The best dashboard isn't the one with the most charts. It's the one where the user finds their answer in under 5 seconds. Design for the question, not the data. 📊
@HarvardBiz@alisonwbeard The real bottleneck is always organizational readiness, not tech capability. Culture of innovation can't be mandated from a strategy deck. It has to be built into how decisions actually get made. 💡 #Leadership#AI
@McKinsey The shift from sprint cycles to daily AI-human loops is real. But the bottleneck is never the tooling — it's whether leadership has rebuilt decision rights to match that speed. 🎯 #DigitalTransformation
Much of frontier AI governance is model-level: as you scale the compute and data used to train a model, its capabilities scale too, so you evaluate the model before release. In a new paper (from my time at DeepMind), we explore how that logic strains when capability comes from outside the base model.
For example, inference gain (more compute at test time), systems gain (scaffolds, tools, agents), and asset gain (pairing a model with restricted data or hardware) all make it harder to elicit a model's real capabilities before release. Further out, continual learning and gains from robotics may do the same.
In this case, model-level governance may need complementary layers: governing the systems built on top of models, the organizations that ship them, how agents interact, and the cloud deployments where it all runs. All of these are imperfect, however, and we explore the limitations of each.
Great working with @arthur_goemans_ (lead author) and many others (@NoemiDreksler@jonasfreund_ Milan Gandhi @zhengdongwang Sarah Cogan @sebkrier Demetra Brady Lewis Ho, @AllanDafoe) on this paper, now accepted at ICML.
@sebkrier The real bottleneck is always org readiness, not tech capability. Governance built around model evals alone misses systemic risks from scaffolding & inference-time compute.
8 types of LLMs used in AI agents 🤖
GPT • MoE • LRM • VLM • SLM • LAM • HRM • LCM
Different models for reasoning, perception, planning, and action — not just chat.
Agentic AI = model orchestration.
#AI#LLMs#AgenticAI#GenAI#MachineLearning
@ingliguori Most execs still think 'AI' = one model. The real shift: AI as an orchestration layer, matching the right model to the right task. This is the architecture mindset Decisively Digital is built around. 🎯 #AgenticAI#DigitalStrategy
Pushed a bunch of updates to Trackless Links yesterday. Safari extensions aren't glamorous, but stripping tracking parameters before they hit the server feels like the right kind of privacy work. 🔗 https://t.co/MV6WUeYc9b
The 2026 AI Index is out and the takeaway is clear: we're solving harder problems than ever, but the energy bill is getting uncomfortable. Training costs dropped 10x in 2 years while compute demand grew 4x. That gap won't stay open forever. 🤖📈
72% of enterprises now run AI in production. But here's what the stats don't tell you: most still lack the strategy to scale beyond pilots. The real bottleneck isn't technology, it's decision-making culture. 🎯 #DecisivelyDigital#AI#DigitalStrategy
I love Overleaf for LaTeX collaboration.
But I also love Vim, VS Code, and my terminal.
So I built olcli - edit locally, sync to Overleaf with one command.
Free & open source. Here's how it works 🧵
404 Page Not Found? Not anymore.
With Trackless Links, you have a one-click "Wayback Machine" button in your Share Sheet. Instantly find deleted tweets or edited articles.
Grab the ultimate research tool for 75% off.
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#Journalism#Research#CyberSale
Theory provides the foundation for practice. It's an honor to use "Decisively Digital" by @xlth as the core text for my executive course. We build our strategic base with Chapters 1, 2, 6, and 17 before diving into hands-on AI projects. #Leadership#AI
➡️ https://t.co/y6iyOEuaGf
Bridging the gap between knowing and doing is the goal of modern executive education. Our course structure:
📖 Theory: "Decisively Digital"
🛠️ Practice: The open-source Strategic Toolkit
🔬 Application: #JudgeGPT & #RogueGPT#ExecEd#DigitalStrategy
➡️ https://t.co/PHXcG6zsRf
Trackless Links is still heavily discounted (up to 80% off) through Sunday!
Grab the power-user tool for Safari.
https://t.co/sX6AoxAOMO
#SmallBusinessSaturday#IndieDev#AppStore
My favorite feature in Trackless Links? The one-click Wayback Machine lookup. Instantly find deleted pages or hidden content.
Grab it for up to 80% off!
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#CyberWeek#Journalism#OSINT#Privacy#AppStore
Why wait for Black Friday? Get Trackless Links early for up to 80% OFF starting today!
Clean URLs, create redirects & fix the web.
https://t.co/sX6AoxAOMO
#BlackFriday#EarlyAccess#iOSdev#Privacy#Deals
So excited to finally share the full story behind @MindfulCofApp! This project was born from my own struggles with balancing coffee and sleep. Hope it can help you too. Check out the thread and the blog post! #BuildInPublic#iOSDev
Indie dev friends, need your advice! My freemium caffeine tracker @MindfulCofApp has low Pro conversion - the free tier might be too good.
What's the best way forward to support development? #indiedev#iOSdev#buildinpublic#iOS