Stefanos Karagos retweeted
i built a jev review machine
(it’s better than any market research tool you can find)
give it a product or competitor and it goes through thousands of reviews across app stores, reddit, amazon, g2 and more
then it pulls out the stuff that actually matters
→ why people buy
→ why they churn
→ what features they keep asking for
→ recurring pain points
→ the exact phrases customers use
instead of throwing 10,000 reviews into one prompt, jev reads them individually, extracts the signals, groups them into themes and ranks them by frequency, intensity and recency
so the output is not just a summary
it becomes a full product + marketing brief
you can see:
→ which complaints are growing
→ what users love most
→ what they wish existed
→ where competitors are weak
the competitor side is probably the best part
1–3 star reviews become a churn map showing why people leave and what you could build or position around
it can also turn real customer language into hooks, ad angles, positioning and product priorities
rt + comment “reviews” and i’ll send the full framework + build guide
(follow for dm)
The next big move from @miramurati is here:
Solving AI's reliability problem
Her new company, @TML_lab, just delivered the key to enterprise adoption—predictable, auditable AI
This is a game-changer
👇My full analysis for business leaders is on LinkedIn
bit.ly/3IsG0p0
BRUTAL TRUTH: 95% of enterprise AI pilots are FAILING🧐
Hot take: Your expensive AI consultant is wrong 🔥
MIT study: 95% of AI strategies fail because we're building like "carpenters" when we need to think like "gardeners"
The CAIO mindset changes everything:
medium.com/@karagos/your-ai-…
#AI #BusinessStrategy #Innovation
Stefanos Karagos retweeted
Claude just became your personal automation engineer. (This will change how you build in n8n forever)
using n8n’s new MCP server, you can now describe a workflow in plain English…
and Claude builds + deploys the entire n8n workflow for you - automatically.
you can now:
- build full workflows in plain English
- deploy straight into your n8n instance (no JSON copy/paste)
- spin up custom agents for ads, inventory, email, Slack - whatever
- ship automations 10x faster, with 0 tech bottlenecks
this is like having a full-time backend engineer for $20/month
want the full Claude setup + install guide?
comment “AUTOMATE” + follow + repost and I’ll DM you everything (must be following so I can DM)
Stefanos Karagos retweeted
Introducing the next generation: Claude Opus 4 and Claude Sonnet 4.
Claude Opus 4 is our most powerful model yet, and the world’s best coding model.
Claude Sonnet 4 is a significant upgrade from its predecessor, delivering superior coding and reasoning.
Check out the latest article in my newsletter: Structure Eats AI for Breakfast: The McKinsey Data linkedin.com/pulse/structure… via @LinkedIn
Stefanos Karagos retweeted
Introducing Claude 3.7 Sonnet: our most intelligent model to date. It's a hybrid reasoning model, producing near-instant responses or extended, step-by-step thinking.
One model, two ways to think.
We’re also releasing an agentic coding tool: Claude Code.
Check out the latest article in my newsletter: The Brand Experience Delusion: Why AI Changes Everything. linkedin.com/pulse/brand-exp…
via @LinkedIn
How we developed computer use, Claude's newest ability: anthropic.com/research/devel…
📣 Introducing XPLAINATIONS:
Where Marketing meets Science & AI
🧠 Decode consumer behavior
🤖 Leverage AI-driven strategies
🚀 Elevate your MarComs
Join me every Tuesday for a 5-minute dive into evidence-based marketing insights.
Subscribe and let's redefine marketing together!
👉 xplainations.beehiiv.com/sub…
#XPLAINATIONS #MarketingScience #newsletter #AIMarketing
Stefanos Karagos retweeted
New Anthropic research paper: Many-shot jailbreaking.
We study a long-context jailbreaking technique that is effective on most large language models, including those developed by Anthropic and many of our peers.
Read our blog post and the paper here: anthropic.com/research/many-…
Stefanos Karagos retweeted
Ως σχόλιο του ρεπορτάζ: «Νόμοι γραμμένοι για να είναι ακατανόητοι» kathimerini.gr/society/56292…, πρότασή μου για το πώς μπορεί η ψηφιακή τεχνολογία εύκολα να επιτρέψει επιτέλους την πλήρη και συνεχή κωδικοποίηση της νομοθεσίας. kathimerini.gr/society/56292…
Stefanos Karagos retweeted
Today we're introducing Gemini 1.5, our next-generation AI model. It shows dramatically enhanced performance, including long-context understanding across modalities, which opens up new possibilities for people to create and build with AI → goo.gle/4bEXIPL #GeminiAI
Stefanos Karagos retweeted
So, Mark Zuckerberg finally tried the Apple Vision Pro and compared it to the Meta Quest 3
He says:
- Quest is 7x less expensive yet way more comfortable
- Quest is better for gaming, Xbox, YouTube
- "I'm surprised how much better Quest is better for majority of things"
My biggest takeaway:
The future of ads feels like his IG post.
This is real. No marketing talk, just saying it as it is.
Zuck's Apple Vision Pro feels like I'm listening to a tech reviewer not a guy worth $165B.
I feel like I'm having a convo in a living room with my friend Mark. You feel his enthusiasm.
Reminds me of the Kayne Superbowl ad. The guy spent $7M and took a 30s selfie video. Highly effective. He sold $19M of product within 24h of that video.
So my point is, if you're creating an "ad"
More living room, less high budget.
Be real.
A researcher trained a very small neural network to do binary addition and had some fascinating observations about how the network works.
cprimozic.net/blog/reverse-e…
A must-see, if you haven’t seen it yet.
The Turing Lectures:
The future of generative AI
youtu.be/2kSl0xkq2lM?si=1zTv…






















