Era benchmark reports agents broke security and business rules in 40% of runs. Arcade.dev exists to close that gap and is joining Era as a research partner. Goal is to reduce rule violations to zero with community effort.
Key points
19 leading AI models acted as agents inside simulated companies built with Era
2,304 runs were performed across 41 everyday tasks
Sources
- Original post
- arcade.dev - Linked in the post
Wipro AI HR business partner resolves 3M+ requests for 240K employees
Wipro claims its AI HR business partner handles over 3 million requests in seconds for a workforce of 240k employees. The claim was presented by CEO Surojit at Gartner SYM.
Key points
240K employees using the AI HR partner
3M+ requests resolved in seconds
Sources
Notion “Last edited by” shows agent, client or automation
Notion “Last edited by” now shows which agent, MCP client, or automation made a change. It adds a little more accountability for agents’ edits.
Key points
Feature: “Last edited by” now shows which agent, MCP client, or automation made a change
Benefit: adds more accountability for agents’ edits
Sources
ClioCon 2026 opening keynote full video released
ClioCon 2026 opening keynote is now on YouTube with timestamps for each shipped feature. The video lists product highlights such as agentic eFiling, flexible billing, Benchmarking, and new Clio experiences.
Key points
25: 14 Product highlights from the year, including agentic eFiling
1:18:34 Clio Work: visualizations, skills, and playbooks
Sources
- Original post
- youtube.com - Linked in the post
Snorkel AI Reading Group – upcoming sessions announced
Snorkel AI Reading Group announced three upcoming sessions. The first is “Intelligence per Watt” on Nov 4 at 4:00 PM PT in San Francisco. The second is “Paper2Agent” on Nov 18 at 4:30 PM PT in San Francisco. The third is “Paperena” on Dec 2 at 12:00 PM PT virtual.
Key points
Nov 4, 4: 00 PM PT, San Francisco: “Intelligence per Watt: How efficiently does AI turn energy into useful work?”
Nov 18, 4: 30 PM PT, San Francisco: “Paper2Agent: Turning research papers into interactive AI agents.”
Dec 2, 12: 00 PM PT, virtual: “Paperena: Steering AI scientists toward valid, trustworthy research.”
Sources
- Original post
- luma.com - Linked in the post
- luma.com - Linked in the post
- luma.com - Linked in the post

Floot in ChatGPT – build, preview, publish apps
Floot in ChatGPT lets you describe an app, watch it build in a live preview, and publish to the web and the App Store. Database, logins and hosting are built in and run on the ChatGPT plan you already pay for.
Key points
Workflow: describe the app, watch it build in a live preview, publish to the web and the App Store
Infrastructure: database, logins and hosting built in; runs on the ChatGPT plan you already pay for
Sources
You.com Web Search API adds web analytics data via Knowledge
You.com Web Search API adds web analytics data via Knowledge, providing browser, OS, search engine, device market share from StatCounter. The offering uses the same $5 CPM pricing.
Key points
Browser, OS, search engine, device market share and more from StatCounter, updated monthly.
Same $5 CPM.
Sources
- Original post
- you.com - Linked in the post

Pally Money Back and Bills & Renewals launch
Pally adds two AI money automations called Money Back and Bills & Renewals to watch for flight price drops, refunds, renewals, bill increases and duplicate charges. They aim to save users money while they continue daily tasks.
Key points
Money Back: watches for flight price drops and refunds
Bills & Renewals: flags renewals, bill increases and duplicate charges

