There are plenty of tools that seem useful on paper, yet something makes us close the tab instantly.

Sometimes it s pricing, sometimes messaging, sometimes the onboarding feels unclear.

Often it s a gut feeling that s hard to explain.

LinkedIn officially shared the job titles that started appearing more often, and with the rise of AI, the market is restructuring.

The actual top 10 roles that have seen the biggest rise in listings (in the U.S.) are:

1. AI engineers Engineers developing and implementing AI models that perform complex tasks

2. AI consultants and strategists - Helping organisations plan and implement AI technologies to improve operations

3. New home sales specialists Which sounds like a rebranding or real estate agent

4. Data annotators Labelling and reviewing data for AI projects

5. AI/ML researchers Designing new AI models and systems

6. Healthcare reimbursement specialists Ensuring healthcare providers are getting correct and timely payments

7. Strategic advisors and independent consultants Which seems like a pretty broad-ranging segment

8. Advertising sales specialists You re reading a marketing blog, I assume you know this one

9. Founders Not sure this can be listed as a job title in itself, but LinkedIn s keen to highlight how people are shifting to their own businesses

10. Sales executives

One of everyone's biggest nightmares is losing data.

It seems like I ritualistically deal with this every 6 years when my external drive fails, and then I have to get the whole history back (expensively).

Every company has its own vibe, but I ve noticed a pattern: the bigger the company, the less they tend to do for employees around Christmas.

In smaller teams (or startups), it s usually way cosier people actually try to keep the holiday spirit alive (in our country, that often means a Christmas bonus, extra salary, vitamin packs, food hampers, etc.).

Is there something you feel you missed and if you could go back, would you make the same decision, or choose differently?

I ve only recently started my professional journey, working at a startup that builds an app. I don t have a long or glamorous career yet, nor a lot of experience. But one thing I do regret is not trying to work earlier, and instead spending most of my time buried in academic studies.

When I finally entered the workplace, I realized that much of what I learned in school was no longer aligned with the market or the speed at which things evolve. The job required soft skills that textbooks and theory never taught. I learned quickly that without self-learning and constant adaptation, it s easy to fall behind.

Sometimes I have a problem to have a look at my past milestones or things I have achieved so far.
When I think about it, even creating my first product was a success for me. I ve always been a bit shy and afraid to show what I was working on, or I just didn t know how to present it properly, so it took me a really long time.

My first product was an online workout program with a payment gateway, and the monthly price was ridiculously low. But I managed to monetise it and had my first customers. I was probably around 20 at the time.

• What was your first product?

• What would you do differently to maintain it and make it successful?

• What lesson did you learn from it?

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I've recently seen more cities that are growing teams and building offices that seem to be growing rapidly? 
SF seems like it's one of many hubs that have been growing in the recent years. I'm trying to see which cities people are looking into and where people think will be the next startup hub? 
I've seen mixed opinions on cities like New York and Toronto but would love to hear what other people think as well!

I know people who never miss an email, even on a Saturday night.

And I know others who won t even open their inbox until Monday morning no matter what.

I believe every project should have a website to showcase its offering, not to mention for SEO purposes. Whether SEO will still be relevant due to AI is another discussion.

Do you have any favourite websites that are both functional and beautifully designed?

We ve talked a lot about the pain points in video creation, but what about the parts you actually enjoy?

Is it scripting? Storyboarding? Editing? That final moment when everything just clicks?

Curious to hear what parts of the process make it worth the effort for you. Drop your favorite bit below would love to see what others vibe with too.

A few weeks ago, @Veo emerged.

A few days ago, I tried @Higgsfield. The output is here.

Yesterday, Chris hunted @Midjourney Midjourney V1 Video Model.

And today I read that @Perplexity has a video generation available on Ask Perplexity!

I work with startup teams and use AI tools almost every day for writing, research, support, and more. It saves a lot of time, no doubt. But there are still things AI just can t do well.

For example, when reading customer feedback, AI often misses the real meaning behind the words, like when someone sounds polite but is actually unhappy. Or when making product decisions, AI can list pros and cons, but it doesn t really understand the bigger picture or timing like a human would.

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