Some writers have declared that the debut of ChatGPT on November 30th, 2022, marked the beginning of a new chapter in history akin to the Enlightenment and the Industrial Revolution. Others have been more skeptical, wondering if this is just another overhyped tech, like blockchain or the metaverse.
Technology
ChatGPT, explained
What history will call ChatGPT remains to be seen, but here’s one thing I do know for sure: nobody has shut up about it since.
From injecting itself into presidential debates and Saturday Night Live sketches to creepily flirting with talking to you Her-style (well, briefly at least), ChatGPT has captured the public imagination in a way few technologies have. It’s not hard to see why. The bot can code, compose music, craft essays… you name it. And with the release of GPT-4o, it’s even better than ever.
Yet, as it gets smarter, the tech is also becoming less comprehensible. People are also getting more scared of what it can do, which is understandable given some are already losing their jobs to AI. It doesn’t help that a lot of sensationalism surrounds the subject, making it difficult to separate fact from fiction.
That’s why we decided to throw together this explainer so we can cut through all the BS together. You ready? Let’s begin.
What is ChatGPT?
Do you want the simplistic answer or the complex one?
The easy answer is that ChatGPT is a chatbot that can answer your questions by using data it’s gathered from the internet.
The complex answer is that ChatGPT is an AI chatbot powered by language models created by OpenAI that are known as generative pre-trained transformers (GPTs), a kind of AI that can actually generate new content altogether as opposed to just analyzing data. (If you’ve heard of large language models, or LLMs, a GPT is a type of LLM. Got it? Good.)
So what’s OpenAI?
OpenAI is an AI company founded in December 2015. It created ChatGPT, but it’s also responsible for other products, like the AI image generator DALL-E.
Doesn’t Microsoft own it? Or was that Elon Musk?
No, but Microsoft is a major investor, pouring billions into the tech. Elon Musk co-founded OpenAI along with fired and rehired OpenAI CEO Sam Altman, Ilya Sutskever (who has since left), Greg Brockman, Wojciech Zaremba, and John Schulman. However, Musk eventually cut ties to create his own chatbot called Grok.
So, will ChatGPT take over the world?
It will most definitely replace people with machines and — along with other AI bots like Amazon’s Alexa — basically take over the world. So you’d better start playing nice with them.
Nah, I’m messing with you. I mean, nobody knows for sure, but I highly doubt we’re going to see a job apocalypse and have to welcome in our new robot overlords anytime soon. I’ll explain more in a minute.
Phew! But how is it so smart?
Well, like I said, ChatGPT runs on GPTs, which OpenAI regularly updates with new versions, the most recent being GPT-4o. Trained by humans and a ton of internet data, each model can generate human-like conversations so you can complete all kinds of tasks.
Like?
Where do I begin? The possibilities are practically endless, from composing essays and writing code to analyzing data, solving math problems, playing games, providing customer support, planning trips, helping you prepare for job interviews, and so much more.
Here’s just a short list of what it’s capable of:
I mean, honestly, it could probably summarize this entire explainer. The AI world is your oyster.
So what you’re saying is, it’s basically smarter than me. Should I be worried?
Eh, not really. For all its hype, at its current level, ChatGPT — like other generative AI chatbots — is very much a dim-witted computer that sits on a throne of lies. For one thing, it hallucinates.
Pardon?
Oh, sorry, not that kind of hallucination. Hallucination in the AI world refers to an AI-generated process in which the tool tries to extrapolate and create from collected data but gets it absurdly wrong, in turn creating a new reality.
Honestly, I’m not a big fan of the word. It doesn’t really bear resemblance to actual human hallucinations, and I think it makes light of mental health issues — but that’s another subject.
In other words, sometimes ChatGPT generates incorrect information?
Incorrect information is a weak way of putting it.
Sometimes ChatGPT actually fabricates facts altogether, which can lead to the spread of misinformation with serious consequences. It’s made up news stories, academic papers, and books. Lawyers using it for case research have gotten in trouble when it cited nonexistent laws.
And then, there are times when it gives the middle finger to both reality and human language and just spouts out pure gibberish. Earlier this year, for example, a malfunctioning ChatGPT that was asked for a Jackson family biography started saying stuff like, “Schwittendly, the sparkle of tourmar on the crest has as much to do with the golver of the ‘moon paths’ as it shifts from follow.” Which is probably the worst description of Michael Jackson’s family in the world.
Right, but isn’t ChatGPT getting better?
