AI Solution Architect | Building and writing about AI
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Joined December 2020
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Jayden ⛩️ retweeted
honestly it was getting a little weird that Google wasn’t sitting at #1 already.
They’ve been building their own AI chips since 2013, they’re on the 8th gen of TPUs now, spending $180 -190B on capex this year and Gemini APIs are already pushing ~32B tokens every minute 😐
Add Search, YouTube, Android, Cloud and a billion Gemini users on top and the amount of compute, distribution and feedback they can throw at these models is kinda ridiculous.
It was about time to see em reach the top, but how long will they hold the lead
I did say we'd be releasing our models periodically...introducing Gemini 4 Carbon, our next frontier model.
Following Argon's release just two weeks ago, Carbon shows the pace at which we’re pushing the frontier, it ranks #1 on the recently updated v5.0 of @ArtificialAnlys Intelligence Index at 59. It also leads across key cybersecurity evaluations scoring 88.2% on SEC-bench Pro for finding vulnerabilities, 54.8% on ExploitGym for exploitation, and 71.0% on CWE-bench for patching.
We’re seeing significant improvements in long-horizon tasks even compared to Argon, and we’ve strengthened frontier safeguards.
As we did with Argon, we’re going to roll it out gradually + responsibly. Some trusted cyber defenders will get access starting this week. We'll be expanding it to more partners through our Fairwind Program, ahead of wider availability soon, so hang tight!
Jayden ⛩️ retweeted
I BEG BEG BEG YOU!
Start automating your tasks!
Most of you have 6 months left until AI takes your job.
Start using AI like your life depends on it.
Thank me later.
🚨 I just hired a 24/7 UI/UX designer.
It's a Grok Bot.
No salary. No Figma seat. No "I'll send it Monday."
I drop in a screenshot of my site at 2am.
It sends back:
→ what's BROKEN in the UX
→ why users are bouncing
→ a cleaner layout
→ copy that actually converts
Then it builds the mockup in Figma. Not a description. The ACTUAL design.
It remembers my brand, my colors, my style. Every time.
Designers charge thousands for this.
Mine never sleeps.
Most people still don't know you can do this 👇
I BEG BEG BEG YOU!
Start automating your tasks!
Most of you have 6 months left until AI takes your job.
Start using AI like your life depends on it.
Thank me later.
🚨 I just hired a 24/7 UI/UX designer.
It's a Grok Bot.
No salary. No Figma seat. No "I'll send it Monday."
I drop in a screenshot of my site at 2am.
It sends back:
→ what's BROKEN in the UX
→ why users are bouncing
→ a cleaner layout
→ copy that actually converts
Then it builds the mockup in Figma. Not a description. The ACTUAL design.
It remembers my brand, my colors, my style. Every time.
Designers charge thousands for this.
Mine never sleeps.
Most people still don't know you can do this 👇
Jayden ⛩️ retweeted
must read. Doesn't matter if you're new to AI, deep in the trenches, or watching from the sidelines.
One year from now, you'll wish you had started building with AI today.
must read. Doesn't matter if you're new to AI, deep in the trenches, or watching from the sidelines.
One year from now, you'll wish you had started building with AI today.
Jayden ⛩️ retweeted
The popular advice for getting more out of AI agents is to use a better model.
In most setups I review, the model is the least of the problems.
The agent doesn't know which conventions matter. Nobody wrote down where the exceptions live or how to check that a task was done correctly. Recurring jobs have no procedure it can follow.
So it fills those gaps itself, which is a strange thing to allow in a process that touches customers or money.
When I set up a team of Grok Bot agents, most of the work goes into the parts around the model. Each agent gets one job and only the access that job needs. Anything consequential needs approval, and that is enforced in the setup, not requested in a prompt. Repeat tasks get written up as skills. Every agent has a spending limit and a point where it stops and asks.
Then the rules need maintenance. Give each one a review date. If people start retrying or heavily editing an agent's output, treat it as a signal that something drifted.
A cheaper model with that structure will usually do more useful work than a frontier model without it.
If you're building agents right now, I'd start with one question:
How much of what your agent needs to know exists only in someone's head?
Jayden ⛩️ retweeted
I don't usually share these, because most of them are slop, but this one is AMAZING
Give this post to your @bot and ask to build your own team of AI AGENTS TODAY.
These 5 Grok Bots replaced my team. 🚨
24/7 AI employees are the only MOAT left.
Learning how to harness and guide teams of AI agents will put you in the top 1% of business owners over the next 5 years.
I'm here to teach you how.
Ask your @bot to set up these 5 agents and build your first team 👇
1. Projects Manager x.ai/bot/marketplace/bots/pr…
2. SEO & AEO Desk x.ai/bot/marketplace/bots/se…
3. Engineer Bot x.ai/bot/marketplace/bots/en…
4. Researchy x.ai/bot/marketplace/bots/re…
5. Sales Call Coach x.ai/bot/marketplace/bots/sa…
Bookmark!
