RAG Acts as Truth‑Enforcing Control Layer for LLMs
RAG isn’t “search + GPT”. It’s a control layer: • limits hallucinations • enforces evidence • defines what the model is allowed to know LLMs generate text. RAG defines truth. https://t.co/8qOd6YHSJA
Outsourcing Code: Does It Diminish Your Thinking?
Question for my technical friends: I'm a big believer that writing is thinking. It's why I'm hesitant to outsource any writing that matters (like an investment memo) to LLMs, slop factor aside. Is coding thinking? And by that I mean, if...
AI Chatbots Turn Into Digital Real Estate for Ads
AI chatbots are becoming the next digital real estate, and ads are moving in. As usage scales and infrastructure costs rise, monetisation models are shifting from subscriptions alone to advertising layers embedded in conversation. The real question is not whether ads will...
Revamp Agile Now to Harness AI’s 2026 Edge
Agile was built for a different era. Here are 7 urgent reasons leaders must revisit agile practices if they want real advantages from AI in 2026. #Agile #AI #DigitalTrailblazers https://t.co/RZY9U0X8ws
Taxi Driver Screenwriter Embraces AI in Filmmaking
Screenwriter of Martin Scorsese's Taxi Driver (1976) isn't fighting (like most of Hollywood) But is embracing how AI will change film production
AI Forecasts Can Fabricate Data—Always Verify Insights
Noticed this a few months back. Certain AI tools that we were using for projections/forecasting/data it was completely making up and generating false data. It was essentially creating scenarios that it thought we wanted to see. And not what was accurate. Always double-check...
AI‑Powered Token Hustle Amplifies Productivity, Fuels New Anxiety
The new hustle culture is undoubtedly making tokens work for you while you sleep, eat, shower, and scroll. I've got 6 ai agents working for me now. Some days it feels like an iron man suit for the mind, body, and...
SAC Simplifies Quadruped Gait Tuning over PPO
In a world of PPO everything for reinforcement learning, I've been tinkering with SAC for training a quadruped gait. This gait is trained purely on CPU (training on one of the Dell GB10s) on a single environment. Training any particular run...
CFOs Embrace Agentic AI for Strategy, Shy From Treasury Risks
How Agentic AI Went From Zero to CFO Test Runs in 90 Days survey by @pymnts https://t.co/6MXgAdb3Fx Enterprise CFOs in the US are interested in using agentic AI for strategic planning, but cautious about using it for treasury, risk and compliance. https://t.co/2NioUOuMrE
AI-Powered Accounting Firm Launches Real-Time, Audit-Ready Service
.@Balance1189951 is an AI accounting firm for SMBs delivering real-time, audit-ready bookkeeping and accounting - run by AI, signed off by real accountants. Their agents pull in your financial context and automate your entire back-office finance. Congrats on the launch @mathiaslovring, @EmilMunkD,...
Squidiff Predicts Cell Development and Perturbation Responses
Nature Methods: Squidiff: predicting cellular development and responses to perturbations using a diffusion model from single cell data https://t.co/MqJxhiRJDD https://t.co/cV0IwwFABZ
AI Analyzes My Behavior, Turns Results Into Minimalist Infographic
i tried the chatgpt interview question on myself and turned it into an infographic ask chatgpt, "based on my past conversations, can you analyze my behavioral tendencies" take it to gemini, "create a minimalistic infographic about > that summarizes the information below....
Consolidate AI Projects for High‑Value, Measurable Impact
If you're serious about AI in 2026, start killing or consolidating scattered experiments and back a smaller set of high-value use cases with clear ownership, metrics, and governance. Less chaos, more compounding value. #CIO #AI https://t.co/VtuS5rQ0ZG
Ed Lee Forecasted AI Class-Action Lawsuits in 2023
shout-out to @edleeprof for totally calling the class-action angle for AI lawsuits ahead of the curve in 2023! https://t.co/MwA9eSRAua
AI Overload Overwhelms Marketers: Find Calm Amid Chaos
We've never been given more tools than ever before to do our jobs in marketing. With the proliferation of AI everything should become easier, faster. And yet, I feel more overwhelmed than ever before in my entire adult working life which...
Shift AI Focus From Pilots to Measurable ROI
RT Boards are asking, Where is the ROI? not How many pilots do you have? This session is about moving from experimentation theater to outcome‑driven AI portfolios. #CIO #AI @Star_CIO https://t.co/xfrVmpSIJN
Visibility Alone Won’t Drive Sales Without Brand Trust
Showing up in an AI overview is a form of distribution and not necessarily consideration. It’s highly potentially valuable, in the same way that getting on the shelf at Walmart creates big opportunity potential, but for many product that alone...
