How Smart Are AI Chips, Really?

The best part about the term “Artificial Intelligence” is that nobody can really tell you what it exactly means. The main reason for this stems from the term “intelligence”, with definitions ranging from the ability to practice logical reasoning to the ability to perform cognitive tasks or dream up symphonies. When it comes to human intelligence, properties such as self-awareness, complex cognitive feats, and the ability to plan and motivate oneself are generally considered to be defining features. But frankly, what is and isn’t “intelligence” is open to debate.

What isn’t open to debate is that AI is a marketing goldmine. The vagueness has allowed for marketing departments around the world to go all AI-happy, declaring that their product is AI-enabled and insisting that their speech assistant responds ‘intelligently’ to one’s queries. One might begin to believe that we’re on the cusp of a fantastic future inhabited by androids and strong AIs attending to our every whim.

In this article we’ll be looking at the reality behind these claims and ponder humanity’s progress towards becoming a Type I civilization. But this is Hackaday, so we’re also going to dig into the guts of some AI chips, including the Kendryte K210 and see how the hardware of today fits into our Glorious Future. Continue reading “How Smart Are AI Chips, Really?”

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Hackaday Links: March 10, 2019

Do you like hamburgers? Everyone likes hamburgers. Inspired by a phone you could buy at Spencers in 1991, [Love Hulten] built a Game Burger Advance. The guts are a Raspberry Pi Zero, a standard LCD display and what appears to be a USB control pad. The fabrication is where this one really goes crazy. It’s a significant amount of laser-cut plywood or MDF stacked together into a laminate then sanded and painted to look like a hamburger. Actually, it’s a cheeseburger, but we don’t deal with the prescriptivist view of linguistics and Wendy’s doesn’t sell hamburgers, they sell cheeseburgers without cheese. Hamburgers are not cheeseburgers without cheese but I digress… Just be glad this links post isn’t me going off for two thousand words talking about language and cheeseburgers.

If you have a 2012 MacBook Pro, congratulations, you have one of the last good laptops Apple will ever build. [Docatl] over on Reddit has one of these fine machines, but found it was overheating. This Genius did what anyone would do — drilled some vents in the bottom of the laptop. The results are impressive, with stock temperatures climbing to 80º C when rendering video, and the post-drilled temps cooling down to a balmy 65º.

Here’s a Kickstarter for you. It’s an Arduino Zero in a narrow DIP-16 package, albeit with a USB connector hanging over the outline of a normal DIP-16 footprint. The specs are an ATSAMD21 Cortex-M0+ running at 48 MHz, 256kB of Flash, 32k of RAM, and an integrated bootloader.

Ha ha Tim Cook changed his name to Tim Square because Apple users are squares amirite?

We’re not going to get into a discussion about mental health or anything here, but TheFlightChannel just published a flight sim reenactment of the SeaTac Dash-8 Horizon Air incident from last summer. This video is absolutely fantastic.

The Sipeed K210 is a chip you should know about. It’s a RISC-V microcontroller that’s right up there with the fastest, most powerful STM32 chips, but it’s RISC-V and it costs eight dollars. Also, it has neural networks, because. We first heard about this chip as a preorder on Taobao (?!), but now it’s getting a slightly more official release. Seeed is working on a Raspberry Pi Hat for this chip, and they want your input. Right now we’re looking at two versions, one with WiFi and one without, and both can either work with a Raspberry Pi or as a standalone board. They have the basic layout, but they’d like to know what features the community would want.

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Hackaday Links: March 3, 2019

In this week’s edition of, ‘why you should care that Behringer is cloning a bunch of vintage synths’, I present to you this amazing monstrosity. Yes, it’s a vertical video of a synthesizer without any sound. Never change, Reddit. A bit of explanation: this is four Behringer Model Ds (effectively clones of the Moog Minimoog, the Behringer version is called the ‘Boog’) stacked in a wooden case. They are connected to a MIDI keyboard ‘with Arduinos’ that split up the notes to each individual Boog. This is going to sound amazing and it’s one gigantic wall of twelve oscillators and it only cost $800 this is nuts.

Tuesday is Fastnacht day. Fill your face with fried dough.

The biggest news this week is the release of a ‘folding’ phone. This phone is expensive at about $3000 list, but keep in mind this is a flagship phone, one that defines fashion, and an obvious feature that will eventually be adopted by lower-cost models. Who knows what they’ll think of next.

It’s a new Project Binky! This time, we’re looking at cutting holes in the oil sump, patching those holes, cutting more holes in an oil sump, patching those holes, wiring up a dashcam, and putting in what is probably the third or fourth radiator so far.

Here’s a Kickstarter for new Nixie tubes. It’s a ZIN18, which I guess means an IN18, a tube with a 40mm tall set of numbers. This is the king of Nixie clocks, and one tube will run you about $100. Nah, you can also get new Nixies here.

The Sipeed K210 is a RISC-V chip with built-in neural networks. Why should you care? Because it’s RISC-V. It’s also pretty fast, reportedly 5 times as fast as the ESP32. This is a 3D rendering test of the K210, with all the relevant code on the Github.

I’m not sure if everyone is aware of this, but here’s the best way to desolder through-hole parts. Heat the solder joint up and whack it against a table. It never fails. Hitting things is the best way to make them do what you want.