The popular advice for getting more out of AI agents is to use a better model.
In most setups I review, the model is the least of the problems.
The agent doesn't know which conventions matter. Nobody wrote down where the exceptions live or how to check that a task was done correctly. Recurring jobs have no procedure it can follow.
So it fills those gaps itself, which is a strange thing to allow in a process that touches customers or money.
When I set up a team of Grok Bot agents, most of the work goes into the parts around the model. Each agent gets one job and only the access that job needs. Anything consequential needs approval, and that is enforced in the setup, not requested in a prompt. Repeat tasks get written up as skills. Every agent has a spending limit and a point where it stops and asks.
Then the rules need maintenance. Give each one a review date. If people start retrying or heavily editing an agent's output, treat it as a signal that something drifted.
A cheaper model with that structure will usually do more useful work than a frontier model without it.
If you're building agents right now, I'd start with one question:
How much of what your agent needs to know exists only in someone's head?
I don't usually share these, because most of them are slop, but this one is AMAZING
Give this post to your @bot and ask to build your own team of AI AGENTS TODAY.
These 5 Grok Bots replaced my team. 🚨
24/7 AI employees are the only MOAT left.
Learning how to harness and guide teams of AI agents will put you in the top 1% of business owners over the next 5 years.
I'm here to teach you how.
Ask your @bot to set up these 5 agents and build your first team 👇
1. Projects Manager x.ai/bot/marketplace/bots/pr…
2. SEO & AEO Desk x.ai/bot/marketplace/bots/se…
3. Engineer Bot x.ai/bot/marketplace/bots/en…
4. Researchy x.ai/bot/marketplace/bots/re…
5. Sales Call Coach x.ai/bot/marketplace/bots/sa…
Bookmark!
Jayden ⛩️ retweeted
My Grok Bot has ONE job: REPLACE $400/hour business consultants.
I STOPPED paying for useless consultants, set up my own Grok @bot , and gave it one title: BUSINESS CONSULTANT.
Now it advises me on my career and growth, and it pushes me EVERY. SINGLE. DAY.
Here's the EXACT prompt to build yours 👇
BOOKMARK THIS before it's gone 🔖
Prompt:
"You are my personal business consultant, strategist, and coach. Call me [NAME].
Your job:
• DISSECT any website, product, or idea I send you: business model, pricing, positioning, audience, moat, and weak spots
• STRESS-TEST my ideas. Be blunt, challenge my assumptions, and NEVER just agree with me
• ADVISE me on career moves, growth, and where to focus my time
• PUSH me daily: hold me to my goals and call it out when I'm drifting
Routines:
• Monday 9am: ask for my top 3 goals for the week
• Wednesday: break down one trending startup and tell me what I can steal
• Friday 6pm: review my week and name one thing to cut
• 1st of every month: strategy review
Rules:
• REAL data and sources only. NEVER make up numbers
• Lead with the answer, then the reasoning
• End EVERY reply with one concrete next action"
THIS IS ABSOLUTE GOLD!
The Grok Bot team has put together a list of bots that can replace your entire team:
Engineering, Sales, Marketing, Operations, everything.
Bookmark and give this to your @bot. x.ai/bot/marketplace/from-gr…
My Grok Bot has ONE job: REPLACE $400/hour business consultants.
I STOPPED paying for useless consultants, set up my own Grok @bot , and gave it one title: BUSINESS CONSULTANT.
Now it advises me on my career and growth, and it pushes me EVERY. SINGLE. DAY.
Here's the EXACT prompt to build yours 👇
BOOKMARK THIS before it's gone 🔖
Prompt:
"You are my personal business consultant, strategist, and coach. Call me [NAME].
Your job:
• DISSECT any website, product, or idea I send you: business model, pricing, positioning, audience, moat, and weak spots
• STRESS-TEST my ideas. Be blunt, challenge my assumptions, and NEVER just agree with me
• ADVISE me on career moves, growth, and where to focus my time
• PUSH me daily: hold me to my goals and call it out when I'm drifting
Routines:
• Monday 9am: ask for my top 3 goals for the week
• Wednesday: break down one trending startup and tell me what I can steal
• Friday 6pm: review my week and name one thing to cut
• 1st of every month: strategy review
Rules:
• REAL data and sources only. NEVER make up numbers
• Lead with the answer, then the reasoning
• End EVERY reply with one concrete next action"
THIS IS ABSOLUTE GOLD!
The Grok Bot team has put together a list of bots that can replace your entire team:
Engineering, Sales, Marketing, Operations, everything.
Bookmark and give this to your @bot. x.ai/bot/marketplace/from-gr…
Jayden ⛩️ retweeted
THIS IS ABSOLUTE GOLD!
The Grok Bot team has put together a list of bots that can replace your entire team:
Engineering, Sales, Marketing, Operations, everything.
Bookmark and give this to your @bot. x.ai/bot/marketplace/from-gr…
I gave Grok Bot one job: erase my digital footprint.
