Dubbed “weed-out” or “gatekeeper” classes, they can be dream-crushing for many students — especially those hoping to enter the science, technology, engineering and math (STEM) fields. And a growing body of research says the courses can be particularly discriminatory toward historically excluded groups such as Latinos and Black and Indigenous people.
One possible remedy, some educators say, is “ungrading,” a style of teaching and assessment that seeks to evaluate students in other ways besides A-F letter grades — usually just in their freshman year.
“You’re trying to move the focus from a score to the learning,” said Robin Dunkin, who teaches biology and is the assistant faculty director at UCSC’s Center for Innovations in Teaching and Learning. “For that reason, it’s immensely powerful.”
Any educators out there who are #ungrading in a standards-based grading school district? I’ve been studying @Jessifer’s work for a bit & I’d love to go full-implementation next year.
If you have any experience, let me know. I’d love to pick your brain! https://t.co/ClnwZsBdl9
The practical guide to using AI to do stuff— from oneusefulthing.substack.com by Ethan Mollick; with thanks to Sam DeBrule for this resource. Ethan Mollick is a professor at the Wharton School of the University of Pennsylvania where he studies entrepreneurship & innovation, as well as how we can better learn and teach. A resource for students in my classes (and other interested people).
Excerpts:
My classes now require AI (and if I didn’t require AI use, it wouldn’t matter, everyone is using AI anyway). But how can students use AI well? Here is a basic tutorial and guide I am providing my classes. It covers some of the many ways to use AI to be more productive, creative, and successful, using the technology available in early 2023, as well as some of the risks.
… Come up with ideas Open Source Option: Nothing very good Best free (for now) option: ChatGPT (registration may require a phone number) Best option if ChatGPT is down: OpenAI Playground .
Also relevant/see:
It was nice talking to @lapiaenrose for the @WIRED article on #ChatGPT and #education. I shared how I use LLMs in class and suggested that banning them would not remove the need for redesigning both the learning goals and assessment methods. #AIEthicshttps://t.co/30tqFN1FSS
They see an education and skills gap: Forty-four percent said that school only taught them very basic computing skills, while 37% said that school education (for children under age 16) didn’t prepare them with the technology skills they needed for their planned careers. Forty percent consider learning new digital skills essential to future career options.
It’s clear that Gen Z see technology as pivotal for their future prosperity. It is now up to us—leading technology providers, governments, and the public sector—to work together and set them up for success by improving the quality and access to digital learning. Forty-four percent of Gen Z feel educators and businesses should work together to bridge the digital skills gap, and with the speed at which technology continues to evolve, this will require constant collaboration.
Aongus Hegarty, president of international markets at Dell Technologies
AI raises floor, not ceiling.
Basic writers ?? Good writers
Basic designers ?? Good designers
Basic instructors ?? Good instructors
Experts see fewer benefits
AI ?? speed + ideation but better to be original + unique as expert. That’s ? AI
Revolutionising Criminal Law with AI — from seotraininglondon.org by Danny Richman This case study outlines how I helped a law firm use Artificial Intelligence (AI) to streamline new client enquiries, resulting in significant savings of time and money.
Excerpt:
However, this process took up a lot of time and resources, meaning that highly qualified, well-paid individuals had to dedicate their time and energy to processing email enquiries instead of working on client cases.
That’s why I developed an app for Stuart Miller built on OpenAI’s GPT-3 technology. This app receives the content of the client’s email and makes the same determination as the human team of lawyers. It then immediately alerts the relevant lawyer to any enquiries flagged as high-priority, high-value cases. The entire process is automated requiring no human interaction.
Ready to get disrupted? Me neither, but let’s take the plunge.
ChatGPT is all anyone in legal wants to talk about right now, and for good reason.
…
Smash cut to yesterday, and this webinar focusing on ChatGPT is sold out and the sheer number of questions from the audience (which ranged from law students to in-house counsel and law firm partners) was more than 10x a normal webinar.
The point is that I’m not in a bubble this time. Everyone in legal is paying attention to ChatGPT, not just the legaltech nerds. This @#$% is going mainstream.
Check Your Equipment Beforehand
You know exactly what you’re going to say in your interview, and you feel confident you’ll get the job! However, what happens if your internet is spotty when it comes time for the big day? Or, what if your Zoom needs an update, and you only find this out minutes before the interview?
It’s important that you check all your equipment hours before your interview starts. Technology can be tricky, and you certainly don’t want it to fail on you once your interview begins.
From DSC: By the way, I would put this tip to “check your equipment beforehand” out there for faculty, staff, teachers, trainers, and other presenters as well — especially if this is the first time that you are speaking/presenting in a different building and/or room. I made the mistake of going to be a guest lecturer once in a room that I hadn’t been to in a long time. It turned out that the mouse was not working well and needed to be replaced. It threw me off and I wasn’t able to deliver a smooth, issue-free active learning-based session.