Many AI researchers are trying to fix this issue. However, a lot of AI researchers think hallucinations are fundamentally unsolvable, as a study out of the National University of Singapore suggests.
But hallucinations aren’t the only issue ChatGPT needs to iron out. Remember, ChatGPT essentially just regurgitates material it scrapes off the internet, whether it’s accurate or not. That means, sometimes, ChatGPT plagiarizes other people’s work without attributing it to them, even sparking copyright infringement lawsuits.
It can also pick up some really bad data. Likely drawing from the more unpleasant parts of the internet, it’s gone so far as to insult and manipulate users. Hell, sometimes it’s just downright racist and sexist.
So, basically, what I’m hearing is ChatGPT — like other generative AI chatbots — has a lot of critical flaws, and we humans are still needed to keep them in check.
But isn’t it possible OpenAI could iron out these issues in time?
Anything’s possible. But I would say that one thing is for sure: AI is here to stay, and so it wouldn’t hurt to learn how to leverage these tools. Plus, they really can make life easier in the here and now if you know how to use them.
So, how do I start playing around with it?
If you’re on a desktop, simply visit chat.openai.com and start chatting away. Alternatively, you can also access ChatGPT via an app on your iPhone or Android device.
Great! Is it free?
Absolutely. The free version of ChatGPT runs on an older model in the GPT-3.5 series but does offer limited access to the newer and faster GPT-4o. That means free users, for example, will soon be able to access previously paywalled features, like custom GPTs, through the GPT Store.
ChatGPT also now freely supports the chatbot’s web browsing tool, meaning it can now search the internet in real time to deliver up-to-date, accurate results. The new model can also recall earlier conversations, allowing it to better understand the context of your request, while users can now upload photos and files for ChatGPT to analyze.
Why would I want one of the paid tiers?
You do get more advanced capabilities through its paid tiers — ChatGPT Plus, ChatGPT Team, and ChatGPT Enterprise — which start at $20 a month.
For starters, you have fewer usage restrictions, rendering them the better option if you plan on using ChatGPT often. Free users have usage limits OpenAI has yet to specify but has said that Plus subscribers are allowed to send five times as many messages as free users. The pricier Team and Enterprise subscription plans offer even fewer usage restrictions, though at this point, OpenAI has yet to divulge specifics.
Aside from being able to use ChatGPT longer, paid subscribers can do more. They can, for example, create their own custom GPTs and even monetize them via the GPT Store. Plus, only paid subscribers can access the DALL-E 3 model, which generates images from text prompts.
Paid subscribers also get early access to the newest AI features. The voice capabilities OpenAI demonstrated onstage should arrive over the next couple of weeks for Plus subscribers, while ChatGPT’s desktop app for Mac computers is already rolling out for Plus users.
Custom GPTs?
Custom GPTs are basically chatbots you can customize. There are millions of versions on the GPT Store that you can use to accomplish all kinds of tasks, from providing tech support to personalized hiking trail recommendations. Some customized GPTs currently trending include an image generating bot, a bot that makes logos, and a chatbot that helps people perform scientific research.
By the way, what’s all this I hear about trouble within OpenAI?
There have been some upheavals in the company — we’ll keep you in the loop.
Are there any ChatGPT alternatives I could check out?
Yes, there are quite a few, and each varies in terms of features, pricing, and specific use cases. One notable example is Google’s AI chat service Gemini. As a Google product, it offers deeper integration with Google services like Workspace, Calendar, Gmail, Search, YouTube, and Flights. The latest version, Gemini 1.5 Pro, also offers a longer 2 million token context window, which refers to the amount of information the AI model can understand.
Anything else you think I should know?
Yeah! Did you know ChatGPT sounds like “chat j’ai pété” in French, which roughly translates to “cat, I farted.” Somebody even created a website with a cat who farts when you click on it, and I just can’t stop clicking.
You should be.
Technology
Meta is adding ridiculous ‘rate limits’ and a soft paywall to its smart glasses
Would you pay $20 a month for access to AI hardware you already own? That appears to be one of Meta’s next bets. This week, it quietly announced that your glasses’ Conversation Focus feature will soon be limited to three hours of use per month, unless you pay for a $19.99 Meta One Premium subscription.
In a help article, the company insists that it won’t require a subscription to use your glasses, period; it’s merely erecting a “rate limit” for certain AI features. Even premium subscribers will only get 15 hours of Conversation Focus per month under that “rate limit,” it claims.
