LinkedIn began a free 14-week course on starting a business in September, enrolling 30 of its own employees, Fortune reported. Because the students are LinkedIn staff, the pilot can test a syllabus but cannot yet show what outside workers will pay for it.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence45
Meta has opened its Muse AI agent to small businesses, listing 15 outside services it can connect to, including QuickBooks, Stripe and Shopify. Owners approve each post, message and purchase, so the bigger choice is which accounts Muse may read at all.
Perspective Coverage
5 publishers
- Builder
- Builder 29%
- Operator
- Operator 43%
- Investor
- Investor 28%
Reality
- Evidence60
- Adoption30
- Hype gap+20
- Incentives70
- Confidence60
buildConfirmed3 publishers Meta connected its Muse AI agent to QuickBooks, Shopify, Slack, Canva and 11 other third-party tools for owners in the US and Canada. For an owner, the access decision comes when picking which services to connect, since plugging in QuickBooks lets an agent read the books.
Perspective Coverage
3 publishers
- Builder
- Builder 30%
- Operator
- Operator 40%
- Investor
- Investor 30%
Reality
- Evidence55
- Adoption25
- Hype gap+20
- Incentives65
- Confidence60
Fast Company's roundup of four working email scams includes three that never show a link worth hovering over, which leaves both the awareness module and the mobile device policy answering a question users no longer face.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+25
- Incentives25
- Confidence50
buildOne report1 publisher Two weeks of field notes from an agent with write access to a construction company's books and bank account point the reliability work at verification, because every failure in the log reported success first.
Reality
- Evidence30
- Adoption10
- Hype gap+18
- Incentives45
- Confidence40
The Amsterdam startup employs the accountants it says are six times more productive, which puts that ratio on its own cost line rather than in someone else's pitch deck.
Reality
- Evidence26
- Adoption24
- Hype gap+42
- Incentives82
- Confidence33