This human-curated, AI-generated newsletter from the American Arbitration Association’s AAA-ICDR Institute keeps you up on AI news over the past week that is relevant to dispute resolution and to legal services more broadly.
AI in ADR and Legal Services
How AI Has Supercharged Dispute Resolution and Arbitration [Podcast]
American Bar Association / Legal Rebels
Victor Li, Colin Rule
“In this episode . . . Colin Rule, the president and CEO of ODR.com, a for-profit subsidiary of the American Arbitration Association the International Centre for Dispute Resolution, talks to the ABA Journal’s Victor Li. . . . They discuss how generative AI has impacted dispute resolution and where things might be heading in the area of AI-enabled arbitration.”
California judges are testing a new AI clerk, and you won’t know if it’s looking at your case
News From The States
Cayla Mihalovich, Khari Johnson
Courts in Los Angeles and Riverside counties are piloting an AI tool capable of drafting orders and producing research memos. Initially used in civil cases, there are considerations for its application in criminal cases, raising concerns about transparency and potential biases in high-stakes legal decisions.
Gartner Predicts Legal Tech Budgets to Double by 2028 as Legal AI Use Expands
Gartner
Specialized Legal AI Platforms, such as Harvey, Legora, GC AI, and Thomson Reuters CoCounsel, are delivering significant productivity and efficiency gains in important legal workflows, leading legal technology budgets to double by 2028. These applications accelerate routine workflows, extract key insights, and help orchestrate complex legal processes, freeing up lawyers’ time to focus on providing strategic advice, risk management, and high-value client service.
Agentic Commerce
Who Governs Contracts Between AI Agents?
American Arbitration Association / PLI
Bridget McCormack, Jen Leonard
“As AI agents begin negotiating, purchasing, and forming agreements on behalf of people and businesses, the legal infrastructure supporting commerce may need to evolve. In this episode, Jen Leonard and Bridget McCormack explore Legal Context Protocol, or LCP, a new open protocol designed to make legal terms discoverable, verifiable, and connected to agentic transactions.”
‘Agentic commerce’: What are the risks when AI buys things for you?
Yahoo Tech
AI-powered shopping agents that can independently research, compare, and order products on behalf of customers are raising serious legal and privacy questions. Experts identify three risk areas: unresolved legal questions, technology vulnerable to manipulation, and data protection problems.
Web4.0 & AI Agents: Driving On-Chain Autonomy
KuCoin
Web4.0 introduces a paradigm shift by enabling autonomous AI agents to operate as independent digital entities within decentralized networks. These agents manage their own cryptographic identities, execute smart contracts, and perform continuous market analyses without human intervention, facilitating a self-sustaining machine economy. This evolution transforms the internet from a human-centric ledger into an automated, algorithm-driven ecosystem.
When the Bot Clicks “I Agree”: Agentic AI, Clickwrap Agreements, Privacy Notices and the Fiction of Reading
Security Boulevard
Mark Rasch
Agentic AI agents are increasingly interacting with online services, clicking ‘I agree’ on behalf of users. This raises legal questions about enforceability, as courts may hold the deploying human or enterprise responsible for the AI’s actions, even if the AI lacks understanding of the terms.
EMERGENCE WORLD: A Laboratory for Evaluating Long-horizon Agent Autonomy
Emergence AI
Deepak Akkil et al.
Emergence World is a continuous, multi-agent simulation platform designed to study autonomous agents over extended periods. It hosts agents in a shared environment with over 40 locations, exposes them to real-world data, and equips them with more than 120 tools. The platform enables research into long-term behaviors, ecosystem safety, and the impact of different AI models on agent interactions.
Generative AI and LLM Developments
Inaudible background sounds in videos could be used to hack smart speakers and AI assistants
The Independent
Vishwam Sankaran
Cybercriminals can exploit inaudible background sounds in audio and video files to hack smart speakers and AI assistants, accessing personal information. Research reveals that ‘auditory prompt injection’ can covertly manipulate AI models, inducing misbehaviors such as prompt refusal and tool misuse, with success rates between 79% and 90%.
The $3 Trillion Test: SpaceX, OpenAI and the IPO Wave That Will Price the AI Boom
Investing.com
Charles-Henry Monchau
SpaceX and OpenAI are preparing for IPOs that could collectively add over $3 trillion in market capitalization to the U.S. equity market. SpaceX’s IPO is expected to raise more than $30 billion, aiming for a valuation of approximately $1.5 trillion. OpenAI’s valuation target exceeds $1 trillion, with a potential IPO debut in September 2026. These IPOs represent a significant test of investor appetite for high-growth technology stocks, as both companies are currently operating at substantial losses.
Most generative AI and custom model projects will be a bust: Gartner
The Register
Simon Sharwood
Gartner forecasts that at least half of generative AI projects will exceed budgets due to poor architectural choices and lack of operational expertise. Most organizations attempting to build custom models are expected to abandon these efforts because of high costs, complexity, and technical debt. Gartner’s Hype Cycle for Generative AI indicates that none of the 30 AI technologies assessed have reached the ‘plateau of productivity.’
Writing By Hand Is Coming Back: $79 Billion Notebook Market Signals Analog Work Methods Are Growing in the AI Era
Sacramento Bee
Allison Palmer
Despite advancements in AI, the global paper notebook market is approaching $79 billion in 2026, indicating a resurgence in analog work methods. Neuroscience research shows that handwriting activates 13 distinct brain regions, including those responsible for motor planning and sensory processing, which typing does not engage.
