Solve One Problem, Build Small AI Projects Fast
If you’re upskilling in tech, date and AI: Stop overthinking. Pick one problem and solve it. Build: * a customer support bot * a booking automation system * a simple workflow for a business Small projects compound fast.
AI Delivers Patterns, Not Real Customer Insights
The worst thing AI is doing to PMM right now? 👀 Making pattern recognition look like insight. That should bother more people. PMMs are now getting pages of “insights” from transcripts that were never probed deeply enough to support a...
AI Misinformation Loops Harm Billions of Users
How AI-generated misinformation is feeding itself, and why billions of users are getting the worst of it. https://t.co/oHLBE4nyep via @lilyraynyc, @sejournal
Fair Use Needed to Keep US Competitive in AI
AI is now a fundamental element of most all technology. high quality AI must be trained on vast amounts of data. other countries are training on vast troves US data with zero restrictions. in order for the US to stay...
Safety Beats Hardware: Heterogeneous Fleets Demand Robust FSD
No service running at scale is ever going to have a homogenous set of hardware. That’s like saying “wouldn’t it be easier for Apple to let everyone upgrade to iPhone 17 rather than making their software backwards compatible?” A heterogeneous...
BeingBeyond U1 Redefines Robotic Dexterity Beyond Grippers
Meet BeingBeyond U1: Redefining #Robotic Dexterity Beyond Grippers by @beingbeyond_ #AI #Robots #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/5sruYvmkKS
When New Beats Old: Start Fresh Over Full Migration
A client I'm working with is moving their online course community to a new platform. The instinct in that situation is always to migrate everything. Every post, every discussion, every piece of historical content carried across intact. After talking it through...
Two‑Month Dosing Likely Beats Monthly in PK Trial
As I commented before, they have Phase 2 PK data and they still took both 2 months and 3 months into Ph 3. The primary endpoint is purely a PK non-inferiority one (AUC through week 24). That means that 2...
Turn Off Unwanted AI Summaries in Evernote
Same with Evernote. You used to be able to search for a word in your notes and it would work like anything else. Now you need to wait for AI to generate a useless summary you didn't ask for. Thankfully,...
More Perfect Union Launches Student Discord Community for Collaboration and Learning
More Perfect Union is launching a student program including a Discord community for young people where they can collaborate, join virtual events & trainings, learn from organizers 👇
AI Agent Teams Redefine Work, Raising Control Challenges
AI agents are shifting how work gets done. Instead of using a single tool, professionals may soon coordinate teams of AI agents to handle complex tasks across workflows, from law to accounting. The key question is not capability, but control. In the...
Teachable: Is It Really As Easy As Advertised?
My first platform review is live on YouTube. I started out with Teachable because they have a reputation of being easy. I try to answer the question is easy enough? Watch the video for the full breakdown: https://youtu.be/wnt5LpGMek8
Chatbot Ads Need a New Model Beyond Search
Search is the wrong mental model for chatbot advertising "I think it’s a mistake to view the Search advertising model as the default for chatbots; both from a user expectation and a revenue standpoint. And in fact, I think that Search...
Your First Steps to Building AI Agents
A Beginner’s Guide to Building AI Agents AI agents are becoming more accessible — this guide walks you through how to start building and using them effectively. Read more 👉 https://lnkd.in/ezy9WgzP #AI #Automation #TechGuide #BernardMarr
CRDO: SerDes‑Focused Interconnect Leader, Not Just Copper
Best to understand $crdo as an interconnect company whose vertical orientation, particularly their SerDes, puts them well positioned for every pocket of interconnects. They are not a copper company just now thinking about optical.
OpenAI Refuses Central Control, Empowers Verified Defenders
#OpenAI shots fired “We don’t think it’s practical or appropriate to centrally decide who gets to defend themselves. Instead, we aim to enable as many legitimate defenders as possible, with access grounded in verification, trust signals, & accountability.” https://t.co/KM1Vr7Idej
Tiny Behavioral Tweaks Drive Multi‑Million Marketing Gains
“The culmination of enough small changes on their own can be transformational.” What strikes me about Will Guidara ’s words are how they apply both to hospitality and marketing. When you add behavioral science to your marketing creative, the incremental...
Your SEO Wins Vanish if AI Search Ignored
B2B CMO: "Our SEO is crushing it. We're ranking #1." Me: "That's great. But don't forget THIS:" Your buyers aren't starting on Google anymore. They're asking ChatGPT, researching in Perplexity and reading AI overviews before they even click. If you're...
Shift Focus: Influence AI Answers, Not Just Search Rankings
The content question has changed. It’s no longer “Did this rank?” It’s “Did this influence ChatGPT, Perplexity, or AI Overviews?” If your content is not showing up where buyers get answers, traffic wins are a distraction. https://t.co/KR59tuv2m0
AI-Generated Checklist Demystifies Taxes and Catches Errors
Wins from using Claude Code for my taxes for the firs time: First, the document upload checklist: A while back I uploaded my prior year's 1040 to Claude and asked it to help build me a tax prep checklist: every document I'd...
AI Security Tools Boost Bug Fixes, Yet Enable Exploits
The AI hacking race is on. I wonder if this new model is in Portswigger’s Burp now and if it has improved since the last time I tried it, because it didn’t work for me. But that’s also in...

