Prompting Is Structured Thinking: Five Grok Frameworks
🧠 Grok Prompt Frameworks — prompting as a system, not a sentence This visual nails an important truth: Good prompting is structured thinking. Here’s how I’d frame these five Grok prompt frameworks in practice: 🔹 R-T-F (Role – Task – Format) Best when you want precision and predictability. You define who the AI is, what it must do, and how the output should look. → Ideal for marketing assets, reports, playbooks. 🔹 T-A-G (Task – Action – Goal) Outcome-driven prompting. You’re aligning effort to impact, not verbosity. → Strong for management, performance reviews, strategy execution. 🔹 B-A-B (Before – After – Bridge) Classic transformation logic. You describe the current state, the desired future, and ask the AI to design the path. → Perfect for SEO, growth, turnaround plans. 🔹 C-A-R-E (Context – Action – Result – Example) This is how you reduce hallucinations. Context anchors the model; examples calibrate expectations. → Excellent for campaigns, product messaging, positioning. 🔹 R-I-S-E (Role – Input – Steps – Expectation) This is agent-grade prompting. You’re essentially defining a workflow with success criteria. → Ideal for content engines, research agents, autonomous systems. 💡 Key takeaway: Prompting isn’t about clever phrasing. It’s about explicit structure. If you don’t define the thinking frame, the model will guess one for you. #PromptEngineering #Grok #AIFrameworks #AIProductivity #AgenticAI
Robots Must Solve New Physical Problems to Be Useful
Yes, precisely. Stochastic puppets can puppet very sophisticated things. But robots need to be able solve novel physical problems de novo in order to be generally useful in production.
One Button, Hours Saved: Automate Repetitive Writing Tasks
I just saved hours per week with ONE hour and ONE button press inside Claude. Follow this: 1) I went to a recent thread where I completed a task that I have to do often (ex: write newsletter headlines, edit...
Bot Detects HomePods, Creates Custom Control Skill
Clawdbot found my HomePods on the network and built a skill to control them. https://t.co/cKJ1XoWjci
Cute Videos with Affiliate Links Are Likely AI-Generated
If you see a really cute (like too cute to be true) video on here, followed by the top comment being an affiliate link to buy some product… it’s probably AI.
Fundamental Flaw Identified in Cloud Lab Business Model
My take on issue w cloud lab biz model so far — I have some ideas to improve this coming up, but this is fundamental issue from my standpoint.
Chain‑of‑Thought Reasoning Reduces AI Mist
Some questions are easy. Others need real reasoning. If a model jumps straight to the final answer, it can easily make mistakes. That’s where reasoning and chain-of-thought matter. Instead of guessing, the model breaks a problem into steps before reaching a conclusion. Once the prompt is set,...
AI Drives Ethical, Actionable Marketing Strategies in 2026
AI is shaking up the marketing world by changing how we think, plan, and get things done. In 2025, I incorporated AI into all my keynotes and workshops, emphasizing its critical role in crafting actionable marketing strategies and boosting sales....
Language-Driven 3D Modeling: Blender Now Programmable via Claude
BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP). > Enables prompt assisted 3D modeling: Blender just became programmable by language. For anyone working in robotics, simulation, digital twins, or 3D content pipelines, this points to a...
Boost AI Multiples on Exit for Tampa Operators
Are you an owner/operator looking to 𝗴𝗲𝘁 𝗔𝗜-𝗺𝘂𝗹𝘁𝗶𝗽𝗹𝗲𝘀 𝗼𝗻 𝗲𝘅𝗶𝘁? Are you in 𝗧𝗮𝗺𝗽𝗮? Are you all of the above? If so, join Thomas Cockriel from Trenam Law and me next week. We're going to be covering the top questions...
Automation Flows Boost Email Revenue 30% in 2025
Automations drove 30% of email revenue in 2025. From 2% of sends. But most of the brands we audit still treat flows like a set-it-and-forget-it checkbox. On Feb 3rd, @yojimmykim and I are walking through how we actually structure retention. 8 flows. Real segmentation. A 90-day...
Quantum Metal Offers Designs and Tutorials for Quantum Devices
Did you know that Quantum Metal includes a repository of quantum device designs, along with tutorials on how they’re built? https://t.co/NZe3PLhXhR
People, Not Knowledge: Why B2B Execs Need Real Community
I thought we were in the "knowledge" business but I'm learning we're in the "people" business. The number one value prop of joining a professional community like Exit Five is connecting with people in your industry. To have a sounding...
Talk to Your Computer: Clawdbot Realizes NLP Vision
Clawdbot is where I thought computers were headed back when I was prototyping natural language computer control with GPT-4. The models are finally good enough. You can talk to your computer.
AI Agents Erase Traditional Brand Loyalty Forever
AI Agents Are Killing Brand Loyalty — And Reshaping How We Shop AI driven personalisation and recommendations are changing consumer habits — the article argues we may be witnessing the end of traditional brand loyalty. Read more 👉 https://lnkd.in/eKJxW8du #AI...
