Defileo🔮

Addicted to posting | Focus & Research | DeFi & AI insights | Quality over Quantity | Love my X family.

[Defileo🔮 @defileo]

https://t.co/XknL2qFBAP

[Defileo🔮 @defileo]

People pay $150,000 to sit in the same room as Demis Hassabis, you just got 57 minutes for free.

CEO of Google DeepMind, 2024 Nobel Prize winner, the man building AGI, sitting at Stanford explaining what comes next for how we live, work and think.

The path to general intelligence, the design choices that decide if these systems serve us or not, the responsibilities of building tech at this scale.

No application, no donor seat, no Stanford tuition, just a link and 57 minutes.

The next couple of years decide everything, Demis just spelled out why.

Most people will scroll past this and find out what he meant in 2028.

[Defileo🔮 @defileo]

https://t.co/mFIZsSEDBt

[Defileo🔮 @defileo]

Cursor's engineers just told everyone how they built a model that beats the giants at coding for a fraction of the price.

AND THE ANSWER IS SO OBVIOUS IT HURTS.

Models have finite capacity. Allocate every bit to one task and a small model destroys a general one 10x its size.

Cursor did exactly that. Trained Composer top-down with RL on real usage data, skipped pre-training, frontier-class coding at a fraction of the cost.

45 minutes, Sequoia stage, the full technical breakdown on how they did it.

Most people are waiting for GPT-6. Cursor already shipped what comes after it.

[Defileo🔮 @defileo]

https://t.co/mFIZsSEDBt

[Defileo🔮 @defileo]

Kimi's founder just made every token 24% smarter without touching the compute bill.

Yang Zhilin just unveiled Attention Residue, Kimi's new architecture, and it makes 50 trillion tokens feel like 60 trillion for free.

Instead of passing just the last hidden state forward, it collects all of them and uses attention across the depth dimension to pick the best of everything.

Same compute. 24% better token efficiency. Best gains on coding, math and reasoning.

Most people are still arguing about benchmarks. Kimi is quietly rewriting the architecture underneath them.

The article below breaks down what Opus 4.8 and Kimi K2.6 actually look like head to head.

[Defileo🔮 @defileo]

https://t.co/mFIZsSEDBt

[Defileo🔮 @defileo]

https://t.co/mFIZsSEDBt

[Defileo🔮 @defileo]

Claude just replaced a $8,000/month media buying agency in 60 seconds.

There's a workflow hiding inside Claude and Higgsfield MCP and almost nobody is running it yet...

One prompt, one conversation, a live Meta ads campaign out the other side.

It studied the competitors' best ads, generated 20 on-brand creatives, wrote the copy and headlines for every one, launched the campaign inside the ad account, then set itself to repeat every Monday.

Agencies charge $8,000 a month to do this with a full team, Claude + Higgsfield just did it alone.

Wire Higgsfield MCP into Claude once and your entire Meta ads pipeline runs on autopilot.

[Defileo🔮 @defileo]

As AI develops at the speed of light, Sam Altman's simple explanation of the generational divide in AI usage is spot on.

Students use AI as an operating system. Parents use AI as an advisor.

The next generation of AI products for families won't stop at advice, but transform into real-life action.

Coordinating schedules, group chats, managing calendars, booking appointments, locking in school pickups, modern family life is made up of both big and little things.

AI will be the invisible operating layer watching your back through it all.

[Defileo🔮 @defileo]

Claude just replaced a $8,000/month media buying agency in 60 seconds.

There's a workflow hiding inside Claude and Higgsfield MCP and almost nobody is running it yet...

One prompt, one conversation, a live Meta ads campaign out the other side.

It studied the competitors' best ads, generated 20 on-brand creatives, wrote the copy and headlines for every one, launched the campaign inside the ad account, then set itself to repeat every Monday.

Agencies charge $8,000 a month to do this with a full team, Claude + Higgsfield just did it alone.

Wire Higgsfield MCP into Claude once and your entire Meta ads pipeline runs on autopilot.

[Higgsfield AI 🧩 @higgsfield]

You can build an entire company without leaving Claude + Higgsfield MCP.

Brand identity, app screens built for downloads, motion videos that drive revenue, founder vision in one post.

Built-in marketing skills generate ads, Virality Predictor finds winners.

[Defileo🔮 @defileo]

As AI develops at the speed of light, Sam Altman's simple explanation of the generational divide in AI usage is spot on.

Students use AI as an operating system. Parents use AI as an advisor.