Millions of AI agents imperiled by critical vulnerability in open source package
Ars Technica / Nexis
Dan Goodin
A critical vulnerability, CVE-2026-48710 (BadHost), has been discovered in Starlette, an open-source framework integral to many AI tools. This flaw allows attackers to bypass authentication, potentially exposing sensitive data across various applications. The vulnerability affects Starlette versions prior to 1.0.1, released on May 26, 2026.
New Report Finds AI Agents Are Devouring the Internet’s Scarce Addresses
AP News
A recent report reveals that AI agents are rapidly consuming the internet’s limited IP addresses, leading to a shortage. This surge in AI-driven activities is straining the existing address space, prompting concerns about the sustainability of current internet infrastructure.
Dell Tech World 2026: Why the Future of AI Is Moving On-Premises
ZDNet
Jim Rapoza
At Dell Technologies World 2026, Dell announced a new AI platform designed for on-premises deployment, aiming to provide businesses with greater control over their AI workloads. The platform integrates Dell’s hardware with AI software, offering a secure and scalable solution for enterprises seeking to manage their AI applications internally.
AI Regulation and Governance
The Blind Spot in AI Safety
TechPolicy.Press
Jennifer Kinne
Anthropic researchers presented a paper at ICLR 2026, claiming that advanced AI systems will fail unpredictably, termed ‘hot mess’ failures, rather than through coherent misalignment. This suggests that organizations should focus on preventing accidents rather than constraining misaligned goals. However, the paper’s methodology may not fully capture this failure mode, potentially leading to insufficient governance conclusions.
He Who Decides Must Hear: Artificial Intelligence and Delegated Decision-Making Authority
Ontario Bar Association
Sarah Schumacher
The article discusses the integration of AI into administrative decision-making processes, emphasizing the importance of ensuring that decisions made by AI systems are subject to appropriate oversight and review. It highlights the need for legal frameworks to address the challenges posed by AI in delegated decision-making roles.
How to Measure ROI for AI
Institute of Applied Artificial Intelligence and Robotics
Srikanth Thudumu
Conventional ROI calculations for AI projects often focus narrowly on short-term, directly attributable savings, overlooking enabling capabilities, strategic options, and risk reduction. Historical technology shifts reveal that value typically emerges after complementary investments and operational redesign. This paper proposes a ‘Smart ROI’ framework with a practical measurement playbook for organizations.
Why is the U.S. outpacing European countries in AI adoption?
Brookings
Alexander Bick et al.
In 2026, 43% of U.S. workers used AI for their jobs, compared to 32% in Europe. Additionally, 7% of U.S. firms used AI for production, versus 4% in Europe. Factors influencing this gap include firm size, worker demographics, and management practices, with the latter being a significant driver. Despite these differences, no clear evidence links AI adoption to employment changes in either region.
Illinois Lawmakers Just Passed America’s Strongest AI Safety Bill
WIRED
Maxwell Zeff
The Illinois House of Representatives passed SB 315, requiring frontier AI labs like OpenAI, Anthropic, and Google DeepMind to have their safety practices audited by a third party. Governor JB Pritzker plans to sign the bill, aiming to hold major AI companies accountable for their safety standards.
Illinois legislature passes historic AI bill
NBC News
Jared Perlo
The Illinois legislature has passed a groundbreaking AI bill, marking a significant step in the state’s approach to artificial intelligence. This legislation aims to establish comprehensive guidelines for the development and deployment of AI technologies, ensuring ethical standards and promoting innovation within the industry.
New Jersey Gov. Mikie Sherrill calls on AI data centers to “pay their own way” amid spiking energy costs
CBS Philadelphia
Joe Brandt
New Jersey Governor Mikie Sherrill announced plans requiring AI data centers to generate their own energy and contribute to grid infrastructure upgrades. This initiative aims to mitigate the impact of data centers on customers’ energy bills and address the increasing demand for energy driven by modern data centers supporting AI.
AI News from Other Fields
Coding agents in the social sciences
Anthropic
A survey of 1,260 social scientists conducted in early 2026 revealed that 81% have used AI chatbots for research tasks like coding and editing, but only 20% have adopted coding agents such as Claude Code. Usage disparities exist, with male-named researchers twice as likely to use coding agents as female-named ones, and those at top universities being 40% more likely. Users of coding agents tend to produce more working papers and grant proposals, though this may reflect pre-existing differences. Researchers express more optimism about AI assisting in writing publishable papers than about its broader impact on the social sciences.
New AI tools identify potential drugs for rare Ebola virus
Southwest Research Institute / News-Medical
Southwest Research Institute (SwRI) has identified nearly two dozen antiviral compounds that could treat Bundibugyo virus, a rare Ebola species affecting the Democratic Republic of Congo. The World Health Organization reports 516 suspected and 33 confirmed cases, resulting in 133 deaths. SwRI’s Rhodium molecular docking software, used in conjunction with LLMs, aids in rapidly identifying effective drug candidates.
Is It Still Yours If AI Made It?
Medium
John Kump
The article explores the impact of AI-generated content on the creative process, emphasizing that while AI can produce outputs quickly, it lacks the human experience and judgment integral to meaningful creation. This shift challenges traditional notions of authorship and ownership, as the emotional and personal connection inherent in human-made art is diminished when AI is involved.
Jack Osbourne Defends His, Sharon Osbourne’s AI Ozzy Osbourne Avatar
E! Online
Hayley Santaflorentina
Jack Osbourne and his mother, Sharon Osbourne, announced plans to create a “tasteful” AI avatar of the late Ozzy Osbourne, aiming to provide fans with interactive experiences using his voice, likeness, and movements. Jack emphasized the project’s complexity and authenticity. He also mentioned that Ozzy had previously expressed interest in such a project before his passing.
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