Brex Deal Reveals Liquidation Preferences to Many Shareholders
Any VC types want to opine on how this plays out for Brex employees / common shareholders?
Spot Hidden Risks in Your SaaS P&L
Is there hidden danger lurking in your perfectly formatted Software P&L? Inspired by a comment from my previous P&L post, let's address what could still go wrong with your great-looking P&L. - What about revenue co-mingling that isn't caught by...
Use AI for Summaries, Not Autopilot Guides
🤖 Let’s talk about good AI content use cases: Although AI-generated content is used in many scenarios, in some cases it doesn’t make sense and can do more harm than good (eg. writing guides on autopilot, without real human experience...
Autonomous Labs Will Redefine Biotechnology Within Five Years
I used my talk at the JPM conference this year to deep dive on @Ginkgo's future direction - building autonomous labs that replace traditional manually-operated laboratories. Wherever you see a lab bench today you will see one of Ginkgo's autonomous labs...
CEOs Accelerate Growth Beyond Natural Business Pace
So much of your job as CEO is one way or another getting the company to grow a bit faster than it otherwise naturally would
AI Investment Now Outpaces Consumption as Growth Engine
A useful reality check on AI and the economy. In early 2025, AI capex and consumer spending added roughly the same amount to net-new GDP. That’s striking, given that consumer spending still makes up about 70% of total GDP. But for growth...
TSniffer Enables Unbiased De Novo RNA Editing Detection
TSniffer: unbiased de novo identification of RNA editing sites and quantification of editing activity in RNA-seq data https://t.co/uQRXdipF88 https://t.co/yeOxSvxrl2
KHS Enables 625‑Layer/Hr Mixed‑Format Palletizing
🌀💯Palletizing in a mixed format has always been a challenge. KHS Group with offering a combined solution of the Innopal PLR machine, equipped with a low-level feeding system and advanced robotics, has made it possible to palletize all standard molds...
Learning Skills Turns AI Advice Into Useful RNA‑seq Tools
Claude keeps suggesting outdated tools for my RNA-seq analysis. Then I learned about skills. Now it actually helps instead of creating work. https://t.co/yiFbouglo2
Spain's Top Court Stalls Pegasus Probe over Israeli Silence
A “chronic lack of cooperation from the Israeli authorities” has forced Spain’s highest criminal court to shelve its investigation into use of Pegasus against Spanish ministers, inc. the prime minister. Cases uncovered by @citizenlab go back to 2021. https://t.co/GUEJ1Mq02R
Our $6M ARR Stack: 20 Tools & Expert Consultants
Here's every tool RB2B used to get to $6M ARR: Tolt (affiliate) Salesforce (CRM) Webflow (website) GSuite (everything) Slack (daily comms) Riverside (LI videos) Zoom (weekly show) ChatGPT (biz coach) Ramp (corporate cards) Wynter (messaging help) Calendly (calendar mgmt) Notion...
Microsoft Will Surrender BitLocker Keys to Police upon Court Order
If you store your BitLocker key with Microsoft, Microsoft can and will hand the key over to law enforcement in response to valid court orders. https://t.co/FPUJZPSU3h
Sequencing Artifacts Masquerade as Rare Disease Mutations
1/ Your genome report says you have a disease-causing mutation. Reanalysis 13 months later: it was a sequencing artifact. MedSeq found 164 "rare variants" appeared in >10% of their patients. Population databases missed them all. https://t.co/S0hc1TRr18
Essential Digital Security Guide Still Relevant After FBI Seizure
I know people are looking for digital security guides and checklists in light of the FBI seizing devices of a Washington Post reporter. Here’s a guide I wrote for @gijn in 2024, which remains up to date and relevant. https://t.co/9vBMK8r1vV
Key Tech
Today's Operator Links: https://lnkd.in/gMYc6eW5 1️⃣ Why AI Systems Are Easy to Trick - Barath Raghavan & Bruce Schneier 2️⃣ Search Traffic Didn’t Fall Off a Cliff - Ethan Smith 3️⃣ AI Rewards Structure Before Talent - Gabe Mays 4️⃣ The...
Why Banking Marketing Data Fails—And How to Fix It
[New Episode] Why Marketing Data Fails in Banking and How to Fix It. With Preston Carroll and Eddie Tu of @FM_Direct. Watch the latest episode: https://t.co/ZqirpHta6S https://t.co/IusElPW1cE
Strong Offer, Cheap Acquisition: Fix Offer Before Scaling
Most "marketing problems" are offer problems in disguise. If the offer is weak: - Every channel is expensive. - Every funnel is leaky. - Every ad looks spammy. Fix the offer first. → One outcome. → One timeline. → One...