AI Reorders Germany's DAX: Siemens Takes Lead
Hello from Germany, where AI is reshaping the benchmark index Dax. SAP is no longer the index’s largest company. The software giant has fallen on fears that AI could disrupt its business, while Siemens has taken the top spot, helped...
US Ports Already Using Automated Vehicles, Contrary to Claims
Pro China accounts love to post automated vehicles at ports and claim they’d never see this in America (hell, a lot of the videos are literally from LBCT) Meanwhile, these AGVs are rolling everyday at Long Beach Container Terminal https://t.co/P1kW2UZlAK

Medical AI Flaws Exposed: Bad Chatbot Answers, Unreliable Data
Issues recognized with medical AI models —Problematic responses to 5 chatbots https://t.co/V6IZHOhAm4 —Prediction based on unreliable, open-access datasets https://t.co/PnJ0TrtXK2 https://t.co/Bp8ztckFgV

AI Improves Performance by Reducing Network Size
The #AI Brain That Gets Smarter by Shrinking by Bei Yan @NeuroscienceNew Learn more: https://t.co/zaJ6QXPqKE #ArtificialIntelligence #MachineLearning #ML #DL https://t.co/rYZa2etEIL

AI Replaces Simple Features, Slowing Down Workflows
I hate AI when it's like this: Notion used to have a one-click way to turn text into a quote. They removed this and now I have... AI So instead of sub-500ms, it now takes 10+ seconds to turn selected text into...
The Web's Power: Shared Solutions Help Solve Problems
This has always been the power of the web. Someone out there has probably come across the same situation and problem you are experiencing. His site ran into the same exact situation my case study covered (and I posted that...
Ouro Enables AI to Self‑Improve Through Iterative Feedback
Ouro: Building Self-Improving AI Through Iterative Learning Loops In this episode of Artificial Intelligence: Papers and Concepts, we explore Ouro, a new approach to AI that focuses on self-improvement through iterative feedback and learning loops. Instead of relying solely on static...

Muscle Atrophy Driven by Intrinsic Aging, Not Nerve Damage
I teach medical students that nerve damage causes muscle wasting. New research says we had it backwards. Scientists at MDI Biological Lab engineered "atrofish" -- zebrafish that compress DECADES of human muscle aging into weeks by activating the Atrogin-1 gene. What they...

Grüns' DTC Surpasses AG1, Validating Omnichannel Strategy
Grüns built a successful omnichannel distribution network on the way to its acquisition by @Unilever for a reported $1.2 billion, with more than 7,000 retail doors in addition to Amazon. But its DTC site has also grown rapidly, and is about...
Ex‑Druckenmiller Insider Reveals Hedge Funds’ Early AI Edge
Really cool episode. Jan spent many years directly working for Stan Druckenmiller before starting his AI software reflexivity long before anyone knew what chatGPT was. He has a very unique line of sight into how some of the best hedge funds...
FDA Panel to Consider Expanding Peptide Access
FDA panel will meet to discuss allowing broader access to certain peptides https://t.co/PDWKvmvvUH via @LizzyLaw_

From AI Skeptic to Believer: Lessons Learned
I am sympathetic to people who think AI is all nonsense hype. This is what I thought in 2015. I was very wrong, though, and I wrote about why and what I learned from that https://t.co/64ElICJ0a4 https://t.co/nJ9gQTmD0m
AI Hype Fatigue and Subscription Quality Decline
There are two things in particular that I agree with in this @edzitron piece The ongoing pressure campaign to get everyone to try using AI is nauseating. It is bad that after you pay for an AI subscription, it gets degraded https://t.co/SBOw9muSlb

