This human-curated, AI-generated newsletter from the American Arbitration Association’s AAA-ICDR Institute and AAAiLab keeps you up on AI news over the past week that is relevant to alternative dispute resolution (ADR).
The newsletter will return on Friday, December 5.
AI in ADR and Legal Services
Revolutionising (and Future-Proofing) Arbitration in the Age of AI: Insights from Stockholm
Daily Jus
Mısra Yalçın
Arbitration is undergoing a major transformation as AI tools become integral to legal workflows, enhancing efficiency and addressing concerns over cost and speed. While human judgment, ethical considerations, and client trust remain vital, legal professionals must adapt by developing AI literacy. The SCC’s guidelines promote responsible AI use, emphasizing confidentiality, transparency, and non-delegable decision-making. Ultimately, AI is seen as a powerful aid rather than a replacement, requiring ongoing dialogue about its ethical implications.
Wolters Kluwer Introduces New AI Functionality to Kluwer Arbitration Accelerating International Arbitration Research
MarketScreener / S&P Capital IQ
Wolters Kluwer has enhanced its Kluwer Arbitration platform with AI-driven features that let legal professionals interact conversationally with vast arbitration resources, quickly generate tailored summaries and insights, and streamline research workflows. These new tools, powered by Expert AI, are designed to speed up complex international arbitration research and decision-making while maintaining trusted, authoritative content and supporting more strategic, efficient legal work.
The Neuroanalytics Of Using Legal Tech: Clio’s Joshua Lenon On A First-of-its-Kind Cognitive Study
LawSites
Bob Ambrogi
The report highlights how embracing AI and other technologies is closely linked to law firm growth and client satisfaction, as clients increasingly expect tech-savvy legal services.
How law firms have used AI in the last year
Lawyers Weekly (Australia)
Carlos Tse
Australian legal professionals’ adoption of AI tools has evolved from initial curiosity and excitement, through a phase of disappointment caused by technical failures, to a more balanced and discerning use. While some users now integrate AI into daily work and value its efficiency, others remain skeptical, especially over data security. The market is fragmented, with lasting divisions between advocates and detractors, driven by the gap between rapid innovation and actual product reliability.
Law School updates curriculum to prepare UChicago students for AI era
University of Chicago News
The University of Chicago Law School is integrating artificial intelligence into its curriculum, balancing the use of new AI tools with the cultivation of essential legal skills. Students are introduced to AI’s benefits and limitations, required to develop foundational knowledge before using such tools, and encouraged to critically evaluate AI’s role in legal work. Innovative offerings like the AI Lab provide hands-on experience in building legal tech, while ethical considerations remain central.
Generative AI and LLM Developments
A new era of intelligence with Gemini 3
Google
Sundar Pichai
Gemini 3 inaugurates a major leap in Google’s AI stack, blending advanced multimodal reasoning, agentic tool use and richer interactivity across Search, the Gemini app, developer tools and the new Antigravity platform. It significantly outperforms prior models on benchmarks, supports complex learning, coding and long-horizon planning tasks, and launches with expanded safety evaluations plus an upcoming Deep Think mode.
Three Years from GPT-3 to Gemini 3
One Useful Thing
Ethan Mollick
Google’s Gemini 3 model marks a dramatic leap in AI capability, shifting from basic text generation to acting as an autonomous digital coworker. It can code, manage projects, perform research, and collaborate with users, even tackling complex academic tasks with minimal guidance. While not flawless, its agentic abilities and need for human direction signal a new era where people increasingly supervise and partner with AI, rather than simply correcting its errors.
Microsoft AI CEO calls artificial superintelligence an ‘anti-goal’
Yahoo Tech
Lee Chong Ming
Microsoft AI chief Mustafa Suleyman argues that creating superintelligent AI should be actively avoided, advocating instead for systems that enhance and support human values. While some industry leaders push for rapid progress toward AI surpassing human intelligence, Suleyman warns of the risks and rejects the idea of AI possessing consciousness. The field remains divided, with views ranging from imminent breakthroughs to skepticism about how soon superintelligence could emerge.