Start with One Paying Customer, Not a $100K Dream
Forget $100K. Can you get ONE person to pay you $50? That's basically the only question that matters when you're starting out. Don't worry about funnels. Or which tool to pick. Or which platform. Just go find one person who...
Secure Solutions for Journalists and At‑Risk Professionals
I started Granitt in 2022 to help journalists and other groups of at-risk people continue to do their work safely and securely. Please get in touch if you’re looking for an assessment, policy and process development, training, or presentation. https://t.co/5eyprsSuBF
AI-Designed Drugs Double Phase‑I Success Rate
Phase I AI-discovered molecules show an 80-90% success rate in Ph1-to-Ph2 transition. *vs historic benchmark ~50% https://t.co/rC03gNjOPo https://t.co/AcK2XxfrW0
AI Agents: Cost‑Effective Workers Who Never Quit
"Why did we go all-in on AI Agents?" with @kylecnorton CRO @kylecnorton "I just got tired of paying folks six-figures, letting them work from home with plenty of agency ... and still quitting. The AI Agents aren't perfect. But they...
FBI Seizes Reporter’s Devices, Including Encrypted Drive
Here are the items the FBI seized from Washington Post reporter Hannah Natanson: a recorder, two laptops, an external drive, a smart watch, an iPhone. Her December article mentioned that she stored reporting notes on an encrypted external drive, so...
AI Demands Ethical Curiosity: Not Every Question Deserves an Answer
AI challenges us to balance curiosity with conscience, because not every question worth asking deserves an answer
AI Poised to Add $4.4T, Reshape Jobs Worldwide
📊 AI is transforming business, education, healthcare, and the global economy at an unprecedented speed. But how big is the AI revolution really? In this video, I break down the most important AI facts, statistics, and trends that everyone needs...
Key Global Risks, Mobile Spend, and AI Investment Trends
I've just released my weekly wrap-up. 1️⃣ Risks to get ready to tackle, according to the WEF 2️⃣ Where did customers spend money on mobile app last year? 3️⃣ The state of AI investment worldwide 👉 https://t.co/5QeUE7tAmk — fgtrends
Marqov Testbed Launches with 10 QPUs,
Marqov TESTBED is up and running with Quantinuum. That’s now 10 QPUs, 9 simulators, and 14 foundation models available 🙌 https://t.co/tdrFC03uGJ
AI Video Segmentation Finally Realized After Early Dream
I don't think people realize how big a deal this is. @mattmiesnieks was the first to show me AI segmentation. That was long ago. It wasn't anywhere close to this. But back then we both dreamed together about what video...
Five Hidden Davos 2026 Themes Shaping Business Strategy
5 Important Davos 2026 Signals Leaders Mustn’t Ignore Discover the five under-the-radar themes from #Davos2026 that are reshaping #AI #strategy , digital sovereignty, #supplychain #resilience , #workforce #skills , and #trust in business. Learn what global leaders discussed away from...
Nanotech Fertilizers Turn Decade‑Old Idea Into Global Reality
the #WorldEconomicForum is in full swing to discuss global challenges & strategic solutions. sharing our article on “how #nanotechnology can help grow more food”, published @wef . idea we proposed here about 10 years back now being implemented across the...
Successful Firms Balance Brand and Demand Spending Equally
"Companies that were successful were spending equally amounts on brand versus demand". Omar Akhtar on The Transaction . PS get ready bc another guest who captures GTM data found roughly the same thing.
Build Business for Money, Purpose, and Joy Simultaneously
You don't have to choose. Make money OR help people. Grow the business OR enjoy your life. Build something meaningful OR have fun. That's the trade-off everyone accepts. And I think it's ridiculous I've watched people build businesses that crush...
Efficient Decoding Redefines Quantum Channel Capacities, Reveals Separation
This is a paper I very much like, for its foundational and somewhat "rebellious" character: We show that notions channel capacities are strongly altered if one simply assumes that all operations one can implement are efficient. https://t.co/WAe4Et1SDy To the point, #quantumchannelcapacities are...
Fintech Infrastructure Battle Benefits Nerds, Hurts EWS/FIS
This is the best case scenario for nerds like me who are interested in obscure fintech infrastructure and data-sharing consortiums. And it's the worst case scenario for EWS and/or FIS. Getting dragged into this fight is the last thing they want.
Cracking B2B AI Pricing: Experts Share Proven Models
How do you price AI features in B2B? Per seat? Per outcome? Usage-based? Founders are still figuring this out in real-time. At SaaStr AI 2026, we're bringing together the ones who've cracked it. May 12-14. SF Bay https://t.co/4l6Rm5He3B
GitLab Spurs 12.8% Rally, SaaS Index Up 3.
📊 https://t.co/D1x4RaX5t7 Market Pulse - Thu, Jan 22 The https://t.co/D1x4RaX5t7 Index delivered a strong performance on January 22, 2026, with an average gain of 3.47% as 23 out of 25 stocks advanced. GitLab led the rally with a remarkable 12.82% surge,...