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Exact same issue for me- I know my previous books and articles have been used to train AI (looking at you anthropic)- & when I run previous articles (written pre-AI) into AI checkers, they can come back as high as 90% AI. It's not artificial intelligence- it's collective human intelligence.
Friday thought: The gap between "tech people" and "non-tech people" is about to collapse.
AI agents are the great equalizer.
You don't need to code to use them....
The Real Vibe of AI Coding:
• You open a new chat hoping for magic
• It forgets what you said two prompts ago
• You break features into tiny chunks just so it keeps up...
A new study from Google and top universities reveals how AI not only assists but also reshapes the voice, tone, and meaning in human writing. The impact of large-language models goes beyond just words. nbcnews.com/tech/tech-news…
AI assumes humans are not intelligent enough to write perfectly well and not make mistakes or grammar errors. You've to be a terrible writer to not be flagged by AI detectors.
My Theory:
Invention of AI detectors is a targeted attempt at making creative and intelligent writers...
Not seeing a clear use-case for AI with scholarship outside of simple deep research function in leading LLMs.
Seems all the leverage is in forming connections in your mind.
There seems to be no "agentic workflow" magical software solution for raw intellectual work....
Do not use AI. I will use AI to check if you used AI, then I will post the results of my use of AI to discover your use of AI and shame you for it. What utter stupidity.
Total token use as a measure of AI literacy is wrong headed.
In my experience, after some baseline, more token use is inversely correlated with competency using AI.
AI disruption is fundamentally altering search paradigms, challenging traditional SEO strategies.
Companies reliant on digital visibility face heightened uncertainty.
Monitor $RDDT $SEMR for volatility as the sector adapts.
One of the most positive changes from AI: I feel more informed as a consumer than I ever have
Shopping is SO much better. The best products are easier to find, and marketing is easier to debunk
I think AI will ultimately force more companies to compete on product quality
I love AI and even I won't read AI-generated posts.
If you couldn't even read what ChatGPT said when you asked "turn this conversation into a tweet" to remove all the contrastive phrasing and em-dashes, GTFO!
Many argue AI is like prior tech revolutions--that the jobs destroyed will be replaced by jobs we can't yet imagine
They're wrong. AI+robots will be better at the newly created jobs too. It's is a super-competitor, with the advantages of a generalist AND almost every specialist
𝐓𝐡𝐞 𝐀𝐈 𝐑𝐞𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐢𝐧 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠
The landscape is shifting beneath our feet. We aren't just using new tools; we are playing an entirely different game. As AI moves from a "nice-to-have" feature to the core engine of growth, the traditional playbook is being scrapped in real-time.
𝐖𝐡𝐲 𝐭𝐡𝐞 𝐑𝐮𝐥𝐞𝐬 𝐚𝐫𝐞 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠:
𝐇𝐲𝐩𝐞𝐫-𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐚𝐭 𝐒𝐜𝐚𝐥𝐞: Moving beyond simple "First Name" tags to predicting intent before a click even happens....
We are treating AI like a biological black box. If the output looks good, we accept it. But like a messy genome, that "code" could be hiding dangerous, dormant gene expressions.
It’s time to stop just trusting functionality and start treating it like a science.
We need Mechanistic Interpretability. We must reverse-engineer the neural circuits to understand how models are making decisions, not just what they are outputting....
did google unlock some breakthrough?
an important tweet by logan, which he later deleted, basically means:
"AI is not only coming for obvious jobs like coding, writing, or customer support...
AI tools for academic work have become very exciting. There are now so many outstanding AI-related repos on GitHub now, its like treasure trove for productivity & vibe coding. Past few months, my own private repos also multiplied exponentially, committing & forking almost daily!
I spent 8 months testing AI tools obsessively.
Here's what I actually kept and why:
Cursor: because it's in the flow. I don't context switch. It just knows what I'm building....
AI is coming for everything ... a friend & I were discussing the apocalypse of "B2B SAAS" & the End of Tech Entrepreneurship, that idea in your head will soon be swallowed by AI
look, i don't mean to exude luddite tendencies, but we need regulation & guard rails, urgently
The AI Engineer vs ML Engineer debate is everywhere right now.
But in 2026 interviews the titles barely matter anymore.
Here is the real split I see from actual roles and offers:...
The rise of AI transforms our world. From supercomputers to qua🪐ntum sensors, it boosts efficiency by 25%. Its applications expa🪐nd in healthcare and finance. This innovation shapes a dynamic future for industri🌟es.
💯
AI is not going to help us. It is going to hurt us severely in ways we have not even begun to conceptualize.
Every gain will be paired with a much deeper loss....
The most valuable skill of the next decade is being able to articulate what you want to an AI. Which means: thinking in steps, speaking with precision, and knowing what "good" looks like before you ask for it.
Hot take: "AI SEO" is a misleading term.
SEO = optimizing for a search algorithm with known ranking factors.
GEO = influencing a language model's training data and retrieval patterns.
...
AI is a great addition to your systems; it makes things faster and easier in many ways.
But humans look for humans when they need connection and empathy. Don't forget it.
