Product Liability Directive (EU) 2024/2853
European Union
Member states must apply it by 9 December 2026. Software and AI systems count as products, so their makers face strict liability for defects.
AccountabilityOn this site: Analysis →
non-HITLSignals
Signals: the loop is already opening.
Papers, reports, videos and news that show trust moving from people to networks. Each one links to the original, says only what the source says, and points to the pillar and the page of this site it speaks to.
Updated 8 Nov 2026 · 15 signals
Human-in-the-loop theater
Thoughtworks Technology Radar, Vol. 35
When review can’t keep up, the approval step becomes an empty check. Thoughtworks names it and proposes risk-tiered human oversight instead.
AuthorityAccountabilityOn this site: The idea →
WebMCP support for checkout
Shopify developer changelog
Agents in the buyer’s browser can read and update a Shopify checkout, and place the order once the buyer confirms: level 3 on our agent-readiness scale.
AuthorityCompetenceOn this site: Delegated B2C →
Google donates Agent Payments Protocol to FIDO Alliance
Signed mandates that say what an agent may buy move to an open standards body, alongside Mastercard’s Verifiable Intent.
AuthorityEvidenceOn this site: Delegated B2C →
American Express unveils tools for AI developers—and pledges to pay the price when agents go awry
Fortune
A card issuer offers to cover mistaken purchases made by registered agents: a first attempt to price the accountability pillar.
AccountabilityOn this site: Delegated B2C →
2025 IC3 Annual Report
FBI Internet Crime Complaint Center
For the first time the FBI counts AI-related fraud on its own: 22,364 complaints and $893 million in losses in 2025. A face or a voice no longer proves who is speaking.
IdentityEvidenceOn this site: Four reasons →
ElevenLabs secures first-of-its-kind AI Agent insurance
ElevenLabs
AI voice agents insured after certification against the AIUC-1 standard: cover priced on tested behaviour, not on a promise.
AccountabilityCompetenceOn this site: Markets →
eBay updates legalese to ban AI-powered shop-bots
The Register
eBay’s user agreement now bans buy-for-me agents that order without human review, unless eBay approves them. Some doors close before they open.
IdentityAuthorityOn this site: Delegated B2C →
Google and Retail Leaders Launch Universal Commerce Protocol to Power Next‑Generation AI Shopping
InfoQ
An open standard for agents to discover products, fill a cart and check out. Shops start describing themselves to machines, not only to people.
CompetenceOn this site: Delegated B2C →
AI agents for cash management in payment systems
BIS Working Paper 1310
In simulated high-value payment systems, general-purpose AI agents kept liquidity buffers and put urgent payments first. The authors still call for safeguards and human oversight.
CompetenceOn this site: Markets →
Visa Introduces Trusted Agent Protocol: An Ecosystem-Led Framework for AI Commerce
Visa
Signed credentials let a shop tell an approved shopping agent from a malicious bot, built on existing web standards.
IdentityOn this site: Delegated B2C →
Software Is Changing (Again)
Y Combinator · Andrej Karpathy
A counterpoint worth hearing: Karpathy argues for partial autonomy, with an “autonomy slider” that lets people decide how much the AI may do.
AuthorityOn this site: The idea →
Infrastructure for AI Agents
Transactions on Machine Learning Research
Agents need shared infrastructure, not only better models: ways to attribute actions to people and companies, shape interactions, and detect and undo harm.
IdentityAccountabilityOn this site: The pattern →
Authenticated Delegation and Authorized AI Agents
MIT Media Lab and co-authors
How to give an agent a verifiable mandate: extend OAuth and OpenID Connect with delegation credentials, and turn plain-language permissions into auditable rules.
AuthorityEvidenceOn this site: Delegated B2C →
New Swiss Re study: Waymo is safer than even the most advanced human-driven vehicles
Swiss Re and Waymo
Over 25.3 million driverless miles: 9 property-damage and 2 bodily-injury claims, against 78 and 26 expected for human drivers. Insurers start pricing machines on their record.
CompetenceAccountabilityOn this site: Markets →
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Selected by FG Digital. Inclusion is not endorsement: each line says what the source says, nothing more.