DAVOS, Switzerland—Microsoft Corp. MSFT 2.86%increase; green up pointing triangle plans to incorporate artificial-intelligence tools like ChatGPT into all of its products and make them available as platforms for other businesses to build on, Chief Executive Satya Nadella said.
It’s a matter of time before the LMSs like Canvas and Anthology do the same. Really going to change the complexion of online learning.
Microsoft are holding a lot of great cards in the AI game, especially ChatGPT-3, but Google also have a great hand, in fact they have a bird in the hand:
Sparrow, from Deepmind, is likely to launch soon. Their aim is to trump ChatGTP by having a chatbot that is more useful and reduces the risk of unsafe and inappropriate answers. In the released paper, they also indicate that it will have moral constraints. Smart move.
Hassabis has promised some sort of release in 2023. Their goal is to reduce wrong and invented information by linking it to Google Search and Scholar for citations.
The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts.
This free e-book acts a useful guide for beginners.
Collection of ChatGPT Resources Use ChatGPT in Google Docs, WhatsApp, as a desktop app, with your voice, or in other ways with this running list of tools.
Awesome ChatGPT prompts
Dozens of clever pre-written prompts you can use to initiate your own conversations with ChatGPT to get it to reply as a fallacy finder or a journal reviewer or whatever else.
Writing for Renegades – Co-writing with AI
This free 17-page resource has writing exercises you can try with ChatGPT. It also includes interesting nuggets, like Wycliffe A. Hill’s 1936 attempt at writing automation, Plot Genie.
We often see the battle between technology and humans as a zero-sum game. And that’s how much of the discussion about ChatGPT is being framed now. Like many others who have been experimenting with ChatGPT in recent weeks, I find that a lot of the output depends on the input. In other words, the better the human question, the better the ChatGPT answer.
So instead of seeing ourselves competing with technology, we should find ways to complement it and view ChatGPT as a tool that assists us in collecting information and in writing drafts.
If we reframe the threat, think about how much time can be freed up to read, to think, to write?
As many have noted, including Michael Horn on the Class Disrupted podcast he co-hosts, ChatGPT is to writing what calculators were once to math and other STEM disciplines.
GPT in Higher Education — from insidehighered.com by Ray Schroeder ChatGPT has caught our attention in higher education. What will it mean in 2023?
Excerpt:
Founder and CEO at Moodle Martin Dougiamas writes in Open Ed Tech that as educators, we must recognize that artificial general intelligence will become ubiquitous. “In short, we need to embrace that AI is going to be a huge part of our lives when creating anything. There is no gain in banning it or avoiding it. It’s actually easier (and better) to use this moment to restructure our education processes to be useful and appropriate in today’s environment (which is full of opportunities).”
Who, at your institution, is examining the impact of AI, and in particular GPT, upon the curriculum? Are instructional designers working with instructors in revising syllabi and embedding AI applications into the course offerings? What can you do to ensure that your university is preparing learners for the future rather than the past?
Ray Schroeder
ChatGPT Advice Academics Can Use Now — from insidehighered.com by Susan D’Agostino To harness the potential and avert the risks of OpenAI’s new chat bot, academics should think a few years out, invite students into the conversation and—most of all—experiment, not panic.
At schools including George Washington University in Washington, D.C., Rutgers University in New Brunswick, New Jersey, and Appalachian State University in Boone, North Carolina, professors are phasing out take-home, open-book assignments — which became a dominant method of assessment in the pandemic but now seem vulnerable to chatbots. They are instead opting for in-class assignments, handwritten papers, group work and oral exams.
Gone are prompts like “write five pages about this or that.” Some professors are instead crafting questions that they hope will be too clever for chatbots and asking students to write about their own lives and current events.
Why Banning ChatGPT in Class Is a Mistake — from campustechnology.com by Thomas Mennella Artificial intelligence can be a valuable learning tool, if used in the right context. Here are ways to embrace ChatGPT and encourage students to think critically about the content it produces.
Well, it was bound to happen. Anytime you have a phenomenon as disruptive as generative AI, you can expect lawsuits.
Case in point: the lawsuit recently filed by Getty Images against Stability AI, highlighting the ongoing legal challenges posed by the use of AI in the creative industries. But it’s not the only lawsuit recently filed, see e.g. Now artists sue AI image generation tools Stable Diffusion, Midjourney over copyright | Technology News, The Indian Express
The $330 billion corporate training market is enormous, fragmented, and complex. For years it was dominated by Learning Management Systems (LMS) and content providers, each pioneered in the early 2000s. These systems served well, but the needs of employees and organizations moved ahead.