Weak Default Passwords Remain Overlooked—Need Solutions
I believe we do not pay enough attention to default and weak passwords. What's your solution? https://t.co/DF0PTqoYaJ
China Acquires US Chip Tools Through Southeast Asia Amid Supply Shift
China snaps up US chip tools via Southeast Asia amid supply chain shift @pstAsiatech: No kidding, the SME industry is global, with complex supply chains, it is the market at work...... https://t.co/6KGUxLwD5g
AI Restores Lost Files, Organizes Your Digital Chaos
🗂️ You saved that resource somewhere. You know you did. 😅 But now it's buried in a folder from two years ago with no helpful file name. 💡 New blog post: how AI can fix your digital organization for good. https://t.co/s9XnH6TRBN
Pagaya's AI Lending Grows; Bull Case Still Viable
Pagaya stock has been crushed, but the bull case isn't dead. Their AI lending network is still scaling with big partners. The goal? Reach profitability as macro headwinds ease. High-risk, high-reward bet. Fintech
WSJ Defends Replimune Drug Amid Mounting Criticism
@WSJ is not giving up the fight for Replimune's cancer drug. Second CRL draws another rebuke and a direct attack on @MartyMakary (Prasad gets another swipe as well, but he's about out the door now.) I often disagree with the...
Production-Ready Lakehouses Needed From Day One
Mid-market companies in regulated industries are moving PHI/PII into analytics lakehouses right now. The ones doing it right build for production from day one. The ones doing it wrong build notebooks they'll have to rebuild. "We'll add governance later" is already behind.
US and China Achieve Near-Equal AI Model Performance
U.S. and China Reach Near-Parity in AI Model Performance, Report Finds @pstAsiatech: This before DeepSeek V4...how meaningful a supposesd 3-6 month lead here is up for debate. Also, compute gap likely to close not increased over next year... https://t.co/pRwoePwvO8

AI Tackles Tough Challenges, Shaping Science, Health, Humanity
Solving a hard problem with AI… and next steps A high quality discussion with @demishassabis Thoughtful approaches to harnessing AI for better science, health, and personal welfare across humanity. https://t.co/Uyz6BpuWCi https://t.co/Uv2DyyPXES

Alibaba's ABot Suite Sets Multiple SOTA Benchmarks, Open‑Source
Alibaba Amap, the mapping arm of Alibaba Group just made a serious move in embodied AI. ABot-World topped AGIbot World Challenge and World Arena simultaneously beating Google and NVIDIA on both. ABot-M0 leads on manipulation benchmarks. ABot-N0 is SOTA on seven navigation...
Driverless Cars Will Redefine Transportation and Urban Life
What will the world look like when driverless cars start to hit the road? My latest for @IMechE https://t.co/aNC74D2qG4

AI-Driven Global Collaboration Needed for Longevity Research
Great speaking with @SpeakerPelosi at @semafor . In my opinion, drug discovery for cancer and age-related diseases should be a global effort. Nations need to strive to collaborate to extend healthy productive life. Please through longevity. It is the best...
Electromagnetic Gene Switch Extends Lifespan in Progeroid Mice
Wow, a technique that allows electromagnetic control of gene expression in vivo 🤯 And they tested their system with OSK partial reprogramming, showing it extends lifespan in progeroid mice. In normal mice, they report health improvements and a small reduction in mortality...

Liquid AI Launches Foundation Model for Drug Discovery
@semafor World Economy brought together most of the global CEOs to Washington, DC. And it is a pleasure and honor to meet our amazing partner @ramin_m_h of Liquid AI . We just published the Liquid Foundation Model capable...

Live Shopping Boosts Snack Sales 30% Monthly, 2.5× Transactions
On @Whatnot, the live shopping platform, snacks and candy sales have grown ~30% m/m since last July, while transactions grew 2.5x. @garyvee sold out 1,055 units of “Heat Wave” gummies in minutes. More in the Live Shopping Update, presented by Whatnot: https://t.co/0lxFmMttn9...
AI Powers Over One‑Third of All Websites
We have lots of anecdotal evidence about what AI does to the internet. Now we're seeing a new wave of research, including a new paper that puts the number of AI websites at around 35%—and draws some surprising conclusions: https://t.co/8YyuqDubpx

AI Creators Often Don’t Grasp Their Own Technology
This #AI Researcher Says the People Building AI Don’t Understand How It Works. Here’s What Every Founder Needs to Know by Daniel Robbins @Inc Learn more: https://t.co/dD0s2X0KKc #MachineLearning #ArtificialIntelligence #ML #MI https://t.co/bZNgxN7ho0