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. If you add all the providers’ estimates up, Sommer said, you get 100 to 200 quadrillion tokens a year. But to achieve the the $2 trillion in annual spend Gartner calculated, providers would need to be generating, by conservative estimates, a cumulative 10 sextillion tokens per year.

So the token consumption would need to grow by 50 000 - 100 000 until 2030.

It's hard for the market though because developers or users are known to switch between models.

1. Fixing issues in the design phase is 100 times cheaper

2. Performance impacts user experience

3. Your site has 50 milliseconds to impress your customers

4. Hick’s Law: The cost of overwhelm

   Stakeholders often think “more options” equals “more value.” Psychology proves the opposite. Hick’s Law states that the time it takes to make a decision increases with the number of options available.

5. White space improves comprehension

6. The power of “fake” progress

7. Make your content readable: roper typography, specifically line spacing (leading) and paragraph width, can increase content comprehension and reading speed by up to 20%.

8. Your users only read 20% of your content

9. User testing with 5 people is the magic number

10. The financial ROI of 9 900%

La recherche d'argent se poursuit.

elles offrent des fonctionnalités supplémentaires d’analyses statistiques et l’accès à une audience plus large.

Donc l'"audience plus large" n'est pas celle des abonnés sur Instagram ou Facebook. Ces réseaux sociaux masquent donc volontairement une partie du contenu publié.

Level 1: What they say
Level 2: What they think & feel
Level 3: What they do
Level 4: Why they do it

There is for example different reasons for a cancellation: https://www.linkedin.com/feed/update/urn:li:activity:7140680577552117760/

The wheel of emotions https://uca.edu/bewell/files/2020/11/Feelings-Wheel-Learn-How-to-Label-Your-Feelings.pdf

Observe instead of asking whereas possible: https://www.smashingmagazine.com/2026/05/four-levels-customer-understanding/#observe-and-diagnose-don-t-validate

Practical ways to uncover user needs:

• Exposure hours, when every employee must be exposed to their customers for at least 2 hours every 6–12 weeks.
• Live UX testing, where we invite everyone in the company to join and observe.
• Co-design with users, where we show new features and ask users to rank them.
• Helpdesk insights, where we ask for frequent complaints and questions from the support every 3–6 months.
• Listening in, where we tune in on a customer service call, web chat, or eavesdrop where users hang out.

IMHO they are ideas only, not key elements.

One good rule is: focus on th content !

• bio
• photo
• work examples / projects / what you do
• testimonials
• contact information
• links to social media accounts

The foundation has currently 3 projects:

• Define the AGENT.md file
• Develop Goose: Open-source AI agent to install, run, edit, and test with any LLM
• Define the MCP protocol

L’incident en question a notamment exposé les données d’état-civil des adhérents (nom, prénom, date et rang de naissance), le numéro de sécurité sociale, le numéro de contrat, et les dates de début et de fin de couverture.

Il est question d'un fichier de 44 millions de lignes contenant notamment 15.45 millions de numéros de sécurité sociale unique.

Comme Cerballiance, c'est la deuxième fois en deux ans.

I won’t post my text here, since it needs to be in your natural voice. But here’s my outline, in case it helps:

1. a clear “no” right away
2. gratitude, since I’m honored by my value implied in the ask
3. explanation that to stay focused on a bigger “yes”, I’m saying “no” to everything else
4. good wishes, and if my situation is temporary, an invitation to ask again next year

Four sentences is enough. Nobody wants verbosity he