AI Boosts Efficiency While Keeping People Central
Artificial intelligence is increasingly used to improve operational efficiency, helping organizations refine processes, reduce friction, and take informed decisions while keeping systems coherent and people central. Microblog @antgrasso #AI #OperationalEfficiency https://t.co/oIHE3UloUH
AI Must Pass “Galileo Test” To Discern Truth
AI must pass, in general, the “Galileo” test: even if almost all the training data repeats falsehoods, it must nonetheless see the truth
Fluency, Not AI Smarts, Undermines Human Judgment
Human judgment is under threat not because AI is smart, but because we confuse fluency with understanding https://t.co/sLuxpkk0uz
Synthetic Data Ceiling Threatens Future AI Progress
Stack Overflow raised this generation of AI. ChatGPT, Claude, Gemini… they all grew up on human-written code, answers, debates, and mistakes. That human data was the fuel. Now the weird part: More and more content online is generated by models. Future models will increasingly train...
AI Readiness Demands Systems Thinking, Not Just Tools
AI-ready ≠ tool-ready. This cheatsheet shows the real shift: Models → Systems Prompts → Planning Outputs → Outcomes Agentic AI rewards systems thinkers — not tool collectors. https://t.co/znKBGW7izi
Companies Shift From AI Experiments to Delegating Tasks
A growing share of organizations are no longer just experimenting with artificial intelligence, they’re beginning to delegate work to it. “How to navigate the age of agentic AI” 👉 https://t.co/Eh8T7HY4Ps via @MITSloan #AI #DigitalTransformation #GenAI #IoT #5G #MWC26 #FutureOfWork #GLMC
AI Native Leverages Agents to Fill Data Gaps
AI Naive: use agents to try to solve the problem. AI Native: use agents to fix the missing data and scattered context that make the problem hard.
US Controls Slow China, Ignite Homegrown Chip Drive
NYT: "While Washington’s export controls have slowed China’s chip development, they have added fuel to Beijing’s decade-long push to make strategic technologies like semiconductors and A.I. entirely at home." https://t.co/OcHRXob06N
From Quick Bug Fixes to Massive Merge Conflicts
Codex web is really like: I found these 3 bugs, do you want me to start 3 tasks? *3 hours later* Here are 3 PR's with 100 merge conflicts. 👍
Goldman Sachs Makes AI Core of Finance Operations
Goldman Sachs is embedding Anthropic’s Claude into accounting and compliance to automate high volume, rules based back office work. After six months of co building, executives were surprised that AI handled complex financial processes, not just coding tasks. The ambition is clear,...
AI‑Driven Reskilling Needed to Meet Energy Workforce Gap
The global energy transition won’t scale without people. Newly qualified energy workers aren’t keeping pace with demand, and without a ~40% increase in trained entrants by 2030, the skills gap will widen fast. This is where #AI, digital skills, and reskilling become...
Paramount Issues Cease‑and‑Desist to ByteDance Over AI Video Infringement
Paramount Sends ByteDance Cease-and-Desist Letter Over Seedance AI Videos, Alleging Intellectual Property Infringement https://t.co/GkVqyddoc8 via @variety
AI Scans Entire X, Uncovers 50 Hidden Use Cases
OpenClaw report. 50 real-world use cases. Generated by @blevlabs' cognitive AI architecture by looking at my AI lists here on X. All via the @xAI API. In other words, it read all of X today and wrote this report. I bet the...
Automation Shifts Jobs to Higher‑Level Human Oversight
The future of work will look something like what Boris is describing. Anthropic is hiring engineers because people who know what they’re doing still have to tell the agents what to do, review their work, and integrate that work into...
Redefining CIO: Embrace AI Leadership Structures
Thinking about a CAIO? Or evolving the CIO role instead? I explore what uplifting AI leadership should look like - and what structures actually work. #CIO #CEO #AI https://t.co/3nnLLxqhZt
Anthropic Pledges $20M to US AI‑regulation Advocates
Yes.