Today companies want not only a place to find and administer learning, they want a “Learning Platform” that creates mastery. And this market, that of “Learning Delivery Platforms,” is far more complex than you think. Let me put it straight: video-based chapter by chapter courses don’t teach you much. Companies want a solution that is expert-led, engaging, includes assignments and coaching, and connects employees to experts and peers.
Well there’s a new breed of platforms focused in this area, and I call them Capability Academy systems.
These are platforms explicitly to bring together expert teachers, AI-enabled collaboration, assignments, and coaching to drive mastery. They can train thousands of people in small cohorts, offering hands-on support for technical or PowerSkills topics. And the results are striking: these vendors achieve 90% completion rates and netPromoter scores above 60 (far above traditional content libraries).
The guide is packed with tools that can meet so many of your needs as a teacher, and many of them are already well established and widely used. But every January, we like to choose six that we think deserve a little extra attention. Most are not actually brand-new to the world, but each one has something special about it. So here we go!
6 Google Scholar Tips From Its Co-Creator— from techlearning.com by Erik Ofgang Google Scholar can be a great tool for teachers and their students. Here’s how to get the most out of it.
Excerpt:
Anurag Acharya co-created Google Scholar in 2004. The Google engineer and former professor of computer science at the University of California at Santa Barbara was inspired to create the free search tool after being frustrated by being unable to access research articles as a student at the Kharagpur campus of the Indian Institute of Technology.
Today, Acharya is head of Google Scholar and an authority on how the scholarly search engine can best be used by teachers and their students. He offers these tips and best practices for teachers to use and share with their students.
Teaching: A Path to L&D aims to provide free guidance to teachers looking to move into the world of Learning and Development, specifically Instructional Design. Check out our website at www.teachlearndev.org for free coaching, webinars, and resources to help you on your journey!
Here’s the list of sources: https://t.co/fJd4rh8kLy. The larger resource area at https://t.co/bN7CReGIEC has sample ChatGPT essays, strategies for mitigating harm, and questions for teachers to ask as well as a listserv.
— Anna Mills, amills@mastodon.oeru.org, she/her (@EnglishOER) January 11, 2023
Microsoft is reportedly eyeing a $10 billion investment in OpenAI, the startup that created the viral chatbot ChatGPT, and is planning to integrate it into Office products and Bing search.The tech giant has already invested at least $1 billion into OpenAI. Some of these features might be rolling out as early as March, according to The Information.
This is a big deal. If successful, it will bring powerful AI tools to the masses.So what would ChatGPT-powered Microsoft products look like? We asked Microsoft and OpenAI. Neither was willing to answer our questions on how they plan to integrate AI-powered products into Microsoft’s tools, even though work must be well underway to do so. However, we do know enough to make some informed, intelligent guesses. Hint: it’s probably good news if, like me, you find creating PowerPoint presentations and answering emails boring.
I have maintained for several years, including a book ‘AI for Learning’, that AI is the technology of the age and will change everything. This is unfolding as we speak but it is interesting to ask who the winners are likely to be.
People who have heard of GPT-3 / ChatGPT, and are vaguely following the advances in machine learning, large language models, and image generators. Also people who care about making the web a flourishing social and intellectual space.
That dark forest is about to expand. Large Language Models (LLMs) that can instantly generate coherent swaths of human-like text have just joined the party.
It is in this uncertain climate that Hassabis agrees to a rare interview, to issue a stark warning about his growing concerns. “I would advocate not moving fast and breaking things.”
…
“When it comes to very powerful technologies—and obviously AI is going to be one of the most powerful ever—we need to be careful,” he says. “Not everybody is thinking about those things. It’s like experimentalists, many of whom don’t realize they’re holding dangerous material.” Worse still, Hassabis points out, we are the guinea pigs.
Demis Hassabis
Excerpt (emphasis DSC):
Hassabis says these efforts are just the beginning. He and his colleagues have been working toward a much grander ambition: creating artificial general intelligence, or AGI, by building machines that can think, learn, and be set to solve humanity’s toughest problems.Today’s AI is narrow, brittle, and often not very intelligent at all. But AGI, Hassabis believes, will be an “epoch-defining” technology—like the harnessing of electricity—that will change the very fabric of human life. If he’s right, it could earn him a place in history that would relegate the namesakes of his meeting rooms to mere footnotes.
But with AI’s promise also comes peril.In recent months, researchers building an AI system to design new drugs revealed that their tool could be easily repurposed to make deadly new chemicals. A separate AI model trained to spew out toxic hate speech went viral, exemplifying the risk to vulnerable communities online. And inside AI labs around the world, policy experts were grappling with near-term questions like what to do when an AI has the potential to be commandeered by rogue states to mount widespread hacking campaigns or infer state-level nuclear secrets.
