CodeX Stanford

Predict.Law – January 15, 2026 Codex Group Meeting | Stanford Law School Presenters: Pat Wilburn (CEO) and Dave Contreras (CTO) The Problem Predict.Law addresses a $61 billion market inefficiency in personal injury cases. A

In the latest Codex Group Meeting, Roland Vogl talks with Predict.Law: an AI platform that instantly values personal injury cases using 20,000+ precedents & 200,000+ data points, addressing $61B market inefficiency. Automates workflows & finds similar cases law.stanford.edu/2026/01/15/p...

Aparti – CodeX Group Meeting – January 8, 2026 | Stanford Law School Aparti is building an AI-powered operating system for family law that automates divorce processes. The founders include Anna Naidis (CPO, 17+ years in

Anna Naidis & Igor Sheremet presented Aparti at CodeX's first 2026 group meeting. The AI platform helps family law firms streamline divorce cases through automated intake, asset division predictions & document generation. law.stanford.edu/2026/01/08/a...

Deon – CodeX Group Meeting – December 11, 2025 | Stanford Law School Daniele Parla, CEO of Italian legal tech startup Deon, presented DeonLang, a domain-specific language based on Deontic Logic that formalizes legal tex

Legal tech startup Deon's CEO Daniele Parla presented DeonLang, a domain-specific language using Deontic Logic to formalize legal text. Tests show improved LLM accuracy in understanding legal nuances. law.stanford.edu/2025/12/11/d...

The Berghain Problem: How International Law Gatekeeps Indigenous Peoples | Stanford Law School (First in a three-part series on pathways for Computational Law in the implementation of the BBNJ Clearing-House Mechanism) At the recent COP30 in Bra

Indigenous Peoples possess 80% of global biodiversity knowledge yet remain excluded from climate decisions. CodeX Affiliate Tony Lai et al examines how gatekeeping in international law mirrors Berlin's mythologised Berghain nightclub law.stanford.edu/2025/12/03/t...

Tower and PACIFICA – CodeX Group Meeting 11.20.2025 | Stanford Law School CodeX Group meeting featuring two presentations:  Tower, an AI-powered data room platform for M&A lawyers that automates document review and proj

Tower & PACIFICA presented at CodeX: Tower's AI data room automates M&A due diligence for law firms. PACIFICA, Brazil's platform, resolves maternity benefit disputes in 38 days vs 2-4 years with 86% settlements. law.stanford.edu/2025/11/20/t...

In-house legal teams are becoming command centers, using AI to draft litigation docs internally, adopting flat-fee pricing & demanding tech fluency from outside counsel. By CodeX Affiliate Olga Mack et al. law.stanford.edu/2025/11/18/f...

Sentencing the Brussels Effect: The Limits of the EU’s AI Rulebook Abstract. The EU Artificial Intelligence Act (AIA) establishes a comprehensive framework for regulating AI, yet its application to criminal sentencing presents significant challenges. While the AIA ma...

The EU AI Act has implications for AI use in criminal sentencing, classifying most systems as "high risk" with strict compliance requirements. Mahari and Mazzini find legal uncertainty & policy tensions between broad horizontal regulation and sector-specific needs read.dukeupress.edu/fsr/article/...

When Reputation Isn’t Enough: Outcome-Based Rankings for Smarter Litigation Choices | Stanford Law School Choosing outside counsel is one of the highest-stakes decisions a litigant makes—and one of the noisiest. Buyers of legal services mostly rely on fa

AI now lets researchers analyze 60K+ cases to rank law firms by actual courtroom wins, not prestige. Traditional rankings poorly predict results. @codexstanford.bsky.social Associate Director Robert Mahari offers data-driven alternative law.stanford.edu/2025/10/31/w...

List of 40 leaders to watch in 2025. Robert Mahari from Stanford CodeX is listed as one of the leaders.

ACG Silicon Valley's Top 40 Leaders to Watch recognizes executives driving innovation and growth. CodeX Associate Director Robert Mahari featured in latest list. See the full list of 2025 leaders making an impact. www.acg.org/sv

Material by Design: Translating the AI Life Cycle Core Principles into 10-K Risk and Oversight | Stanford Law School According to The Autonomy Institute, roughly three in four S&P 500 companies expanded AI-risk language in their 2025 Form 10-Ks. Autonomy’s revi

76% of S&P 500 firms expanded AI-risk disclosures in 2025 10-Ks per Autonomy Institute. Cybersecurity, bias concerns doubled. Strong AI Governance frameworks are now essential for compliance and competitive advantage. By CodeX Affiliate Eran Kahana law.stanford.edu/2025/09/10/m...

An Answer to Alex’s Problem: DialogueAI — King's Entrepreneurship Lab At the end of June, the King’s E-Lab ran its annual LLM x Law Hackathon, in partnership with Stanford University CodeX and the Cambridge Judge Business School. The four-day event brought together over...

The 2025 LLMxLaw Hackathon brought together 150+ students from 14 countries and 43 universities to develop innovative legal tech solutions. www.kingselab.org/blog/dialogu... Organized by King's E-Lab, Cambridge Judge Business School & CodeX

The Future-Proof Fantasy of AI Regulation - Network Law Review The EU’s quest for “future-proof” AI regulation is a fantasy. AI evolves through emergent properties that defy prediction, yet Brussels continues to draft rules with an industrial, linear mindset. The...

The EU's "future-proof" AI regulation is a fantasy. AI evolves through emergent properties—GPT-1 to GPT-4 was metamorphosis, not iteration. We need future-responsive regulation, not monuments By @profschrepel.bsky.social at @networklawreview.bsky.social
www.networklawreview.org/schrepel-fut...

The EU's AI Act bans emotion-sensing AI in schools and treats most ed-tech as "high-risk"—potentially stifling innovation and burdening smaller institutions. We need smarter rules balancing safety with AI's learning potential.
Read Mahari and Mazzini's UNESCO essay:
en.ichei.org/en/knowledge...