Problem is, Meta’s rate limit is ridiculous. The Conversation Focus feature, which amplifies the voice of the person you’re speaking to so you can hear better in noisy environments, is not something that should plausibly be rate-limited, because it doesn’t use Meta’s servers. It runs on-device, using the chips inside the glasses that you’ve already purchased. I turned off my internet, and it kept working.
Here’s how the company introduced it last year: “[C]onversation focus uses your AI glasses’ open-ear speakers, beamforming technology, and real-time spatial processing to dynamically amplify the voice of the person you’re talking to.”
Not only does it avoid Meta’s servers, but Conversation Focus doesn’t technically require an internet connection at all. I double-checked by turning off my phone’s Wi-Fi and cellular, turning on Airplane Mode, and I was still able to use Conversation Focus just fine by tapping a button on my phone.
Does Meta have some secret licensing deal with another company that costs it money every time a person uses Conversation Focus? Failing that, the rate limit sounds utterly bogus.
We’ve asked if Meta can explain the move, and whether the company plans to put other on-device features behind a subscription. Meta didn’t immediately respond to a request for comment.
Technology
Warehouse robots move packages without human handoff
TRANSFORMATION: AI changes what robots can accomplish
Humanoid robots, showcased at Chicago’s Automate Show, demonstrate advancements in AI and robotics. Jeff Burnstein, President of the Association for Advancing Automation, explains AI’s role in enabling diverse tasks in hospitals, factories, and warehouses. He emphasizes that robotics boosts competitiveness, leading to job creation.
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A busy warehouse loading dock can be a grind. Trucks pull up. Packages pour in. Workers have to move fast, lift heavy boxes and keep everything flowing before the next trailer arrives. That part of the warehouse has always been one of the hardest places to automate. Every box can be a different size. Freight can shift in transit. Labels may face the wrong way. And when one system finishes a task, the next system still has to know what to do with the package.
Now, Ambi Robotics and Pickle Robot Company say they have linked their robotic systems to help solve that handoff problem. The companies announced a commercial integration that connects Pickle Robot’s trailer-unloading robots with Ambi Robotics’ AmbiStack pallet-building system. In other words, one robot system unloads mixed freight from a trailer. Then a conveyor moves those cases downstream so another robotic system can scan and stack them for warehouse receiving.
If this works well in large facilities, it points to a future where robots can handle more of the work that happens between a truck and a warehouse floor.
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Ambi Robotics and Pickle Robot Company have integrated their warehouse robotics systems to automate the flow of freight from trailers to pallets. The companies say the setup can fit into existing warehouse operations. (Ambi Robotics and Pickle Robot Company )
How warehouse robots move packages from truck to pallet
The setup starts at the trailer. Pickle Robot’s system unloads boxes from trailers or containers. That matters because unloading mixed freight can be exhausting work. It also creates bottlenecks when warehouses do not have enough people on the dock. From there, the packages move by conveyor into AmbiStack. Ambi Robotics designed AmbiStack as a multipurpose stacking system. It reads package information and builds pallets for the next stage of the warehouse process.
The key here is the handoff. Many warehouses already use automation. However, those systems often work in separate lanes. One machine may handle unloading. Another may handle sorting or stacking. Yet the warehouse still needs people or custom engineering to connect the pieces. This collaboration tries to make that connection smoother. The companies say the system can work with existing warehouse infrastructure. That means operators may avoid tearing apart a facility to use it.
Why Physical AI is important for warehouse automation
Physical AI means AI that controls machines doing physical work. That is important here because warehouse robots have to deal with moving boxes, shifting freight, conveyor timing and pallet stability. That creates a very different challenge from software that writes a paragraph or answers a question. A warehouse robot has to react to what sits in front of it. A box can arrive dented. A label can face the wrong way. A pallet can become unstable if the next case goes in the wrong spot.
This Ambi Robotics and Pickle Robot integration shows how that can work inside a warehouse. Pickle Robot handles the trailer unloading. AmbiStack takes over downstream by scanning and stacking cases for receiving. Together, the systems show how specialized robots can connect across a warehouse workflow.
“Warehouse operators shouldn’t have to choose between best-in-class technologies and seamless integration,” said Jim Liefer, CEO of Ambi Robotics. “As Physical AI transforms supply chains, interoperability will become increasingly important.”
AJ Meyer, founder and CEO of Pickle Robot Company, put the customer demand more directly: “Customers want automation that improves real-world throughput while fitting into existing operations.”
