Agentic AI Ethics: Dealing With The Autonomy Problem 🤖 As AI systems become more autonomous, a new ethical challenge is emerging. How do we ensure agentic AI systems act in ways that remain aligned with human values? In this video, I explain what agentic AI really is and why it represents a fundamental shift from traditional AI systems. Unlike tools that simply respond to commands, agentic AI can set goals, make decisions, and act independently. This raises urgent questions for businesses, governments, and society. In this video, you’ll learn: ✅ What makes agentic AI different from traditional AI ✅ Why autonomy creates new ethical risks ✅ The three core challenges of agentic AI ethics: transparency, bias, and alignment ✅ Why explainable AI is essential for trust and accountability ✅ How inherited bias can shape AI decisions ✅ What alignment with human values really means in practice ✅ The guardrails needed to deploy agentic AI responsibly I also share practical guidance for business leaders, including how to start with low-risk use cases, define ethical guidelines, and ensure meaningful human oversight. Agentic AI offers extraordinary potential, but with that power comes responsibility. Addressing ethics early is the key to unlocking its benefits while protecting people, trust, and society. 🎯 Ideal for executives, AI leaders, policymakers, technologists, and anyone interested in AI ethics, governance, and the future of autonomous systems. #AgenticAI #AIEthics #ArtificialIntelligence #AIAlignment #ExplainableAI #AIGovernance #FutureOfWork #TechnologyLeadership
One cool thing about following 35,000 people in the AI world, particularly academics, is that you see how AI is being used to change and improve literally everything. Like in biology.
This has dramatically sped me up. I am using it to speak to my phone right now, and that means I don't have to tap on my keyboard. It also converts everything to perfect English and doesn't make mistakes like...
This is magic. You click on a button, you talk, and it writes a post for you. I've been using it for a couple of weeks, and it's very well integrated into everything on the iPhone.
Grok Imagine lets me imagine the @1x_tech Neo with different clothing. I haven’t played with it for a while. Damn it is good. https://t.co/SvVseT52oX
Thank you for reading my latest article The Next Giant Leap For AI Is Called World Models. Here at LinkedIn and at Forbes I regularly write about management and technology trends. To read my future articles simply join my network...
Stop Wasting Money On AI Agents: 5 Rules For Choosing The Right Use Cases #AI #agents promise to transform business operations, but success depends entirely on choosing the right tasks to #automate . This guide reveals five essential criteria for...

AI Bubble Warning A new MIT study reveals 95% of generative AI pilot projects fail to deliver real business impact, pointing to integration gaps and inflated expectations. #AI #IoT https://t.co/pTmnSzfQMH The Times of India https://t.co/3QV8XF1fkp
The loudest person in the room about "integrity?" Usually, the one you need to watch. I learned this the hard way in corporate. The executives who talked constantly about values? They'd cut corners the second it got hard. The ones...

When the AI haters get laws written to regulate AI it probably will be an AI that writes them. Irony of all ironies. At @hf0 in San Francisco I saw a company that does exactly that, and already has been...
Email lists die when they don’t get what they need in right now. Your current buyers want to: • Understand what else you offer • Get recognized for buying early • Feel like they’re part of what’s next So here’s...

From -19% to +47% growth over the course of 2025. Here's how we turned SaaStr's traffic (and SaaStr itself) around in 12 months: 📉Through April 2025, we were down 19% in active users, 22% in views. The slow bleed every B2B...
Most marketers think the Gemini vs ChatGPT debate is about which AI writes better copy. It’s not. This is a platform war, not a chatbot comparison—and the decision you make now affects cost, speed, leverage, and long-term growth. In...
Would papers get rejected if they used legal code with variable names instead of Greek laden pseudo code?

What exactly AI is doing for people, function by function Results from a large-scale AI productivity survey of my 1m+ newsletter subscribers (with @noamseg) 1. PMs are seeing the most value from AI tools to (1) write PRDs, (2) create mockups/prototypes, and...
We’re going to fix homeownership and that includes mortgage. To that end, I’m happy to announce our acquisition of https://t.co/9haOZ3n5dZ. Dan Green is joining Opendoor as Director of Mortgage Growth. Dan founded https://t.co/RaKWs0xGGf, and now he’s bringing that expertise in-house to...
I'm really really excited about Agentic Commerce. There is so much amazing stuff being built. Everything I test just feels delightful and right. Shopify is building all the layers of infrastructure to power a new cambrian explosion of creativity in...

“Alignment” usually means everyone saw the same slide. It almost never means everyone understands the same thing. https://t.co/YICBdph7Fb
I'm taking this to my marketing grave... Creativity won’t die in 2026 because of AI. It will die because we love talking about ROI a little tooooo much. When the first question asked of an idea is how it will...
Attended another fantastic MSP Social Media Breakfast last Friday. Mykl Roventine and Jen Roventine always draw a great crowd to these events, especially for case studies. If you're in the Twin Cities and you marketing or PR, I'd highly recommend...
Is AI constrained by software TAMs? When people think about the TAM for AI B2B software, a common refrain is "it's so much bigger because AI will automate services and labor." I think this will happen long-term, but it requires a...
Should NVIDIA sell chips to CHINA?

