
Segment Customers with RFM‑Based K‑Means Clustering
Let's build a mini data science project. Customer segmentation using K-Means clustering. What are we building? We're grouping customers by behaviour using RFM: Recency — days since last purchase Frequency — total orders placed Monetary — total spend Three numbers per customer. That's your model input. The steps: 1. Clean the data — drop missing CustomerIDs, remove cancellations, create a Revenue column 2. Build RFM features — one row per customer, three columns

New AMD‑HP Setup Delivers Noticeable Performance Boost
OK, I'm set for a while... thanks @AMD and @HP, I can finally put these features to good use. I can already feel the difference. https://t.co/G7WzjlhJPH
Agentic AI: Systemic Design Beats Single‑Prompt Models
“How Agentic AI works” — this diagram gets one thing very right: Agentic AI is not a model. It’s a system. Here’s the deeper reading most people miss 👇 1️⃣ Inputs are not prompts — they’re signals Agentic AI doesn’t...
Blue Origin Plans 51,600‑satellite Orbital Data Center
"Blue Origin is the latest company to propose an orbital data center system, filing plans for a constellation of up to 51,600 satellites." via @SpaceNews_Inc https://t.co/yssLQmxsL8

Fuzzy Matching Beats LLMs for Cleaning Text Data
Free-form text data is everywhere in modern organizations. And it's usually dirty. Tomorrow, 39,000+ professionals will learn a powerful way to clean text data - fuzzy matching. In this age of AI, it's tempting to give free-form text data to an...

OHB Projects Double‑Digit Growth Across All 2025 Metrics
.@OHB reports double-digit percentage increases in rev, backlog, profit for 2025 and sees four aces in the coming budgets at @esa @defis_eu @bundeswehrInfo and @NATO. Not to mention US and @ArianeGroup launcher component orders, and Digital division.https://t.co/MIRKGHICwc https://t.co/Y5An8jqVWd

Structured SEO Process Beats Spray‑and‑Pray Publishing
For SEO to work, forget about spray and pray. Change your process, and keep it consistent. Before: prompt → publish After: - Topical map defines what gets written - SEO brief defines the angle, keyword, intent, structure - AI fills the brief, human adds the insight -...

Switch From Edge to Your Preferred Browser Easily
Tired of using Microsoft Edge for your Web browsing adventures? There are lots of cool and specialized alternative Web browsers nowadays, and it's easy to switch your default. Here's how, step-by-step... https://t.co/j2OsbpQAex #chrome #edge #opera #browsers #win11 https://t.co/74RuucCoxy

Living-Cell Robots Gain Self-Contained Nervous Systems
Robots Made From Living Cells Get Upgraded With Their Very Own Nervous Systems https://t.co/ctQ64b45O4 https://t.co/ye1TV6VwCn

Master SQL Early: It Becomes Your Core Tool
I didn’t prioritize SQL early on, I thought it was easy and not that important. I was wrong. It became the language I used the most in data. Practice your queries.
Bezos Invests in Terminator SSO Sunlit Space Gold Rush
Jeff Bezos joins the gold rush to Terminator SSO (and permanent sunlight in space near Earth). https://t.co/QyGifj6ehT

Google Tests AI‑generated News Headlines in Search
Oh boy, but we know Google can change title links in the SERPs already. Remember back in 2021 when they addressed that? Also, Google confirmed this is a test but didn't confirm it was using AI to do this. Stay...
Patients Should Expect Doctors to Use Clinical AI
At this point, it's very reasonable for a patient to ask their doctor, "Have you used clinical AI to help optimize your diagnosis and treatment plan for me?"

Adapt or Become Dead Weight: AI Fluency Decides
There are 4 types of workers in the AI era. Most people don't realize which one they are. The two axes that matter now: judgment and AI fluency. Turbo Brains — high on both. These are the people 10x-ing their output while...
Key Semiconductor & AI Trends Shaping 2024
Latest: US AI framework; GPU smuggling; HBM4; war’s impact on supply chain; GTC; restart of H200; memory prediction; TFLN photonics; test/metrology platforms; NoC verification automation; AI distillation attacks; high-NA EUV..https://t.co/2n7vmUL47D #semiEDA #DRAM #semiconductor

