The Datable

Why adoption is not proficiency, and why the next five years widen the gap between operators and the middle.

Why one company killing their UI and another letting anyone conjure a UI in seconds point at the same consumer reality

After eight years of trying every second brain tool, LLMs finally made knowledge graphs work. Here is what a voice-first pipeline looks like.

When AI stopped being "what dad does at work" and showed up at the kitchen table.

AI Email Slop, Goodhart's Law, and the Memory That Follows You Home

Two Things to Keep in Mind as AI Agents Take Shape

OpenClaw Went From Side Project to Control War in 90 Days. I Spent the Long Weekend Building Mine.

SaaS Reincarnated Data + AI Is the New SaaS. The Model Is Changing, Not Dying. Christian J. Ward February 11, 2026 Data + AI Is the New SaaS. The Model Is Changing, Not Dying. $285 billion wiped from...

AI will take the jobs. Your career is up to you.

Context graphs have a problem that deserves more attention. The promise of context graphs is to capture decision traces, build organizational memory, and preserve the reasoning behind every choice so...

There's a scene in The Dark Knight where the Joker walks into a room full of mobsters, breaks a pool cue in half, and drops the two pieces on the floor. "We're going to have tryouts," he says. Only...

Last week, Jaya Gupta and Ashu Garg at Foundation Capital published a piece that caught fire across the tech world. They argued that context graphs capturing decision traces represent the next...

In the 1970s, psychologist Stanley Milgram ran one of his lesser-known experiments. He placed hidden earpieces on participants and fed them words to speak in real-time during conversations with...

In last week's post, The Verification Trust Problem , I argued that trust is the currency of AI. If you cannot trust your AI, you stop using it. But as these models scale, a new problem has emerged....

Trust is the currency of AI . While this might sound like marketing copy, it actually describes the core economic reality facing every business today. The Latin roots verus (true) and facere (to...

Happy Thanksgiving to all of you Datable readers, and Happy Birthday to ChatGPT! Three years ago yesterday, ChatGPT launched (Nov 30, 2022). As Ethan Mollick pointed out this morning, we are...

When vendors demo their "AI agent," they're often showing you a workflow automation with better branding. Most of the agents I'm seeing in the market are really just automations —the repeated steps...

François Chollet, creator of Keras, put it plainly a few days ago. "To really understand a concept, you have to 'invent' it yourself in some capacity. Understanding doesn't come from passive content...

Pessimism doesn't belong in SEO. The answer is in the word itself. The word "optimization" contains an inherent bias. It comes from the Latin optimus , meaning "the best." The same root gave us...

This week has been an insane demonstration of something that Naval Ravikant figured out years ago. Outliers come from 10,000 iterations. Not 10,000 hours. I love this. Success comes from iterative...

Something incredible is happening (again) with time . I’m using “ TimeShift ” to describe the recurring pattern where breakthrough innovations restructure how humans spend their productive hours. You...

Several important things are happening simultaneously. As memory and compute combine , we're going to see a massive leap in the capabilities of what appears to be intelligence . This rapid evolution...

There are a few commercials from my youth that I will never forget. To this day, they still make me laugh when one of my siblings brings them up or quotes them (“ He likes it! Hey, Mikey?! ”). I...

AI makes it incredibly hard to spot errors, which is not a new problem so much as the acceleration of an old one. We have been conditioned for generations to accept convincing narratives, starting...

The line between the search bar and a chat window is disappearing, creating a new, continuous experience. Things are changing fast, and I've noticed a growing complacency with AI in the adoption of...

Sam Altman’s recent comment on the dead internet theory got a lot of attention (not in a good way), and it’s what prompted me to consider how this idea could be taken even further. Internet Response:...

Google's " Click to enter AI Mode " is the new QWERTY keyboard layout. Deliberately inefficient friction that slows down an interface we're not ready to handle at full speed. Christopher Sholes...

Two data points define the current AI moment. MIT found 95% of companies see zero return from their AI investments. AI search tools now capture 38% of desktop search traffic, according to new data...

My Commodore 64 had 64 kilobytes of memory. That's smaller than most email signatures today. You could fit its entire memory capacity in the thumbnail image of this article. Yet somehow that beige...

In many meetings I'm in, companies are choosing AI extremes right now: total adoption or total rejection. This polarization echoes Abraham Maslow's 1966 observation: "If the only tool you have is a...

OpenAI rolled out GPT-5 with automatic model switching last week. The backlash came immediately . OpenAI doubled GPT-5 rate limits for ChatGPT Plus users in response, partly because users complained...

Some major announcements and shifts are happening. OpenAI just launched gpt-oss , their open-source model similar to o3-mini and 4o-mini. Google launched a world engine called Genie, and we are...

Simple questions shouldn't require complex answers, yet every AI platform today burns massive compute returning multi-paragraph responses to queries that need three words. Ask Google's AI Mode what...

AI has a usability crisis. Not because the technology isn't powerful. Because users don't know when to use which model. Grok's new automatic model selection might be the solution that unlocks...

Every week, I share content from Datable on LinkedIn and Twitter. Lately, the negativity surrounding AI has turned angry. There's a pattern here, too. The criticism always spikes right before major...

The conventional wisdom about search fragmentation contains a blind spot. We’ve seen this many times before when a market undergoes a significant innovation or restructuring. Market analysts tracking...

The debate about artificial intelligence and whether it constitutes "real thinking" has reached a fever pitch. After a few days’ break from writing, this topic seemed most relevant. On one side,...

The future of AI development just got a lot more interesting. And frankly, a little surreal. I genuinely can’t keep up with the pace of change in the last few weeks, and, appropriately, it seems that...

AI is entirely too agreeable . Ask ChatGPT to disagree with you, and it will politely decline (as shown above). Request that Anthropic’s Claude challenge your assumptions, and it will offer gentle...

The last four weeks felt like watching an entire industry transform in real time. From SEO Week in New York City with Mike King and Garrett Sussman 's team at iPullRank, to #SXSW panels in London...

The internet exploded this week over new research questioning whether AI models actually "think" or merely simulate reasoning. The paper reveals that our desperate need to anthropomorphize technology...

AI adoption moves fast. Faster than companies realize. While executives debate whether AI resembles "that internet thing," the technology already changes how consumers find information. This isn't...

We're witnessing the death of search as we know it. Not because search is broken. Because something better is emerging. Search today is chess. AI tomorrow is jazz. The shift from discrete to...

The most dangerous thing in business isn't competition. It's complacency. It's also not understanding what's already possible. Right now, there is a significant gap between what AI can do and what...

We're experiencing something unprecedented. Claude Sonnet 4 dropped (Anthropic, 2025). Google I/O happened (Google, 2025). Jony Ive and Sam Altman announced their new venture (TechCrunch, 2025). The...

Most people ask the wrong question when starting with AI. They fixate on model selection: Should I use ChatGPT, Claude, Gemini, DeepSeek, or Grok? This misses the point entirely. Models share similar...

Think of every website’s three-line hamburger menu. It wasn't always intuitive. You learned it. We all did . But what if the most natural interface was the one humans mastered thousands of years...

AI isn't "taking over" search, it's enhancing it in ways most users don't even consciously register. Like the famous invisible gorilla experiment , where people miss a person in a gorilla suit...

People talk to AI differently than they search on Google. The shift is happening fast. Complex questions about our health and finances are moving to AI conversations. This shift represents both risk...

AI-generated content is creating a major trust crisis in marketing. Recent research shows that content believed to be AI-generated is perceived as less authentic than human-created content. This...