Peeling back the layers of AI! This infographic unravels the complex world from Neural Networks to Deep Learning. Dive deeper into AI with the insights from @ingliguori's 'The Digital Edge' 👉 https://t.co/Nrh6BBTRcF #ArtificialIntelligence #MachineLearning #DeepLearning https://t.co/8mNht9QunA
This post by Kushal Chakrabarti opened my eyes to why AI adoption has been so slow, and why I've often sided with the naysayers: "Accuracy is hitting the bullseye on average but reliability is hitting the same spot repeatably. You...
The Transformer architecture is fundamentally a parallel processor of context, but reasoning is a sequential, iterative process. To solve complex problems, a model needs a "scratchpad" not just in its output CoT, but in its internal state. A differentiable way to...
As founders enter the scale stage, there is a lot of talk about on-boarding talent, but very little talk about off-boarding talent. When scaling a sales team, if you get the new hires right 90% of the time, you are...
Is AI delivering real productivity gains? What's the ROI so far? Hot takes abound, but data have been scarce. Noam Segal and I took it upon ourselves to find out what’s actually happening on the ground by running one of...
Most marketers think the Gemini vs ChatGPT debate is about which AI writes better copy. It’s not. This is a platform war, not a chatbot comparison—and the decision you make now affects cost, speed, leverage, and long-term growth. In this...
Friendly reminder that if you have just a few paying customers, you’re doing better than 99% of startups.
Every year I make a list of predictions & score the previous year’s. You can find my 10 Predictions for 2026 here. 2025 was a good year : I scored 7.85 out of 10. 1. The IPO market rips. Score...
The @xAI team is making progress

I sat down with @zapier ($400M ARR) CEO @wadefoster yesterday and put him on the spot: how would you drive AI fluency in 90 days if you were dropped into a $50M ARR org? His answer? Hackathons. At Zapier, they stopped...
I've listened to 100+ AI podcasts this year. Maybe 3 were worth finishing. More podcasts, more newsletters, more hot takes - and somehow we're all getting dumber about what actually matters. Here's the pattern: AI moves fast, so content tries...
AI will scale whatever you already believe about customers. Including the limits you’ve been mistaking for reality. Same technology. Two questions. Completely different outcomes. Question #1: What’s the most we can do for our customers? That question breaks constraints. It...
After funding 200+ SaaS startups, a clear trend has emerged at TinySeed . Vertical + Orthogonal SaaS is outperforming Horizontal SaaS. Lower churn. Better retention. Stronger exits. In episode 812, I share the 2025 State of TinySeed, including TinySeed’s growth,...
further reward crafting for hand-centric (tm) PPO model. Closing in on what I want. need to slow down max velocities and I want more stepping/stride + less tip toe on left foot ideally. almost cant believe this is actually just RL! https://t.co/ro56yI8yaV
Convince me this will work.” That’s the moment on a sales call when I know a founder isn’t ready. Not because they don’t believe in growth — but because they’re treating growth like a role they hire, instead of a...
China unveils six-armed humanoid robot for complex industrial tasks https://t.co/Mom3j4DI8a #humanoid #Robotics #Robot #Tech #AI
What extraordinary times in which we live my friends. In the world of marketing and technology, we’ve never seen change like this and 2026 will likely be a rude awakening for many businesses who have been asleep at the wheel...
15 Amazing Generative AI Tools for Lawyers and Legal Tasks From contract review to legal research, these 15 generative AI tools can help legal professionals save time and focus on high value tasks. Read more 👉 https://lnkd.in/eWsEBRsc #LegalTech #AI #Productivity...
👀📽️🤷🏽♀️ If AI let you take ONE selfie from history… who are you choosing? MLK? Malcolm X? Maya Angelou? Harriet Tubman? Lincoln? John Lennon? Someone just did it, and it actually looks real. A creator dropped a video that feels like a casual photo walk with historic icons. Plot...
Here are 5 end-of-year prompts to give ChatGPT ✋ (No. 5 is brutal) If your memory is turned on, then your AI has receipts. Might as well get something useful out of them. ↓ ↓ ↓ 🎁 I just dropped...

With all the changes to platforms and algorithms, one of the best things you can do is build your own community. So much so, the majority of companies we surveyed plan to spend more on community building in 2026. https://t.co/hI4uKNUKsk
I spent 16 years building someone else's dream. Amazing salary. Very impressive title. Unfortunately, Sunday nights were filled with dread. One day, I did the math: Work until 65. Average lifespan around 78. That's 40 years of waiting for 12...
Your current month can't work if the previous month doesn't tee it up. Stop thinking in quarters, instead think in handoffs. What matters now: • Which customers converted fastest? • Which creatives scaled most efficiently? • Which SKUs drove the highest repeat behavior in last...
Common deal killer I see at @acquiredotcom? Stalled growth during due diligence. When you decide to sell your startup, it’s tempting to shift 100% of your focus to the deal. You stop shipping features. You pause marketing. You start mentally checking out. But buyers...

🎙️ New SaaS CFO Podcast w/ Aviv Frenkel, CEO of Moonshot AI 🚀 🤖 AI-powered CRO for e-commerce 🌍 Global GTM from day one 💸 $10M raised & scaling fast Episode 224 👇 ▶️ https://t.co/4EAZEOUVMC #SaaS #AI https://t.co/MYaKCp7TD6
AI is moving beyond experimentation and becoming a core enterprise capability that must be governed, secured, and measured. What also stands out is Microsoft aligning AI strategy with real business roles, giving CISOs more control and CFOs clearer visibility on...
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AGI might be closer than we think. Google just dropped Titans + MIRAS, a long-term memory system for AI that updates itself in real time. It's a new architecture that combines the speed of RNNs with the performance of Transformers. ... and It’s...