“With access to YouTube and the internet, people are going to become smarter than ever” (people just watch MrBeast)
“With AI people are going to become smarter and more productive than ever” (most people just use it to cheat on homework)
related: the next frontier of AI agent work will be ‘mining the invisible’
i.e. identifying tacit knowledge + hidden metrics then defining them w/ proxy metrics (so auto-research loops can be pointed at them)
Everyone uses AI now. The split isn't AI vs. human.
It's whether you had something to say before you opened the chat window.
Use AI to amplify your thinking. Not to replace it. If there's nothing to amplify, you get slop at scale.
Think this is a lucid description of where we’re at using AI to do science. Lots to be excited about and lots to go. Reminds me a little of coding agents a year or two ago.
A major takeaway: not having a great equivalent of unit tests in science poses limits....
Intelligence is a marketing word
Tech companies needed a term that sounded magical&worth billions
“Pattern‑prediction machine trained on scraped internet text” doesn’t sell
AI “knowledge” is just compressed internet content
so much investment on just fluff...
Unpopular Opinion: To use AI well - to ask good questions and find what's wrong from AI's answer, it's necessary to learn more.
The difference is we don't spend time on learning basic stuffs but skip inefficient part + broaden the range of learning.
So MANY to learn so far
Everyone's freaking out about Google's AI Overviews killing SEO traffic
But here's what they're missing: The brands winning are the ones creating content AI actually wants to cite.
You're not competing with Google anymore. ...
most people are getting their AI content destroyed by Google and don't even know why
they prompt ChatGPT → copy/paste → publish → wonder why traffic never comes
here's what actually works after testing on 100+ pages:...
I thought my AI interview would be entirely about coding.
But instead, they asked me to design a spam classifier, and focused solely on my thought process.
Nobody cares about perfect answers....
Nah I've been in deep talks about putting ai classes in public schools and underprivileged environments... google, nvidia , Claude, x , meta holler at me let's change the world real quick! Give ai to the "hungry watch the incredible happen!
wow
For the first time in history, AI has solved a FrontierMath open problem, a real, unsolved research challenge that defeated mathematicians for years.
Let that sink in....
I’m reading an article, written by AI, telling me how to use an AI brain to create AI content that is then posted automatically by AI
Please God. Make it stop.
Love seeing this.
There are two flavors of automated AI research.
One that just cares about hill climbing on a target benchmark (e.g., autoresearch). ...
Claude Code has replaced my junior hire.
I'm not sure how to feel about it.
It did in 4 hours what used to take a full week - not a prototype, not a rough draft, but production-ready work that would have passed human review....
Everyone's building AI chatbots that write poetry. Meanwhile I'm making AI that generates product photos for Shopify stores. Guess which one people actually pay for? Boring problems = real revenue.
wow, this is HUGE AI/science/acc
1000x scientific progress (due to AI automation) is around the corner.
"We present The AI Scientist, which creates research ideas, writes code, runs experiments, plots and analyses data, writes the entire scientific manuscript, and performs its own peer review. Its ideas, execution and presentation are of sufficient quality that the manuscript generated by this AI system passed the first round of peer review for a workshop of a top-tier machine learning conference."...
I’ve leveled up my skills in Artificial Intelligence and Automation! 🤖🚀
Post: I’ve recently completed a series of certifications to deepen my understanding and practical application of AI in marketing, search, and business workflows. My key takeaways:
AI for Marketing & SEO:
Hot Takes: Most “Ai courses” are already outdated.
The real education is building things daily and breaking them.
No course will teach you faster than shipping a broken N8n workflow overnight.
The messy labs beat the polished lectures EVERY SINGLE TIME.
Every AI PM course right now is teaching the wrong skill.
They're all focused on prompt engineering, LLM integration, building with ChatGPT. Meanwhile, the AI PMs earning $900K at Netflix, Amazon, and Meta are being paid for a completely different competency: knowing which AI technique to use and, more importantly, which ones to skip.
Jyothi breaks it into three buckets. Traditional ML for structured data: fraud detection, churn prediction, anything where the problem fits in a spreadsheet with clear inputs and a predicted output....
Exciting to see all the major stakeholders of the XRP Ledger leveraging AI as much as possible
If you're in tech and you're not using AI, you're undoubtedly going to be left behind
I'm so impressed by AI that I'm now taking coding and AI courses to leverage it as much as I can
AI is going to make everyone illiterate because they'll get used to seeing a certain writing style instead of real human thoughts. It'll be like when you tried reading The Scarlet Letter in high school and the language was so archaic you couldn't understand it.
AI will be so much faster and cheaper, because the models that will come in late 2026 will do multi-token prediction.
This means that they will train to generate 10 tokens/iteration.
So they will be 10x more faster to output....
We will have billions of AI’s.
Each person, website, company, departments, etc will have one or more AI’s that represent it and/or work for it.
I am more convinced of this versus having one all-encompassing AI that does everything.
Two quick thoughts on the current discourse on AI in writing and reporting:
1) A common theme of the writing I end up the most proud of: by the time I publish, I've agonized over enough drafts and follow-up questions that I feel burned out, exhausted and generally miserable.
Then I feel a huge weight off my shoulders and euphoria when they're out in the world, and people enjoy them. Every time....
we need to talk about AI like we talk about work-life balance
because right now everyone's either "AI will save us all" or "AI will destroy everything"
but the real question is way simpler...
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