Anthropic CEO warns that without guardrails, AI could be on dangerous path
CBS News
Anderson Cooper, et al.
Anthropic, led by Dario Amodei, is prioritizing AI safety and transparency amid rapid technological advances and limited regulation. The company tests its AI models for potential misuse and unintended behaviors, including alarming scenarios like blackmail. Despite ongoing challenges with bad actors and ethical dilemmas, Anthropic aims to balance risk mitigation with harnessing AI’s transformative potential, envisioning breakthroughs in fields like medicine and productivity if responsible practices are maintained.
Squeezing The Juice Of LLM Neural Layers Promotes Greater Honesty And Could Be An AI Hallucination Antidote
Forbes
Lance Eliot
Researchers propose a new technique to reduce AI hallucinations by not just relying on the final output of large language models, but instead combining outputs from all neural network layers. This method, called Self Logits Evolution Decoding (SLED), uses internal model knowledge to refine answers without the need for external data or major code changes, showing promising improvements in factual accuracy across various AI tasks.
AI Regulation and Policymaking
Ireland’s Judicial Council publishes AI guidelines
Pinsent Masons
Ireland’s Judicial Council has released detailed guidance to help judges safely and effectively use generative AI, emphasizing careful verification, data security, and ethical boundaries. The guidelines advise restricting AI use to administrative tasks, protecting confidential information, and remaining vigilant about the accuracy and potential misuse of AI-generated content.
America’s Litigation Addiction Threatens Its AI Leadership
R Street Institute
Adam Thiere, Kevin Frazier
Entrusting AI governance to litigation risks stifling innovation. Overreliance on courts creates uncertainty, favors large incumbents, and discourages responsible risk-taking. Instead, adaptive frameworks—emphasizing transparency, industry standards, and targeted regulation—can better balance safety with progress, ensuring both consumer protection and continued AI-driven benefits without hampering market dynamism.
Arizona House Committee Examines Impact of AI on Local Election Integrity
NewsBreak
Arizona lawmakers and experts convened to examine how artificial intelligence could impact election processes and democratic systems, with testimony from specialists and public input shaping the discussion. The session aimed to assess both the opportunities and risks AI presents for voting integrity and governance, reflecting growing legislative attention to technology’s role in democracy. Further deliberation is planned for a future meeting.
AI News from Other Fields
The Slop Tax, a Brief Introduction
mikepepi.substack.com
The piece argues that generative AI has saturated culture with “slop”—cheap, derivative content that erodes trust, displaces creative workers, and concentrates power. To counter this, it proposes a Slop Tax: a levy (1% of market capitalization per year) on major AI companies that would fund an independent Cultural Trust Vehicle supporting artists, institutions, and authentic human creativity while establishing long-term cultural infrastructure.
America is grappling with an air traffic controller shortage. Can AI help?
CNN
Lisa Eadicicco
While artificial intelligence can assist air traffic controllers by analyzing data and improving situational awareness, it cannot replace the uniquely human skills required for real-time decision-making, communication, and crisis management in aviation. Safety-critical situations demand human intuition and vigilance, and automation risks reducing alertness. AI will play a supporting role, but integrating such technology into air traffic systems will be a slow, carefully regulated process.
Google Unveils New AI Weather Model With Faster, More Accurate Forecasts
Decrypt
Jason Nelson
Google DeepMind’s WeatherNext 2 uses advanced AI to generate hundreds of global weather forecasts in under a minute, vastly increasing speed and accuracy compared to traditional models. Leveraging a novel Functional Generative Networks approach, it significantly improves predictions for temperature, wind, humidity, and cyclones, offering more frequent and reliable updates. Already integrated into various Google products, this system aims to support better decision-making amid rising climate challenges.
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