structured data.
LawNext Media (YouTube)Thomson Reuters Transitions CoCounsel to Agentic Legal Workflow
Thomson Reuters is shifting its CoCounsel Legal platform from task-based 'skills' to an agentic model, allowing users to manage entire legal matters through an iterative, verifiable, and collaborative workspace.
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