Industry newsAi training data protection
Protective Orders to Restrict AI Training on Produced Data: Artificial Intelligence Best Practices
Courts are issuing protective orders that expressly prohibit AI systems from training on litigation-produced data — a direct compliance requirement every review platform must address.Read the dispatchIndustry newsE discovery aiHarvey Partners With Everlaw to Streamline Legal Evidence Workflows
Harvey's AI integrates directly into Everlaw's e-discovery platform — attorneys can apply generative AI inside the same environment where evidence lives.Read the dispatchIndustry newsLegal ai reliabilitySame Facts, Different Answer: Legal AI’s Consistency Problem
Legal AI tools producing different answers from identical facts create real liability exposure for firms relying on them in active matters.Read the dispatchIndustry newsAi regulationCalifornia SB 574: Will AI’s Home State Kill Off AI for Law?
California's SB 574 could impose sweeping constraints on AI use in legal practice, directly threatening how vendors and firms deploy AI tools.Read the dispatchIndustry newsLegal ai platformsDeepJudge + Legora Form ‘Bidirectional Partnership’ – Updated
DeepJudge and Legora linking their platforms could expand each tool's footprint, though the bidirectional framing suggests a marketing-heavy announcement.Read the dispatchIndustry newsLegal ai modelsKen Crutchfield: When AI Models Become Commodities -- What Open-Weight AI Could Mean For LegalTech | LawSites
As capable open-weight models drive AI costs toward zero, legal tech vendors will compete on workflow depth, trusted data, and defensible outputs rather than model differentiation.Read the dispatchIndustry newsE discovery aiRelativity President Chris Brown Discusses AI Integrations, Broadening Company's E-Discovery Focus
Relativity's president outlines where the platform's AI integrations are heading — a direct signal from the dominant e-discovery infrastructure provider.Read the dispatchIndustry newsTar genai discoveryOld Rules, New Tools: N.D. Cal. Applies Traditional TAR Principles to Generative AI Discovery
A federal court ruling extends established TAR compliance standards to generative AI discovery tools, giving litigation teams clearer and more defensible ground rules.Read the dispatchIndustry newsAi hallucinationsLaw Firm Must Pay More Than $45,000 In Attorney Fees for AI Hallucinations: Artificial Intelligence Trends
A court imposed $45,000-plus in fees after AI-generated filings contained hallucinations, making clear that unverified AI output carries real financial and disciplinary risk.Read the dispatchIndustry newsEsi protocolComprehensive ESI Protocol Includes Hyperlinked Files, Generative AI and More: eDiscovery Case Law
A court-approved ESI protocol now explicitly covers hyperlinked files and GenAI use, giving litigators an early compliance template before standards fully solidify.Read the dispatchIndustry newsLegal ai dataFastcase And Alexi Head To Court This Week In High-Stakes Fight Over Legal AI, Caselaw Data And Clio’s $1B vLex Deal
A court battle over caselaw data rights could set boundaries for how legal AI vendors license public court records, with Clio's vLex deal as backdrop.Read the dispatchIndustry newsWork product privilegeGenAI Prompts in eDiscovery: Are They Protected Work Product? eDiscovery Trends
The question of whether attorney GenAI prompts are shielded as work product is unresolved, with direct consequences for how firms should document AI-assisted review.Read the dispatchIndustry newsAi evidence rulesA Judge Just Called for 10 New Rules on AI Evidence
Proposed judicial rules on AI-generated evidence would directly govern how platforms authenticate, produce, and present AI-coded records in court.Read the dispatchIndustry newsAi copyrightAt 3rd Circuit, Judges Press ROSS and Thomson Reuters on Fair Use, AI Training and Market Harm | LawSites
How the Third Circuit rules on copyright and AI training data could redraw what models every legal platform can legally build on.Read the dispatchIndustry newsLegal ai toolsThomson Reuters CEO Steve Hasker on the Next Generation of CoCounsel, the ‘Future of Professionals’ Report, and Why TR Is Building Its Own LLM | LawSites
Thomson Reuters building a proprietary LLM signals that model control and data sovereignty are becoming competitive requirements, not differentiators, in legal AI.Read the dispatchIndustry newsLegal ai marketPerplexity Gets Serious About Legal
Perplexity entering legal research puts a well-funded AI search player in direct competition with Westlaw and Lexis for a lucrative practitioner market.Read the dispatchIndustry newsLaw firm aiHow Hanson Bridgett Is Using Claude Firmwide
Hanson Bridgett's firmwide Claude rollout is one of the most detailed public accounts of an AI-first operating model inside a law firm.Read the dispatchIndustry newsLaw firm aiKen Crutchfield: Is Kirkland’s $500 Million AI Investment Really A Bet On Data?
Framing Kirkland's $500M commitment as a proprietary data play rather than a tooling bet has implications for how competitors justify their own AI budgets.Read the dispatchIndustry newsAi discoverabilityEnviro Group Can’t Delay Handing Over AI Prompts, Shell Contends: Artificial Intelligence Trends
Courts ordering production of AI prompts would force litigation holds to cover AI tool usage, an obligation most firms haven't prepared for.Read the dispatchIndustry newsLaw firm cybersecurityFox Rothschild and Weil Gotshal See Data Breaches Amid Ransomware Attacks Against Law Firms
Back-to-back ransomware hits on Fox Rothschild and Weil Gotshal underscore the persistent vulnerability of law firms holding sensitive client data.Read the dispatchIndustry newsAi hallucinationsAttorneys Are Blaming Legal AI Technology Vendors for Hallucinations: Artificial Intelligence Trends
Attorneys attributing hallucinations to vendors signals mounting pressure for legal AI providers to accept contractual accountability for output accuracy.Read the dispatchIndustry newsLegal ai securityLawyers Put Prompt Injection in a Document to Try to Influence the Court’s AI Tools: Artificial Intelligence Trends
Attorneys embedding adversarial prompts in filed documents to skew AI-assisted review exposes a critical integrity threat for any platform running LLMs on unvetted evidence.Read the dispatchIndustry newsLegal tech trendsThe Kitchen Sink for April 3, 2026: Legal Tech Trends
A wide-format digest of legal technology developments covering tool releases, market moves, and emerging practice guidance across the industry.Read the dispatchIndustry headlines from other publications. Each links to the original reporting on the publisher's own site.
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