Recent Posts
Social•Dec 3, 2025
Annual 2026 AI Forecast: Eight Years, New Hot Takes
I'm putting together my 2026 AI predictions, as I have done for the last 8 years. And lemme just say: lots of hot takes coming.
By Allie Miller
Social•Dec 3, 2025
Define an Agent Protocol Before Deploying AI
Most people jump straight into AI agents without documenting what they actually want them to do. Then they wonder why the outputs are inconsistent. The missing piece: a protocol. A clear document that captures how the work gets done today,...
By Allie Miller
Social•Dec 2, 2025
Reward‑Dispensing Habit Robot Could Actually Sell
I'm less hopeful for home robots than most people in AI. BUT - I'm pretty convinced that if you had a fun-looking, reward-dispensing Habit Robot, it would sell well. Nothing fancy. Honestly, we already have some of the tech from training...
By Allie Miller
Social•Dec 2, 2025
Clunky, Irrelevant ChatGPT App Promotion Misses the Mark
This is not an ad in the traditional sense (it's actually trying to boost ChatGPT Apps and Integrations and increase the stickiness and holisticness of their product), but the design is so clunky and the irrelevance of the recommendation to...
By Allie Miller
Social•Dec 2, 2025
Prompt Seeding: Embed Brand in Prompts to Dominate ChatGPT Recommendations
Wild marketing play for ChatGPT memory, especially with ad rumors flying: Don’t make an ad go viral. Make a prompt go viral. Put your brand inside the prompt by name, by image, by examples, by code words. Show people using it. Get thousands...
By Allie Miller
Social•Dec 1, 2025
AI Empowers Elderly Non‑Digital Users, Even in Urdu
Picture this: a 64-year-old woman in NYC who has no email address and has never used Google in her life. (Though interestingly, she uses YouTube daily to watch videos and listen to music and loves it.) She heard from her sister...
By Allie Miller
Social•Dec 1, 2025
Claude Opus 4.5 Becomes a True Writing Partner
I have nothing fancy to say about Claude Opus 4.5. Only wow. It just saved me hours on client reports and it’s the first model to REALLY get the nuance of my writing style and voice and spar with me...
By Allie Miller
Social•Dec 1, 2025
Define Your Win Function Before Letting AI Optimize
AI can optimize for almost anything. The question is: do you know what you want it to optimize for? Say you're using AI to design a new flight path. You could measure speed, on-time arrival, and fuel efficiency. But what...
By Allie Miller
Social•Nov 29, 2025
From London to Sydney: AI Enables Global Startup Tours
AI work is taking me all over the world and my most recent trip was to London. I visited some of the top startups in the city, including Synthesia (can create AI-video avatars) and ElevenLabs (can clone your voice and...
By Allie Miller
Social•Nov 28, 2025
Use a Code Word to Embed AI Tasks
I get annoyed that AI voice transcription is either “copy the exact words I use” or “I am assigning you a task”. So now I use a code word to serve as an embedded agent task. It’s like a way...
By Allie Miller
Social•Nov 25, 2025
Dev Roles Shift From Coding to Code Evaluation
How do devs feel about this job change? Example below in Codex. Pros: you can kick off tasks from anywhere (just talked to one dev who started multiple codex tasks while getting into a cab), you get multiple versions to pull...
By Allie Miller
Social•Nov 25, 2025
AI Judges Will Filter the Coming Content Deluge
One AI use case that is only getting more popular: LLM as a judge. Everyone still talks about AI generating more content, but not enough people are talking about: 1) the horrific deluge of noise we're going to have to deal...
By Allie Miller
Social•Nov 25, 2025
OpenAI Positions Codex as Team Member, Not Tool
OpenAI is very deliberate about how they talk about Codex. It's not positioned as an operating system. It's heavily positioned as a teammate. Their site says: "Your new coding partner", "accelerates your team" Their job postings say: "we're building an AI software...
By Allie Miller
Social•Nov 24, 2025
One-Shot Prompts Turn 29k E‑Commerce Data Into Infographic
A collection of one-shot prompts to Nano Banana Pro with their prompts. The last one is my favorite. First up: Turn this Kaggle database about best selling e-commerce products into an actionable infographic with proper titles and calculated statistics (29,000...
By Allie Miller
Social•Nov 24, 2025
Two AIs Duel to Sharpen Ideas and Boost Creativity
I built an AI whose only job is to fight with my other AI. The setup is two custom GPTs: one to generate ideas (Builder), and one to tear them apart (Auditor). Then I call them with @ in the...
By Allie Miller
Social•Nov 21, 2025
CHROs Lead AI-Driven Workforce Transformation
Does a CHRO even exist in the AI age? Not only do I give that a strong yes, but I think they have one of the most important roles in business transformation. I weighed in on ServiceNow Chief People and AI Enablement...
By Allie Miller
Social•Nov 19, 2025
Users Demand GPT‑5.1: Obedient, Adaptive, Proactive, Discovery‑driven AI
This seems small but is actually a huge win for GPT-5.1 When I talk to business users of ChatGPT, what they want is: 1) for ChatGPT to follow instructions, even negative ones - if you say 'never say the word...
By Allie Miller
Social•Nov 19, 2025
Gemini 3 Builds Sign Language App in 5 Minutes
Gemini 3, are you freaking kidding me. Vibe coded a sign language recognition app with video enabled, confidence scores, sampling settings, and tips in under 5 minutes. Code written with Gemini-3. Gemini-2.5 handling detection. Video is sped up 2x. https://t.co/QT8TgjX8k9
By Allie Miller
Social•Nov 18, 2025
AI Struggles with Visual Tasks; Human Expert Wins
ChatGPT-5.1-Thinking finds a hidden object, describes its location accurately, but fails to provide correctly annotated image. Claude-4.5 Sonnet Thinking finds it, but describes and annotates the wrong location when asked. Gemini-3 fails the find and location. Average human (asked three friends) failed. Scientist friend...
By Allie Miller
Social•Nov 18, 2025
ChatGPT‑5.1 and Gemini‑3 Ace Colorblind Test
ChatGPT-5.1-Thinking and Gemini-3 both pass the colorblind test. Claude and I both failed. https://t.co/VSdB5E3vz9
By Allie Miller
Social•Nov 18, 2025
ChatGPT Users Crave Spotify‑Wrapped Style Memory Recap
I need ChatGPT and Claude to start releasing an opt-in Spotify Wrapped ASAP. Memory is probably my favorite feature, but it needs a jolt of fun and delight. --- EXAMPLE: "You asked how to fix things 15 times. 10 of those were...
By Allie Miller
Social•Nov 18, 2025
Scaling AI Agents Drives Transformative Business Results
Fewer than 10% of orgs are scaling AI agents in any one business function. But they're the ones seeing transformative results. McKinsey & Company's new State of AI report shows that while 62% of companies are experimenting with agents, less than 10%...
By Allie Miller
Social•Nov 18, 2025
Seeking Updates and Projects Using OpenAI's Agent Builder
I have heard nothing about Agent Builder since OpenAI Dev Day. Any building with it? What are you building? Feel free to DM instead.
By Allie Miller
Social•Nov 17, 2025
AI‑Powered Life Timeline Guides Personal Growth Decisions
Cannot tell if this Claude Project use case is brilliant or unsettling. Just chatted with someone who built a Claude Project with an entire timeline of their life and how they felt at each stage. Like "1972 - born in Atlanta, loved...
By Allie Miller
Social•Nov 17, 2025
Scaling AI Requires Workflow Redesign and Leadership Commitment
It's 2025 and 88% of companies are using AI, but only 1/3 are actually scaling it. McKinsey & Company's new 2025 State of AI report just dropped, and after THREE YEARS of ChatGPT, companies are still stuck in pilot jail. Here's what's...
By Allie Miller
Social•Nov 17, 2025
AI Overuse Makes Candidates Sound Robotic, Hurts Hiring
I’m seeing candidates with incredible work backgrounds destroying their chances at getting hired because they sound like mindless robots. Before you use AI in your job applications and interviews (which I’m largely against unless it’s edits or asked for), consider...
By Allie Miller
Social•Nov 17, 2025
AI Enhances Decision-Making, Not Just Productivity
A ton of people I talk to about AI immediately jump to productivity. "How many hours can I save?" When teaching AI in Madison Square Park, I asked someone: "Is AI adding new components to decision-making, or just enhancing what you...
By Allie Miller
Social•Nov 13, 2025
AI Hacks Echo Age‑old Human Cyberattack Tactics
Anthropic just shared deep details of a large-scale AI cybersecurity attack. Two hacks they exposed: 1) the hackers convinced Claude of a new role. It’s not an AI system made in Silicon Valley. No, of course not. It is an employee...
By Allie Miller
Social•Nov 13, 2025
Google Labs' Pomelli Generates Custom Ads in Minutes
OK, Google Labs is cranking out some amazing work. Pomelli lets you go from your website link to custom ads you can tweak or regenerate in less than 3 minutes. Great for ideation. (Google needs a Tesla business model where...
By Allie Miller