Academy
AI hacks, builds, and frank takes.
Real workflows, end-to-end tutorials, and the opinions nobody else publishes. Written by humans, edited by humans, fact-checked against our own production stack.
- agigpt-4llms
Is AGI Here? A Sober Look at Today's AI Limits
Everyone's debating if the latest models are a step towards AGI. The truth is more interesting: they're powerful reasoning engines with glaring, predictable blind spots. Here’s what they can actually do and where they still fail spectacularly.
May 31, 2026 · 4 min read
- agiaigpt-4
AGI Reality Check: What Today's AI Can and Can't Do
Everyone's debating if we've reached AGI. The answer is no, but that's the wrong question. Here's a practical look at what models like GPT-4 and Claude 3 can *actually* do, where they fail, and how to think about them.
May 30, 2026 · 4 min read
- agiaigpt-4o
Is AGI Here? A Sober Look at Today's AI Models
Everyone's debating if the latest models are 'AGI'. The truth is, it's the wrong question. We'll look at what GPT-4o and Claude 3 can actually do—and where they still fail spectacularly.
May 29, 2026 · 4 min read
- agillmsai agents
Is AGI Here Yet? A Reality Check on AI's Real Skills
Everyone's talking about AGI, but the definition keeps changing. Let's cut through the hype and look at what today's best models can actually do—and where they still fall flat on their face.
May 28, 2026 · 4 min read
- agillmsgpt-4
Is AGI Here? A Practical Look at What Models Can Actually Do
Everyone's debating AGI, but the real question is what the latest AI can do for you today. Here's a no-hype look at the current state of large language models.
May 27, 2026 · 1 min read
- aiagillms
Have We Reached AGI? A Reality Check on Today's AI
Models can write code and pass bar exams, but they can't reliably reason or understand the physical world. AGI isn't here, and this is a practical look at why.
May 26, 2026 · 4 min read
- aiagillms
Have We Reached AGI? A Practical Reality Check
Everyone's talking about AGI, but the models we have today still can't reason about the physical world or remember your last conversation. Here's what they're actually good at, where they fail, and why that's okay.
May 25, 2026 · 4 min read
- agillmsgpt-4
Have We Reached AGI? A Practical Reality Check
Pundits are yelling 'AGI!' with every new model release. The truth is we're not there yet, and the gap is what's interesting. Here’s a no-nonsense look at what today's models can actually do and where they fall apart.
May 24, 2026 · 4 min read
- aiagillm
AGI Isn't Here. It's Not Even Close.
The latest models are powerful, but they aren't AGI. We break down the real limitations—from a lack of physical understanding to catastrophic forgetting—and show what AI can and can't do today.
May 23, 2026 · 4 min read
- aiagigpt-4o
Is AGI Here? A Sober Look at Today's AI Models
Forget the AGI hype. The real question is what today's top AI models can actually do for you. We break down the surprising strengths and hard limits of systems like GPT-4o and Claude 3.
May 22, 2026 · 4 min read
- aidev-toolsllm
Have We Reached AGI? A Reality Check for Developers
AGI isn't here, and the hype is distracting us from the real work. This is a practical look at what today's AI models can actually do, where they fail, and why that's okay.
May 21, 2026 · 2 min read
- agillmsgpt-4
Have We Reached AGI? A Practical Look at LLM Limits
Everyone's debating if models like GPT-4o are 'sparks of AGI.' We'll cut through the hype and show you exactly what they can do, and the critical things they still can't.
May 20, 2026 · 4 min read
- agigpt-4ai
Is AGI Here? A Reality Check on GPT-4 and Friends
Everyone's debating if the latest AI models are 'AGI.' We cut through the hype with concrete examples of what they can and can't do, and why the answer is a clear 'no'—for now.
May 19, 2026 · 4 min read
- agillmgpt-4o
Is This AGI? A Sober Look at What AI Still Can't Do
New AI demos feel like magic, sparking claims of AGI. But underneath the impressive fluency, the models lack true understanding, a world model, and the ability to innovate. They are powerful simulators, not thinkers.
May 18, 2026 · 2 min read
- agigpt-4ollms
Have We Reached AGI? It's the Wrong Question to Ask
Stop arguing about consciousness. The latest models are superhuman at some tasks but fail at basic reasoning. We'll show you what they can do, where they fall short, and why 'practical AGI' is the only thing that matters.
May 17, 2026 · 3 min read
- agillmsgpt-4o
Is AGI Here Yet? A Practical Reality Check.
The term 'AGI' is everywhere, but the latest models like GPT-4o and Claude 3 still have massive, fundamental gaps. We'll break down what they can actually do and why true general intelligence is still a long way off.
May 16, 2026 · 4 min read
- agiaillm
AGI Isn't Here. Here's What We Actually Have.
The hype around AGI is deafening, but today's AI models are far from truly intelligent. We break down what they can actually do, their glaring limitations, and why they're powerful tools, not conscious minds.
May 15, 2026 · 3 min read
- agillmsai-development
Have We Reached AGI? A Reality Check on Today's AI
The hype around models like GPT-4o and Gemini 1.5 suggests AGI is here. It isn't. We'll look at the specific, practical limitations in reasoning and planning that show what these tools really are—and what they aren't.