Headteachers and university lecturers have expressed concerns that ChatGPT, which can provide convincing human-sounding answers to exam questions, could spark a wave of cheating in homework and exam coursework.
Now, the bot’s makers, San Francisco-based OpenAI, are trying to counter the risk by “watermarking” the bot’s output and making plagiarism easier to spot.
Students need now, more than ever, to understand how to navigate a world in which artificial intelligence is increasingly woven into everyday life. It’s a world that they, ultimately, will shape.
We hail from two professional fields that have an outsize interest in this debate. Joanne is a veteran journalist and editor deeply concerned about the potential for plagiarism and misinformation. Rebecca is a public health expert focused on artificial intelligence, who champions equitable adoption of new technologies.
We are also mother and daughter. Our dinner-table conversations have become a microcosm of the argument around ChatGPT, weighing its very real dangers against its equally real promise. Yet we both firmly believe that a blanket ban is a missed opportunity.
ChatGPT: Threat or Menace? — from insidehighered.com by Steven Mintz Are fears about generative AI warranted?
The rapid pace of change is driven by a “perfect storm” of factors, including the falling cost of computing power, the rise of data-driven decision-making, and the increasing availability of new technologies. “The speed of current breakthroughs has no historical precedent,”concluded Andrew Doxsey, co-founder of Libra Incentix, in an interview. “Unlike previous technological revolutions, the Fourth Industrial Revolution is evolving exponentially rather than linearly. Furthermore, it disrupts almost every industry worldwide.”
An updated version of the AI chatbot ChatGPT was recently released to the public.
I got the chatbot to write cover letters for real jobs and asked hiring managers what they thought.
The managers said they would’ve given me a call but that the letters lacked personality.
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I mentor a young lad with poor literacy skills who is starting a landscaping business. He struggles to communicate with clients in a professional manner.
I created a GPT3-powered Gmail account to which he sends a message. It responds with the text to send to the client. pic.twitter.com/nlFX9Yx6wR
AI to help realize your dream career The Unschooler mentor helps you understand what you need to do to achieve your dream career. You can select one of six broad areas of expertise: science, people, tech, info, art, and business. The platform will then ask questions related to your future career.
It also has some other useful features. Unschooler keeps track of your skills by adding them to a skill map that’s unique to you.You can also ask it to expand on the information it has already given you. This is done by selecting the text and clicking one of four buttons: more, example, how to, explain, and a question mark icon that defines the selected text. There’s also a mobile app that analyzes text from pictures and explains tasks or concepts.
From DSC: This integration of AI is part of the vision that I’ve been tracking at:
Join us in the morning for Adobe Express streams — If you are an aspiring creative, small business owner, or looking to kickstart a side hustle – these live streams are for you!
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For weekly updates on the Adobe Live schedule + insight into upcoming guests and content, join our discord communities!
CES is more than just a neon-drenched show-and-tell session for the world’s biggest tech manufacturers. More and more, it’s also a place where companies showcase innovations that could truly make the world a better place — and at CES 2023, this type of tech was on full display. We saw everything from accessibility-minded PS5 controllers to pedal-powered smart desks. But of all the amazing innovations on display this year, these three impressed us the most…
It’s fascinating to see what GPT-3 can do and the possibilities are in some cases nothing short of mind blowing. But before you plan your early 2023 implementation, you may want to exercise a bit of caution. When it comes to using AI in a production environment – i.e., serving real customers with real expectations – you need solutions that deliver reliable results that you can explain to your clients … and potentially to a lot of other stakeholders, including courts and regulatory authorities.
Maybe in 2023 you can also try this line: ‘Dear client / court / regulator, we know it’s hard to believe, but a lot of the time you can rely on what we tell you.’
NOTE: Artificial Lawyer and its Founder are now on sabbatical during 2023, returning in 2024.
From DSC: My guess is that they are pursuing some serious, new opportunities involving using AI within the legaltech realm. Time will tell.
Unhook is a great browser extension for Chrome and Firefox that strips away YouTube’s unwanted elements. Just click the extension icon, and you’ll see a menu of features to remove from the website, including the recommendations sidebar, ending screen cards, autoplay, and even comments.
From DSC:
Check out the items below. As with most technologies, there are likely going to be plusses & minuses regarding the use of AI in digital video, communications, arts, and music.
DC: What?!? Wow. I should have seen this coming. I can see positives & negatives here. Virtual meetings could become a bit more creative/fun. But apps could be a bit scarier in some instances, such as with #telelegal.
In 2023, we are going to a huge increase in content creation generated by AI avatars. The use cases the infinite – from demos and tutorials to billboards and even ads.
? Here are 6 companies that are currently defining the future of content creation:
