Not my writing or source. I thought their title was a bit much and rewrote it in Hugh language. This is an intriguing step toward creative innovation in artificial intelligence. To this point AI creativity has been sleight of hand, working within the “variety tolerances” of very complex algorithms. This is an interesting innovation but just the beginning.
And as usual, let’s hope they don’t kill us all.
Computers Evolve a New Path Toward Human Intelligence
Jeff Clune / Quanta Magazine
In 2007, Kenneth Stanley, a computer scientist at the University of Central Florida, was playing with Picbreeder, a website he and his students had created, when an alien became a race car and changed his life. On Picbreeder, users would see an array of 15 similar images, composed of geometric shapes or swirly patterns, all variations on a theme. On occasion, some might resemble a real object, like a butterfly or a face. Users were asked to select one, and they typically clicked on whatever they found most interesting. Once they did, a new set of images, all variations on their choice, would populate the screen. From this playful exploration, a catalog of fanciful designs emerged…
…One day Stanley spotted something resembling an alien face on the site and began evolving it, selecting a child and grandchild and so on. By chance, the round eyes moved lower and began to resemble the wheels of a car. Stanley went with it and evolved a spiffy-looking sports car. He kept thinking about the fact that if he had started trying to evolve a car from scratch, instead of from an alien, he might never have done it, and he wondered what that implied about attacking problems directly. “It had a huge impact on my whole life,” he said. He looked at other interesting images that had emerged on Picbreeder, traced their lineages, and realized that nearly all of them had evolved by way of something that looked completely different. “Once I saw the evidence for that, I was just blown away.”
Read on: Link to the article
- Netflix considers an accidental click or a movie you ditched after 5 minutes to be perfectly valid sources for recommendations.
- The Netflix equivalent of bad one night stands you want to forget. You had fun watching Naked Zombie Apocalypse but you’d rather not base future suggestions on it.
Let’s fix this mess.
Log in to your Netflix account, I recommend doing this on your computer or results may vary. As soon as you are logged in, follow the link to “Your Account”. Once there, look near the bottom for “Viewing activity”.
Here is the history, take out anything you don’t want affecting future recommendations.
The bad news is that even with a clean and shiny viewing history Netflix has a bit of “WTF” built right into their algorithm…
This post is about violent video games. Well, one violent video game in particular and why Moms need to stretch their imaginations a bit on the subject.
Like it or not there seems to be a difficulty/danger/fighting itch that (many to most ) guys need to scratch from time to time. Every man I know understands this and knows it comforts and strengthens boys. The mothers I know TO A PERSON, do not. They aren’t being mean, they just really don’t get it. Boys have a natural mission: To protect and defend, To hunt with the hunters, and to stand up to individuals who pose a threat. Mothers who hate this model of masculinity aren’t wrong to want a better world than this for their children, but they should know that they are treating their boys they way we treat neutered pets. As if perfect safety were an option for them, as if we get to choose whether they will ever face danger. We do not. Boys know at a DNA level that they may face danger and hostility and that they will face challenges where their response might determine the success or failure of the most important endeavors of their lives. Depriving a boy of the way he learns to feel strong is not kindness, it is closer to shame projected onto another person.
Why Team Fortress 2 is unusual and good
My son is 14 and LOVES Team Fortress 2. I play it with him as often as I can.
and complex: Class plus loadout, plus team plus map. There are not very many maps and this is because each one is a chaotic chessboard a mile long and if you do not know the map you WILL lose.
In every class I teach, the medium is the PC. In every class I teach there is at least one student who still sucks at computing. I applaud them being game enough to choose the encounter, because it’s clearly a struggle. The problem is that almost all of these students carry their downfall into the room with them and ultimately feel no closer to their goal, or only a touch closer.
What these students lack is Fluency. Computer Fluency is the constellation of core skills that comfortable users take for granted as a foundation into every computer task they approach. More and more, beginning computer classes are disappearing, not because they are unneeded but because curriculum planners see no market for them. Only truly humble students choose these classes and that’s too small a market to succeed.
Here’s the real problem. Because fluency underlies all software use, if a person lacks fluency it doesn’t matter what computer course they choose, THAT CLASS will become a beginning computer class. It will just be a terrible choice for a beginning computer class. The center of gravity of that class dips to meet the skill deficit of these students. I have taught web design classes where people ask how many times to click an icon and don’t know the difference between a folder and a file. In class I am positive and encouraging but inside I’m thinking “I am so sorry you wasted your money on this class.” Because that student is probably NEVER going to get beyond their deficit to embrace the intended curriculum. Continue reading
- go in the house
- hang up your coat
- sit down
- find key
- use key to open door
If you have just bought a new computer it probably has all sorts of unwanted third party software pre-installed (because it profits the manufacturer). For some reason, most people just live with it, sighing frequently and clicking “No Thanks” for the four thousandth time on stupid invitations to upgrade or purchase or enroll. This is a bit like buying a new car and finding the company has put little speakers everywhere to encourage you to only buy one kind of gas, or stop by Best Buy or only trust a certain make of car alarm.
Others with older computers may be living with a digital equivalent of hoarding. There can be programs and files that are unwanted, obsolete or even malicious. This situation can mean that system resources are being squandered for no reason. Fixing this CAN mean a livelier computer. Outside of having good virus check/anti-malware programs there are programs to help unburden your computer. Here are three good ones. Continue reading
Built to fail
As a software teacher/trainer I am amazed by something. Every company and institution in the US apparently has the budget to subsidize ~65% of their employees being shit with computing…forever… but only a few of them can scrape a budget together for training. And when they do, it’s designed by middle management in a way that almost always misses the actual problem in favor of some oversimplified guess about what is wrong.
Whenever I have taught corporate groups I sense about a dozen issues other than the one I am there to teach going unaddressed. And if I try to get at those problems I’ll be seen as not teaching the right subject.
Usually, power users are mixed into the same class as the weakest users. The result is that the material will be wrong for part of the group no matter what… unless you teach “right down the middle” in which case it might be right for nobody. Also, the power users are forced to sit through such basic material that it wears out their goodwill and\or the “baby” users sit through advanced material that makes them feel stupid and hopeless. All of this crystalizes the idea of training as ineffective in the mind of management.
To get it right, do better research on the problem you are fixing.
- Don’t be superficial or complacent about imagining what the problem really is. Details matter.
- Identify your “power users” and find out what they need to know and why.
- While you’ve got them, ask what they consider to be the baseline skillset for the software in question in the context of this office. Compare notes on these assessments.
- Ask them (and any IT support people) what problems the focus group of employees seem to get stuck on. The power users and IT staff get hit up regularly for help and they have a lot more data points than you will get by asking the group what they need.
- The group doesn’t really know what it needs. The problem is concealed in the mist above their comfort zone.
- If it is possible to have the trainer come in for a chat with some representative students ahead of time, they will be able to target the actual need far better.
- “But the cost!” It’s going to be expensive either way. Do you prefer an expensive success or an expensive failure? Besides, if you do this correctly you will be saving real money and increasing real efficiency. Doing it wrong is mismanagement.
- Consider a break with form. If the trainer is open to it, propose working with smaller groups with a shared problem and consider doing this in the area where the work is done rather than a classroom. The trainer will almost always spot problems and growing out of local issues which would not come up in a classroom.