May 14, 2026 · 4 min read
- agillmsai-workflows
Have We Reached AGI? A Hard Look at What AI Still Can't Do
Everyone's asking if the latest AI models are AGI. The short answer is no. This is a practical breakdown of the real-world limitations—from physical reasoning to long-term planning—that show just how far we have to go.
May 13, 2026 · 4 min read
- agigpt-4llm
Is AGI Here? A Reality Check on GPT-4 and Friends
Headlines scream about 'sparks of AGI', but what can the latest AI models actually do? A practical look at the real-world capabilities and critical limitations of today's best AI.
May 12, 2026 · 4 min read
- sparks of AGI ,agi
Is AGI Here? A Reality Check for Developers
Forget the hype. AGI isn't a light switch you flip. We'll break down what today's most advanced models can actually do, where they fall apart, and why that matters for the tools you're building today.
May 11, 2026 · 1 min read
- agillmgpt-4
Is AGI Here? A Sober Look at What LLMs Actually Do
The hype says Artificial General Intelligence is just around the corner, but the reality is more complicated. We break down where models like GPT-4o excel and where they still fail at basic reasoning.
May 10, 2026 · 4 min read
- agillmsai
Is This AGI? A Hard Look at What AI Can and Can't Do
Everyone's asking if we've hit Artificial General Intelligence. The short answer is no. The long answer involves understanding why even the best models fail at basic reasoning and can't form their own goals.
May 9, 2026 · 4 min read
- agiaillms
AGI Is Not Here. It's Not Even Close.
Stop chasing the AGI hype. The latest AI models are powerful but have deep, fundamental flaws in reasoning, planning, and understanding the physical world. Here's a practical look at what they can't do.
May 8, 2026 · 4 min read
- agiaigpt-4
AGI Isn't a Light Switch. It's a Thousand Dimmer Knobs.
Stop asking 'is AGI here?' The question is flawed. We already have superhuman AI for specific tasks, yet it fails at kid's puzzles. Here's a better way to think about what's actually happening and how to use these tools right now.
May 7, 2026 · 4 min read
- agillmsai
Is AGI Here? A Hard Look at What AI Can't Do Yet
Everyone's debating if the latest models are AGI. Here's a practical breakdown of what they can do, where they fail spectacularly, and why that matters for you building real things.
May 6, 2026 · 4 min read
- agillmai development
AGI Isn't Here. So What Actually Works?
Everyone's talking about Artificial General Intelligence (AGI), but the hype obscures the reality. We'll cut through the noise to show you what today's best models can and can't do.
May 5, 2026 · 4 min read
- agigpt-4claude 3
Have We Hit AGI? A Reality Check on GPT-4 and Claude 3
AGI talk is everywhere, but the hype is outpacing reality. Here’s a practical breakdown of what today's AI models can actually do, where they fail, and a simple test you can run yourself.
May 4, 2026 · 4 min read
- agigpt-4ai
Have We Reached AGI? A Brutally Honest Look at Today's AI
Everyone's debating 'sparks of AGI,' but that's the wrong conversation. This is a practical breakdown of what models like GPT-4o can actually do and where they still completely fail.
May 3, 2026 · 4 min read
- agiaigpt-4
Is AGI Here? A Reality Check on GPT-4o and Friends
Everyone's talking about Artificial General Intelligence (AGI), but are we there yet? We cut through the hype to show what today's AI can actually do, and where it consistently fails.
May 2, 2026 · 1 min read
- aiagillm
AGI Isn't Here. Here's What AI Can (and Can't) Actually Do.
Everyone's talking about 'sparks of AGI', but today's AI models are just incredibly powerful pattern-matchers. We break down where they shine and where they fail spectacularly.
May 1, 2026 · 4 min read
- agillmai
Have We Reached AGI? A Reality Check.
Everyone is asking if the latest models are AGI. It's the wrong question. Here's a practical breakdown of what AI can actually do today and where it consistently fails.
Apr 30, 2026 · 3 min read
- agillmsgpt-4
Is AGI Here? A Reality Check on Today's AI Models
Everyone's asking if models like GPT-4 or Claude 3 mean AGI has arrived. The short answer is no. The long answer is we're asking the wrong question entirely.
Apr 29, 2026 · 2 min read
- agillmai development
We Don't Have AGI. Here's What We Actually Have.
Everyone is asking if the latest models are AGI. The answer is a hard no. It's not even close. Let's cut through the hype and look at what these tools can and can't do.
Apr 28, 2026 · 4 min read
- ai agentsllmsagentic systems
How Actionable AI Agents Work (And Upgrade Your ChatGPT)
A plain-English guide to how AI agents actually function. We'll break down the Think-Act-Observe loop and show you how to give a text-only LLM tools to interact with the real world.
Apr 28, 2026 · 5 min read
- ai agentsllmsfunction calling
How Actionable AI Agents Work (And How to Upgrade ChatGPT)
Your ChatGPT is just a text generator. The real power comes when AI can take action in the real world. This is how agents use tools to go from talking about tasks to actually doing them.
Apr 28, 2026 · 1 min read