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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.

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Interesting! Curious, what triggered you to design this test?
Building in Stealth ⌕ thread
Well well well
From my father’s flower shop to McKinse… ⌕ thread
Tianyu Xu does it make any different if you use Gemini Omni on Gemini?
I turn AI hype into operational reality… ⌕ thread
They either stay longer in university to get higher education like PHD or start their own company. That's the only solution to this. I wouldn't mind hiring an entry level computer science it wont guarantee that A.I could over perform than someone who has finished university. Intelligence is a rare gift
Three patent pending from advance GPS t… ⌕ thread
Victim card mentality. Everyone faces challenges as a new grad unless you are either super smart or have daddy’s connections. It’s about how you overcome these obstacles. I graduated shortly after the GFC and the China commodity super cycle bust which led into a multi-year bear market.
Critical Minerals Investor | Investment… ⌕ thread
Denisson C. Thank you, Denisson. I appreciate the recommendation and the practical example. One of the most interesting aspects of AI is seeing how it expands capabilities across very different fields, from software development to engineering, research and design. I'll definitely take a look.
Author | Creator of the Humanitarian Po… ⌕ thread
Tianyu Xu fantastic application 👏 👍. I do similar multi step hacks with visual design as well. I move between Nano Banana and Chatgpt for all kinds of edits. Thanks for the share!
“Taste is the final frontier” Founder G… ⌕ thread
Not sure this is a new story. I gave an industry presentation >10 years ago comparing the computational power of the human brain (20W) and a supercomputer doing the exact same thing (10MW). We should not be surprised that AI is going to need vast amounts of power to do simple things.
Senior Director at Sumastra ⌕ thread
Thanks for sharing, Alvin Foo I agree—the future belongs not to AI alone, but to organizations that master human-AI collaboration. AI can dramatically improve speed, scale, and productivity, but human judgment, domain expertise, creativity, and leadership remain irreplaceable.
L&T Power| Alstom Power| Doosan Power| … ⌕ thread
Very cool thanks.
Art Director Using AI to Reimagine What… ⌕ thread
Tianyu Xu Have you ever heard of The Imagine project by Andrii Osipov ?
Education is about preparing a groundbase of general knowledge from which to build. The world doesn't stop turning now you've entered the world of work (or not work as the case may be). Don't try to change the world, it's been here a lot longer than you have. Engage that big brain and all that youthful energy, invent, challenge, solve and use the rapidly evolving technology to build a better future for everyone.
Financial systems integration and AI co… ⌕ thread
This is an interesting find!
Global head of Advisory and regional He… ⌕ thread
Excellent observation. To further add to this linguistic bias we have also found that depending upon the prompt language the attention mechanism will source next word predictions from texts it learnt in that language. So if the training data was robust in English but skinny in Japanese and the prompt was in Japanese then the answer it surfaces deviates significantly in some cases. The trick to correct for this is in the system prompt convert all incoming user prompts to English first then send the user prompt query, get the answer back in English and then convert from English to the language of the prompt. This makes a significant difference
Founder & CEO, MindHYVE.ai | Delivering… ⌕ thread
Jeff Bezos look like a middle aged man from old Syrian tv shows
Microsoft | Intercom | Meta 🤖 Cybersecu… ⌕ thread
This is a valuable reminder that nutrition is not just about what we eat, but also how we prepare it. What stands out is the idea that food is dynamic. Cooking can enhance the availability of certain nutrients while reducing others, which is why simple "raw is always better" or "cooked is always better" messages rarely capture the full picture. I also appreciate the broader lesson here: health often comes from understanding fundamentals rather than chasing complexity. Small, consistent choices in food preparation, movement, sleep and recovery can create meaningful benefits over time without requiring expensive products or complicated routines. The point about simplicity resonates strongly. Sustainable health habits are usually the ones people can maintain over the long term, and many of the most effective changes begin with everyday decisions in the kitchen. An excellent reminder that informed choices, not just ingredients, play an important role in supporting long-term wellbeing. Interesting Medicine
Cross-Border Architect | Building Pathw… ⌕ thread
This is one of those reminders that context changes everything. Same ingredient. Different preparation. Completely different outcome. Honestly applies to business too — the same data, the same leads, the same CRM — how you work with them determines what you actually get out. Raw vs cooked isn't just a kitchen question. 🍅
Senior Growth Manager | I Fix Leaky B2B… ⌕ thread
Small changes in the kitchen can have a bigger impact than most people realize. Join the Biome Health newsletter for more evidence-based health insights: https://thebiomehealth.beehiiv.com/
Most nutrition debates focus on WHAT to eat. Few people talk about HOW preparing it changes the benefits. Great reminder.
LinkedIn Growth Hacker | Brand Builder … ⌕ thread
Exciting to see AI give researchers more room to chase bold ideas. Looking forward to a future with less cognitive friction and more discovery.
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