The next generation of AI products for families won't stop at advice, but transform into real-life action.

Coordinating schedules, group chats, managing calendars, booking appointments, locking in school pickups, modern family life is made up of both big and little things.

AI will be the invisible operating layer watching your back through it all.

[Bill Lennon @blennon_]

AI can now make you a great parent.

Introducing Ollie: the world’s first AI family assistant that manages your family life better than any human.

Here’s how it works:

[Defileo🔮 @defileo]

@blennon_ Let’s gooooo, congrats on a great launch :)) What would be the one feature that turns skeptics into believers? Genuinely curious about this

[Defileo🔮 @defileo]

THIS GUY MADE $700 AT 11PM AND HIS FACE HAS NEVER BEEN ON CAMERA ONCE.

Faceless slideshows are blowing up and most people are still doing them the slow way.

Claude turns one viral post into 10 fresh versions in one sitting, hook on every slide, images generated, caption written, ready to schedule.

Find the viral post, download it, feed it to Claude, generate the images, drop it in Canva, schedule with Postiz.

One slideshow a day is a hobby, a few a day is a real account.

The article below breaks down every single step.

[Defileo🔮 @defileo]

THIS GUY MADE $700 AT 11PM AND HIS FACE HAS NEVER BEEN ON CAMERA ONCE.

Faceless slideshows are blowing up and most people are still doing them the slow way.

Claude turns one viral post into 10 fresh versions in one sitting, hook on every slide, images generated, caption written, ready to schedule.

Find the viral post, download it, feed it to Claude, generate the images, drop it in Canva, schedule with Postiz.

One slideshow a day is a hobby, a few a day is a real account.

The article below breaks down every single step.

[Alex Nguyen @alexcooldev]

https://t.co/TghRMA8H3C

[Defileo🔮 @defileo]

@alexcooldev this is alpha

[Defileo🔮 @defileo]

Nikita Bier said your X account is measured by what doors it opens for you in real life.

I posted every single day for 1000 days straight, 50k+ followers, a life I couldn't have designed without it.

It came down to 3 things, most people are missing all of them.

I put everything I learned into one link so you can skip the 1000 days of trial and error ⬇️

[Defileo🔮 @defileo]

The only X-growth course you need in your life just dropped.

Me and @noisyb0y1 packaged everything we learned going from 0 to 70,000+ followers combined into one place.

> https://t.co/IbDZ44F9dQ

Fix your profile, find the trend, build the leverage system that gets you 15m+ views with one person.

> Write the post that prints views, hit 1,000,000 views with one post
> Close your first paycheck before you even have 2k< followers.
> No recycled threads, no theory, only what we actually do every day.

If you're serious about growing on X in 2026, this is the only thing you need.

[Defileo🔮 @defileo]

@israfill @noisyb0y1 yo, appreciate it!

[Defileo🔮 @defileo]

The only X-growth course you need in your life just dropped.

Me and @noisyb0y1 packaged everything we learned going from 0 to 70,000+ followers combined into one place.

> https://t.co/IbDZ44F9dQ

Fix your profile, find the trend, build the leverage system that gets you 15m+ views with one person.

> Write the post that prints views, hit 1,000,000 views with one post
> Close your first paycheck before you even have 2k< followers.
> No recycled threads, no theory, only what we actually do every day.

If you're serious about growing on X in 2026, this is the only thing you need.

[Defileo🔮 @defileo]

@v3rbaa @noisyb0y1 thanks g!

[Defileo🔮 @defileo]

Creators are making $20,000/month off YouTube and TikTok automation, zero filming, zero face on camera.

This guy just took it further, TikTok ads cost $5 per 1,000 views, he got it down to $0.0002.

That's 25,000x cheaper, same views, same platforms, zero filming.

Claude 4.8 scrapes proven viral hooks, stitches his CTA on the back, and schedules 300+ posts a month across YouTube, TikTok and Instagram.

He checks in once a month -> the machine does the rest.

300,000+ views a month for the price of a coffee, that's reality.

The article below breaks down the exact stack and how to set it up yourself.

[Will @athcanft]

https://t.co/oSvT5QUgv9

[Defileo🔮 @defileo]

@Nicoqp ty brother :)

[Defileo🔮 @defileo]

Claude Opus 4.8 in 60 seconds, here's what 90% of people will miss:

[Defileo🔮 @defileo]

https://t.co/XyJtWLgmSm

[Defileo🔮 @defileo]

@cryppinfluence has to be like that