Free Open‑Source Library Harvests Top AI Image Prompts
Holy shit... Someone just built the world's largest AI image prompt library and made it free. It's called MeiGen, it scrapes the most popular prompt posts from X each week and puts them all in one place. No prompt engineering. No guessing....
Keeping Our Digital Bank Inside FDIC Insured Institution Pays Off
Not all fintechs are created equal. So grateful that we started our digital bank, @bankonroger, within our FDIC insured bank @citizensedmond rather than give into the temptation to spin it out.
Companies Hide Device Risks, Harm Thousands
This is a recurrent fiasco. Health care companies that now the serious risk of their device or drug but keep selling it and do not acknowledge the hazard. Until so many people are harmed. Today's front page @nytimes by @katie_thomas @bostonsci...
Navan, Perk, Ramp Overt
It's the wild west when it comes to travel. So many companies, regardless of size and stage, still let employees book directly on the web. But when it comes to travel management systems, Ramp has made massive strides for companies...
AI Becomes Quiet Relationship Coach, Raising Authenticity Concerns
AI is quietly becoming a relationship advisor. People are turning to chatbots for everything from first messages to breakups, outsourcing conversations that used to be deeply personal. It can offer clarity, but also risks flattening emotion into patterns and scripts. What changes...

Decision, Not Retrieval, Is RAG’s Real Bottleneck
The Agentic RAG Ladder: Why Deciding Beats Retrieval https://t.co/M4esIDqbe5 Most teams think their #RAG problems are about retrieval. They’re not. The real failure point is the Decide step. #AI #agenticAI #automation https://t.co/Pfdfab7FgX
Early Dismissal of LLMs Fuels Left‑Right Divide
This is the schism of the left right here. By having staked the claim early on, that LLMs are a gimmick or a "stochastic parrot" that can't actually know anything, it's unacceptable, from the perspective of many, to actually take...
Real Pain Drives Users to Tolerate Awkward Solutions
Customers were emailing government IDs because there was no portal. Sarah Ahmad says people will put up with an embarrassing product if the pain is real enough. Stop waiting for perfect. https://t.co/r7QoBVZraH
Insights Shared on OWA Drone Discussion
Good discussion on OWA drones and happy to contribute some thoughts to this piece. https://t.co/9wzT67vLWy
AI Will Augment, Not Replace SaaS Model
"AI will replace SaaS" is a misleading headline that’s pummeling tech stocks. 📉 The truth? AI will replace parts of SaaS, but the SaaS model is the most efficient way to deliver enterprise value at scale. Get the facts over the...
New Tool Audits Data, Flags Inconsistencies for Equity Quality
You can now audit each number and flag any inconsistencies. We take data quality very seriously. I don't expect you to have to use this, but anything we can do to build the best data set in equity markets, consider it done....
U.S. Must Lead AI to Secure Future
Congrats to @mkratsios47 and @davidsacks47 on this thoughtful national AI framework. We must protect free speech, ensure U.S. AI dominance, and prepare our workforce for the AI era. We’re pushing on this from both sides: building and investing at @8vc, and...
Jeff Kagan Guides Execs to AI-Driven Sales Success
Jeff Kagan Helps Executives and Sales Teams Succeed in the New AI Era https://t.co/tSuM7J8eSa via @ein_news @jeffkagan #jeffkagan #industryanalyst #ictindustryanalyst #ai #aianalyst #aiindustryanalyst #analyst #analystrelations #wirelessanalyst #telecomanalyst #tech #technology #techanalyst #techindustryanalyst #technologyanalyst #pr #publicrelations #pressrelease #marketing #ceo #cmo #caio #column...

