What AI is doing to work, markets and law
Live, updated 2026-11-03
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Bills that moved
19
status changes, 30 days to Nov 2
New bills we started tracking
270
bills, 30 days to Nov 2
Research and press added
2,454
items, 30 days to Nov 2
About Research and press added
On 2026-09-24 the tracker added 19 news sources, including government and civil-society feeds, so counts after that date are not directly comparable with earlier weeks.
Jurisdictions with published items
48 of 51
2 more tracked and in review
Laws enacted this year
130
state laws in 2026, 32 states; November so far: 0
Federal actions
20
20 tracked, 1 published
last 90 days
About Federal actions
Policy items publish only after a person approves them or an automatic model check passes, so "published" is the smaller number by design.
Outlook by source type
- academia9%
- industrytoo few items
- press0%
Research and press, last 30 days
Labels assigned by a model, not yet checked against people
Policy map
Where AI bills are, by topic
48 jurisdictions have published items. 2 more are tracked and in review.
- Has published items48 jurisdictions
- Tracked, in review2 jurisdictions
- Nothing tracked yet1 jurisdictions
Shading shows whether the tracker has published items for a jurisdiction. It does not show how much AI activity happens there, and it is not a rating of the state.
AI media sentiment
Published research and press
Labels assigned by a model, not yet checked against people
About AI media sentiment
Last 30 days
730 items that take a position
This reads what the tracker collected, not what the field thinks. Changes to what we collect are marked on the Pulse timeline.
Outlook labels are assigned by a model and have not yet been checked against human labels.
On 2026-09-24 the tracker added 19 news sources, including government and civil-society feeds, so counts after that date are not directly comparable with earlier weeks.
Trending topics
- Algorithms & Automated Decisions▲
- Quality assurance▼
- AI policy▼
- Enterprise▼
- Health
- Education
- Privacy & Data Protection
- Workforce▼
- Safety & Harms
- Public Sector Use
- Certifications▼
- Copyright & Creative Work
- National Security & Defense
- Competition & Antitrust
- Elections & Democracy
- Energy & Data Centers
Share of published items per impact area, last 4 complete weeks against the 4 before
Labels assigned by a model, not yet checked against people
About Trending topics
An arrow appears only when an area's share moved at least 3 points, both four-week windows average at least 30 items a week, and all eight weeks have data.
A week with no tagged items at all is no data. Inside a week with data, an area with no items reads 0%.
Buzzing now
- PAProviding for prohibited conduct involving algorithmic pricing structures and artificial intelligence, for enforcement by Attorney General and for civil remedies; and imposing criminal penalties.1
- PAIn school safety and security, providing for prohibition of artificial intelligence for school-based mental health and counseling.1
- NYAmends provisions relating to the training and use of artificial intelligence frontier models under the RAISE act.1
- NYProhibits artificial intelligence companions from using features which are considered unsafe for minors; defines terms; specifies what are considered unsafe features.1
- USAgency Information Collection Activities; Proposed Collection; Comment Request; Fraud.gov Tip Intake and Referral Form1
most status changes, 14 days
Trending in the media
Stories have not been grouped yet.
Stories grouped by a model
About Trending in the media
Stories are grouped by a model from the tracker's news feeds, then ranked by how many independent outlets covered them in the window.
Outlets are press, government, civil society and academic sources. Company and lab blogs stay in a story's articles but never count as outlets, so a vendor's own announcement never reads as independent coverage.
Each story links to the first outlet article that reported it.
The section switches on once 10 stories in the last 30 days have two or more outlets.
Policy
Latest policy
See all policy items →1512 tracked, 655 published.
Policy items publish only after a person approves them or an automatic model check passes, so "published" is the smaller number by design.
- PAIn committee 2026-10-27Enterprise · AI policy · +2
Providing for prohibited conduct involving algorithmic pricing structures and artificial intelligence, for enforcement by Attorney General and for civil remedies; and imposing criminal penalties.
- PAIn committee 2026-10-26Enterprise · AI policy · +3
In school safety and security, providing for prohibition of artificial intelligence for school-based mental health and counseling.
- USIssued 2026-10-23AI policy
Notice of Public Meetings of the Michigan Advisory Committee to the U.S. Commission on Civil Rights
- PAEnacted 2026-10-21Workforce · Quality assurance · +2
Directing the Joint State Government Commission to conduct a study and issue a report on the impact driverless vehicles have on safety and the workforce.
- VAIn committee 2026-01-14Enterprise · AI policy · +1
Virginia Residential Landlord and Tenant Act; algorithmic pricing device use by certain landlords.
Research
Latest research
See all research →- ResearcharXiv2026-11-02Quality assurance · Algorithms & Automated Decisions
Preprocessing Choices in Fine-Tuning Data Matter: Utility and Demographic Sensitivity in LLM-Based Recommendation
- ResearcharXiv2026-11-02Quality assurance · Algorithms & Automated Decisions
Avatar Intelligence: Amplifying Human Agency Through Persistent Personal Agents
- ResearcharXiv2026-11-02Algorithms & Automated Decisions
PACERec: Progressive Adaptation of LLM Item Embeddings with Collaborative Evidence for Recommendation
News
Latest news
See all news →- News404media.co2026-11-03Copyright & Creative Work
Vibe Coded AO3 Clone Site Down After Fanfic Authors Buried It With 2,000 Takedown Notices in a Single Day
- Newsblogs.nvidia.com2026-11-03Enterprise · Public Sector Use · +1
Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI
- Newstheguardian.com2026-11-03Quality assurance · AI policy · +1
‘A serious failure’: CPS prosecutor cites imaginary case to high court after AI search
Weekly digest
Every Monday: the week’s new AI bills, research and news, each with its source. Unsubscribe any time.