LPs Vet Stanford SPV Leader on Massive Anthropic Deal
OH in Palo Alto: LPs are REFCHECKING a Stanford SPV leader who is MOGGING Tier 1’s and FEEMAXXING at 3/30 on 9-figure DIRECT Anthropic allocations
True Agentic AI Needs Orchestration, Memory, Planning, and Tools
Chatbot ≠ Agentic. RPA ≠ Agentic. RAG ≠ Agentic. Agentic AI = orchestrator + memory + planning + tools + feedback, plus multi-agent specialists (retrieval/coding/citations). The board question: where do we allow autonomy—and with what guardrails? https://t.co/AEnajJZeEP
Anthropic’s Super Bowl Ad Drives 11% User Growth
In other news, Anthropic got an 11% user boost from its OpenAI-bashing Super Bowl ad, data shows Dario wins. Again. https://t.co/rqAlCrxbRO
Frontier Models Overfit ARC Format, Limiting Generalization
Interesting finding on frontier model performance on ARC -- due to extensive direct targeting of the benchmark, models are overfitting to the original ARC encoding format. Frontier model performance remains largely tied to a familiar input distribution.
AI Wins by Experience, Not Just Vertical Integration
The vertical integration of intelligence is non-negotiable. Control your platforms, models, chips, and data centers or watch providers do to you what you're trying to do to them. Microsoft AI is all-in on this. But they're caught in a bind: vertical...
Claude Code Isn’t a Threat to Clay—Just Personal Preference
Is Claude Code a threat to Clay? Here’s why I think, for now, that answer is no. And most (almost all) of my business is now Claude Code. And I designed it that way because it’s what I enjoy, not...
Language Feedback Can Substitute Rewards in Reinforcement Learning
Can natural language replace scalar rewards in reinforcement learning? A new paper from researchers at Stanford, UMD, Netflix, and Microsoft Research presents a formal structure for utilizing natural language as feedback in a reinforcement learning setting they call Learning from Language...
Chinese AI Lab Unveils Model 3× Faster, 20× Cheaper
This little-known Chinese AI lab just dropped an AI model 3x faster and 20x cheaper than Claude. Here’s what the headlines won’t tell you:
AI Success Requires Data, Change Management, Not Just Magic
Executives expecting magic wand AI outcomes without funding data quality, change management, and integration work are setting teams up to fail. You can't skip the plumbing and still expect water. #CIO #AI https://t.co/VtuS5rQ0ZG
AI Agents Unite Disconnected Marketing Tools in Live Demo
Hot take: The marketing tool stack is broken. Not because the tools are bad. Because having 12 of them that don't talk to each other is insane. I'm doing a free webinar on Feb 24 with someone who's built a platform where...
Switching LLMs Wastes Time; Stick to One
I don't really understand devs who jump back and forth between LLM providers. Claude, Codex, Claude, Gemini, back to Codex, then Claude. What marginal improvement can be worth the massive context shift every single time? Pick one and build. You won't have...
High ARC Scores May Not Indicate Human-Like Fluid Intelligence
I appreciate this reflection on why ARC matters, but in the replies I expressed some reservations about what high accuracy on ARC benchmarks actually reflects for assessing "human-like fluid intelligence" (Chollet's stated goal for ARC).
Agentic AI: Master Four Loops, Not Ten Steps
Agentic AI isn’t about learning 10 steps. It’s about mastering 4 loops: Perception → Memory → Planning → Action. Frameworks change. Autonomy principles don’t. Build agents that think in systems, not prompts. https://t.co/yINTc7aLJZ
AI Leaps From Grade-School to Research Math Fast
We went from AI systems that struggled to do grade school math to AI systems that can solve research-level math problems in just a few years. I agree with Jakub this is perhaps the most important eval now. I am also pretty...
Decision Provenance and Observability Essential Before Production
If you can't trace what data, tools, and rules led to an agent's decision, you're not ready for production. Decision provenance and observability are critical release criteria. #Observability #AI #DevOps https://t.co/1tg10UmJNv
AI‑Driven Spin Qubit PhD in Barcelona – Apply by Feb 28
PhD grant (4 years) in Barcelona (ICN2/TCN) — AI-Driven Multiscale Modelling of Spin Qubits for Scalable Quantum Devices ~€2,575/month gross | International environment | Apply by 28 Feb 2026 (24:00 CEST) Apply: https://t.co/7CSc9tlGbO Project: https://t.co/CCEbaZFYMG https://t.co/vLapeXaeAe
AI Adoption Will Drive Multi‑Billion Dollar Subscription and Corporate Spend
AI market/TAM in midterm 1. Most employees will have a free LLM on their desktop; we are moving top team memebrs to two daisy chained Mac studios ($25k total) — easy investment 2. All major models will free for...