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A new warehouse automation system connects robotic trailer unloading with AI-powered pallet building, reducing manual handoffs on busy loading docks. (Ambi Robotics and Pickle Robot Company )
Why loading docks can slow warehouse operations
Anyone who has waited on a delayed package knows the supply chain can break down fast. Sometimes the problem starts long before a delivery truck reaches your home. Inbound logistics covers the work that happens when goods arrive at a warehouse. That includes getting boxes off trailers and moving them into the right workflow. It sounds pretty straightforward until you see the reality.
Trailers can be packed unevenly. Boxes can arrive in odd shapes. Warehouse teams also deal with tight schedules and physical strain. That is why loading docks have become such a major focus for automation. If robots can unload freight and pass it into a pallet-building system without constant human intervention, warehouses could move goods faster through one of the most labor-heavy parts of the operation.
How warehouse robots could change jobs
The big question is obvious. What happens to workers? Robots can take over repetitive and physically demanding tasks. That may reduce injuries and help warehouses handle labor shortages. It may also change which jobs companies need most.
Instead of spending a full shift unloading trailers, some workers may monitor the unloading and stacking systems. Others may step in when a package jams, a label fails to scan or a pallet needs human attention.
Still, that shift can feel unsettling. Automation often comes with a promise of safety and efficiency. Workers want to know where they fit in next. That is very important. A robot may move a box, but people still handle judgment calls, customer issues and fast decisions when the workflow changes.
Why retailers want connected warehouse robots now
Retailers and logistics companies feel pressure from several directions. Consumers expect faster shipping. Warehouses face staffing challenges. Meanwhile, e-commerce keeps creating more package volume. That creates a hard math problem. Companies need to move more goods without slowing down at the dock.
This Ambi Robotics and Pickle Robot setup gives warehouse operators another option. Instead of buying one giant system from a single vendor, they can connect specialized robotic tools that handle different parts of the job. That could give operators more flexibility. It could also help them avoid major redesigns, which can be expensive and disruptive. In other words, the robots are getting smarter. They are also starting to work together in more useful ways.
What this means to you
Even if you never set foot in a warehouse, this kind of automation can affect your life. When warehouses move goods more efficiently, stores may restock faster. Online orders may move with fewer delays. Returns may get processed more quickly. There is another side, too. More automation can reshape job roles inside warehouses. That means workers may need new training as companies bring in more robotic systems.
You may also hear fewer excuses when packages run late. If robots help warehouses operate with fewer bottlenecks, retailers may raise expectations for speed even more. That sounds convenient, but it also means the race for faster delivery keeps putting pressure on every part of the supply chain.
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MOST PROMINENT AI CHATBOTS HAVE LIBERAL BIAS, NEW STUDY FINDS
Ambi Robotics and Pickle Robot Company say their integrated systems could help warehouses move inbound freight faster while easing physically demanding work. (Ambi Robotics and Pickle Robot Company )
Kurt’s key takeaways
What grabs me here is the handoff. One robot unloads packages from a trailer. Another scans and stacks them for the next part of the warehouse process. That is the piece that could change how loading docks operate. Warehouses are full of little delays that add up fast. If a package sits in the wrong place or waits for a person to move it to the next step, the whole process can slow down. This integration shows how warehouse robots may start taking over more of that middle work between the truck and the warehouse floor. Still, the human side deserves attention. These systems could reduce backbreaking work, which is a good thing. At the same time, they may change what warehouse workers are asked to do. The companies that make that transition clear, fair and useful for workers will be the ones to watch.
If robots can unload the truck, build the pallet and keep the warehouse moving, what job inside the warehouse gets automated next? Let us know by writing to us at CyberGuy.com.
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Technology
Google’s NotebookLM can sum up your research in a TikTok-style clip
Google’s NotebookLM is adding a new way to catch up on your notes: TikTok-style AI videos. The new feature is rolling out to Google AI Ultra and Pro subscribers, allowing NotebookLM to generate 60-second vertical AI clips based on the sources you upload to the app.
The example shared by Google details Australia’s unsuccessful war on emus, pairing paper cutout-style AI art of emus with narration. It adds to some of the other ways NotebookLM lets you interact with your research, including by generating AI podcasts, cinematic videos, and visual explainers.
To generate a 60-second clip, head to NotebookLM on the web or app, select a notebook, and then choose “Video” from the Studio column on the right side of the screen. From there, select “Short,” choose the topic you’d like NotebookLM to focus on (or enter your own), and then hit the “Generate” button.
The feature is rolling out in English only for now, with support for free users coming “soon.”
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