It finds every people-search site, data broker, old forum, and account listing my name, phone, address or old emails, builds a table, sends the removal requests itself on the rows I approve, closes the old accounts I tick, and checks again in 30 days.
Here's how, step by step:
Step 1. Paste this into your Bot:
Find everywhere I appear online. My name: [NAME]. My phone: [NUMBER]. My address: [ADDRESS]. Old emails: [LIST].
Search people-search and data broker sites, old forums, and any account under my name. Build a table: the site, what it shows about me, the removal link or email, and whether you can do it yourself.
For every row I tick, submit the removal request from your own email address, or close the account, and log the date and what you sent. Never enter my card details or a password. If a site needs me to log in, stop and tell me.
In 30 days, check every row again and tell me what came back.
Step 2. Tick the rows you want gone. It touches those and nothing else.
Step 3. Add one line to its instructions: "Before anything that sends, pays, posts or deletes, stop and show me."
Twenty minutes to set up. Then every site that sells your address gets a removal request with your name on it, and you never have to think about it again.
THIS IS ABSOLUTE GOLD!
The Grok Bot team has put together a list of bots that can replace your entire team:
Engineering, Sales, Marketing, Operations, everything.
Bookmark and give this to your @bot. x.ai/bot/marketplace/from-gr…
I gave Grok Bot one job: erase my digital footprint.
It finds every people-search site, data broker, old forum, and account listing my name, phone, address or old emails, builds a table, sends the removal requests itself on the rows I approve, closes the old accounts I tick, and checks again in 30 days.
Here's how, step by step:
Step 1. Paste this into your Bot:
Find everywhere I appear online. My name: [NAME]. My phone: [NUMBER]. My address: [ADDRESS]. Old emails: [LIST].
Search people-search and data broker sites, old forums, and any account under my name. Build a table: the site, what it shows about me, the removal link or email, and whether you can do it yourself.
For every row I tick, submit the removal request from your own email address, or close the account, and log the date and what you sent. Never enter my card details or a password. If a site needs me to log in, stop and tell me.
In 30 days, check every row again and tell me what came back.
Step 2. Tick the rows you want gone. It touches those and nothing else.
Step 3. Add one line to its instructions: "Before anything that sends, pays, posts or deletes, stop and show me."
Twenty minutes to set up. Then every site that sells your address gets a removal request with your name on it, and you never have to think about it again.
Jayden ⛩️ retweeted
I gave Grok Bot one job: erase my digital footprint.
It finds every people-search site, data broker, old forum, and account listing my name, phone, address or old emails, builds a table, sends the removal requests itself on the rows I approve, closes the old accounts I tick, and checks again in 30 days.
Here's how, step by step:
Step 1. Paste this into your Bot:
Find everywhere I appear online. My name: [NAME]. My phone: [NUMBER]. My address: [ADDRESS]. Old emails: [LIST].
Search people-search and data broker sites, old forums, and any account under my name. Build a table: the site, what it shows about me, the removal link or email, and whether you can do it yourself.
For every row I tick, submit the removal request from your own email address, or close the account, and log the date and what you sent. Never enter my card details or a password. If a site needs me to log in, stop and tell me.
In 30 days, check every row again and tell me what came back.
Step 2. Tick the rows you want gone. It touches those and nothing else.
Step 3. Add one line to its instructions: "Before anything that sends, pays, posts or deletes, stop and show me."
Twenty minutes to set up. Then every site that sells your address gets a removal request with your name on it, and you never have to think about it again.
INSANELY underrated account 🚨
DeFi has already had 57% more hacks than the 2022 peak, but attackers stole 59% less money.
Compared with the 2022 peak:
🔷 2022
🔸 141 DeFi incidents
🔸 $2.85bn stolen
🔸 $20.2m avg loss
🔷 2026 so far
🔸 222 incidents, +57%
🔸 $1.18bn stolen, -59%
🔸 $5.3m avg loss, -74%
The concentration barely changed btw.
The top 5 hacks made up 66.3% of losses in 2022.
This year: 66.4%
So we got a much bigger long tail of smaller hacks, while a handful of nuclear events still does most of the damage.
What changed is how protocols get owned.
🔷 2022 losses
🔹 43% code + economic flaws
🔹 26.7% bridge/cross-chain
🔹 29.6% keys, access, frontends + social engineering
🔷 2026 losses
🔹 24.9% code + economic flaws
🔹 30.3% bridge/cross-chain
🔹 44.2% keys, access, frontends + social engineering
And no, this doesn’t mean 44% came from ppl clicking fake Discord links.
Explicitly classified social engineering was only 0.3% of DeFi losses this year.
The real shift was protocol-level control getting hijacked and dingbats working at protocols holding important keys getting cooked:
➤ proxy upgrade rights
➤ private + validator keys
➤ compromised infrastructure
➤ cross-chain message validation
2022 hackers were mostly busy breaking the code/machine.
But rn they’re increasingly just stealing the keys and becoming the operator.