Automation Predates Bezos; It Reshapes, Not Eradicates Jobs
A lot of morons believe this press release because Jeff Bezos has a lot of money. Automating manufacturing has been going on since the printing press in the 1400s. It will continue to happen, Bezos or not. And it will...
Automate Granola Notes Into AI Knowledge Base via Zapier
In case it's useful for others, here's how we at @PointNineCap are adding @meetgranola notes to our AI knowledge base: 1) Saving a note in a shared folder in Granola fires a workflow in @zapier 2) Zapier creates a Google Doc,...
Smartphone Performance Metrics Have Been Misread for a Decade
The device industry has been flying blind for a decade. Chipmakers, carriers, and analysts all thought they understood smartphone performance. They didn't. We just proved it. 🧵🚨
Claude Must Resolve .docx and .pptx Lookup Issue
claude has got to fix this "let me look up .docx and .pptx skill" stuff in chat
NotebookLM Revolutionizes Evidence‑Based WASC Accreditation Reviews
Over the past year, I have integrated Google's NotebookLM into my WASC review workflow, and the results have fundamentally changed how I prepare, analyze, and report before, during, and after my visits. What follows is the process I now use,...
Biotech Godfather Stelios Papadopolous Joins Garde on Podcast
This week's Readout LOUD podcast is now available on all your favorite podcast outlets -- Stelios Papadopolous, the ‘godfather’ of biotech, in conversation with @damiangarde https://t.co/RHh5Qv9OyT via @statnews
Spring Clean Your Digital Life for Better Security
Spring cleaning isn’t just for closets. It’s a good time to clean up your digital life too: update passwords, remove old accounts, review app permissions, and enable MFA. A little data hygiene now goes a long way in protecting your personal cybersecurity.
If Email Revenue <20%, You’re Missing 11 Essential Flows
Pull your email dashboard right now. What % of total revenue is coming from flows? If it's under 20% you built your launch setup and stopped. There are 11 total flows everyone needs to run 🧵
China’s Investment Shifts Toward Clean Energy, Manufacturing
This story is being replicated in other regions too, e.g., Central Asia, where the China story now includes renewables, manufacturing, and more ... "Where early engagement centered on oil, gas and mining, recent years show a marked shift towards clean...
Data Quality Soars 232%, Beating AI Hype
Data quality influence surged 232% this period. Not AI models. Not agents. Not LLMs. Data. Quality. The most boring discipline in the stack just became the fastest growing. The market is telling you something. Are you listening?
Helios Optimizes AI Scaling for Performance, Not Cost
Helios: Rethinking How AI Models Scale Across Compute and Data In this episode of Artificial Intelligence: Papers and Concepts, we explore Helios, a new approach focused on optimizing how large AI models scale across compute, data, and training efficiency. As models...
YOLO Ushered in Real‑time, Single‑shot Object Detection
YOLO: A New Era in Object Detection Until 2015, object detection was a multi-stage process region proposals, feature extraction, classification. 🌀 Then came YOLO (You Only Look Once), and everything changed. Instead of scanning thousands of regions, YOLO looked at the entire...

Deubiquitinase Complex Protects Oocyte Epigenome, Fertility
Polycomb repressive-deubiquitinase complex safeguards oocyte epigenome and female fertility by restraining Polycomb activity https://t.co/M6JjHH2JG2 https://t.co/dnHknjJmJy

Android 17 Introduces Automatic SIM Lock Protection
First look: Here's how Android's automatic SIM lock protection works The feature could be available for users with Android 17. We spotted it earlier in Android 17 beta 2. ✅ Details and more screenshots - https://t.co/pYFvbx2twB https://t.co/3767pTzPYr

Android 17 Adds Hearing‑aid Friendly Alert Controls
Android 17 could introduce new accessibility options specifically designed to improve the experience for users with Bluetooth hearing aids. The options prevent sudden alerts for notifications or alarms from blasting in the users’ ears. ✅ Details & screenshot - https://t.co/zuYB2JNdn7

Robots Learn Tasks by Aligning Goals, Not Mimicry
A new Science #Robotics study demonstrates that robots can reproduce movements demonstrated by peers by aligning their abilities with the task’s objective, instead of just copying motor movements directly. https://t.co/m5xuGh7Y84 https://t.co/r9IjoFauN4
Founder Uses ChatGPT to Cure Dog’s Cancer
A man reversed his dog's cancer with AI. No degree. No lab. No team. Just ChatGPT and a dog named Rosie who had 6 months to live. Here's exactly how he did it, and what every founder needs to steal from his...

Quantum Networks Secure Expanding IoT Across Critical Sectors
Quantum networks are extending IoT architectures with qubits, QKD and entanglement-based links. As connected assets multiply in energy, healthcare and mobility, secure key exchange and synchronized nodes reduce risk and protect critical services at scale. Microblog @antgrasso https://t.co/BjZH6mjWA6
Amazon's Alexa+ Aims to Revive Fading Voice Engagement
Amazon is betting on a smarter Alexa to win back users in the UK. With Alexa+, the goal is to make interactions more natural, useful and worth returning to after years of fading engagement. But expectations are higher now, and users...
Tumor Whole-Genome Sequencing Influences Care in 40%+ Patients
Why should tumor whole genome sequencing (WGS) be done for cancer? In real practice of medicine study of 888 patients with solid cancers, WGS directly led to clinical consequences in over 40% @NatureMedicine https://t.co/kFho0yuLS7
Biotech Giant Earendil Labs Secures $787M Funding
Giant biotech round that hit right after I sent Pro Rata: Earendil Labs raises $787M https://t.co/NWt2bBA9Lr
AI-Driven Marketing Reshapes CMOs, CFOs, and Sales
The #AI and #marketing mashup is well under way with major impacts all around for your #CMO, #CFO and #sale organizations. Thanks @TomBasgil for a great discussion ... https://t.co/6xt0JlOxhg