AI Cheatsheet Collection — from enchanting-trader-463.notion.site; via George Siemens Here are the 30 best AI Cheat Sheets/Guides we collected from the internet
The Rundown: Adobe just announced a new upgrade to its Firefly image generation model, bringing improvements in image quality, stylization capabilities, speed, and details – along with new AI integrations.
The details:
Firefly Image 3 promises new photorealistic quality, improved text rendering, better prompt understanding, and enhanced illustration capabilities.
New Structure and Style Reference tools allow users more precise control over generations.
Photoshop updates include an improved Generative Fill, Generate Image, Generate Similar, Generate Background, and Enhance Detail.
Adobe emphasized training the model on licensed content, with Firefly images automatically getting an AI metadata tag.
3. After 3 years of failed attempts, Leonardo Sens finally managed to capture this fantastic shot of the Christ the Redeemer statue in Brazil seemingly holding the moon. pic.twitter.com/9qQ1lXh0sz
As an adaptive trait, curiosity draws us to seek information and new experiences. It’s how we learn about ourselves, others, and the world.
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They’re a diverse group of people, but the literature suggests that they share some common habits that support their personal and professional growth.
Most New Year’s resolutions are buried by now. April’s a great time for a fresh start. So today’s post focuses on simple, useful tools to help you revive a good habit or two. Read on for my favorite app for tracking habits and a few alternatives.
Meeting Students’ Needs for Emotional Support — from edutopia.org by Zi Jia Ng A new survey finds that a large percentage of students don’t feel that they have an adult to turn to at school when they’re troubled.
Only 55 percent of elementary school students (grades three through five), 42 percent of middle school students, and 40 percent of high school students in the United States have an adult at school they can talk to when they feel upset or stressed, according to a survey of more than 200,000 students across 20 different states. At every age, students benefit from a hand to hold, an ear to listen, and a heart to understand them.
Here’s one strategy for helping to ensure that every student has a trusted adult at school.
AN ANTIDOTE TO PROCRASTINATION
There are effective preventive measures that teachers can take to support middle and high school students with time-management and organizational skills. Still, some students inevitably may find themselves behind at the end of the semester and need individualized Tier 2 interventions as a result of their procrastination.
A Tier 2 strategy that teachers can use to support student efforts to pass classes during the end-of-the-semester scramble is the creation of individual PDSA (plan, do, study, act) cycles. A PDSA cycle is a process in which teachers and students work together to create a plan for improvement; implement, or do, the plan; study if the plan’s actions were successful; and act to create long-term improvement actions based on the results of the plan.
In PDSA cycles, teachers work with their students to create plans for success. These plans can be used either with a whole group or on an individual basis. Through working one-on-one with students this way, I’ve seen large gains in student achievement and agency.
Though it had been a bit since our previous check-in, the major drop in how students were doing overall was staggering—yet also very much tracked with the “vibe” of the classroom of late: students still feel pretty good about what we’re doing, but overall are exhausted and stressed, each in their own way but collectively as well.
My plan on Monday, then?
To share these results with the entire classroom followed by a simple question:
“If you were the teacher and you saw this feedback, what would you think and, more importantly, what would you do?”
And then I’ll listen to what they have to say.
Reflecting back on my own classroom over the years, though, too often the collecting of the feedback became a dead end as far as how students experienced this: they gave their results and then those results disappeared into the digital ether, in their eyes.
$1.5 billion The accumulated deficit that 2U has racked up following years of operating losses, according to its financial statements. Student advocacy groups recently called on the U.S. Department of Education to prepare for the “looming collapse” of the online program management company, though 2U has pushed back against those predictions.
10 David praised the Lord in the presence of the whole assembly, saying,
“Praise be to you, Lord, the God of our father Israel, from everlasting to everlasting. 11 Yours, Lord, is the greatness and the power and the glory and the majesty and the splendor, for everything in heaven and earth is yours. Yours, Lord, is the kingdom; you are exalted as head over all.
1 Why do the nations conspire[a] and the peoples plot in vain? 2 The kings of the earth rise up and the rulers band together against the Lord and against his anointed, saying, 3 “Let us break their chains and throw off their shackles.”
4 The One enthroned in heaven laughs; the Lord scoffs at them. 5 He rebukes them in his anger and terrifies them in his wrath, saying, 6 “I have installed my king on Zion, my holy mountain.”
7 I will proclaim the Lord’s decree:
He said to me, “You are my son; today I have become your father. 8 Ask me, and I will make the nations your inheritance, the ends of the earth your possession. 9 You will break them with a rod of iron[b]; you will dash them to pieces like pottery.”
10 Therefore, you kings, be wise; be warned, you rulers of the earth. 11 Serve the Lord with fear and celebrate his rule with trembling.
[Per Chris Dede] We often think of the product of teaching as the outcome (e.g. an essay, a drawing, etc.). The essence of education, in my view, lies not in the products or outcomes of learning but in the journey itself. The artifact is just a symbol that you’ve taken the journey.
The process of learning — the exploration, challenges, and personal growth that occur along the way — is where the real value lies. For instance, the act of writing an essay is valuable not merely for the final product but for the intellectual journey it represents. It forces you to improve and organize your thinking on a subject.
This distinction becomes important with the rise of generative AI, because it uniquely allows us to produce these artifacts without taking the journey.
As I’ve argued previously, I am worried that all this hype around LLMs renders them a “type of digital duct-tape to hold together an obsolete industrial-era educational system”.
Speaking of AI in our learning ecosystems, also see:
Usage Guidelines for AI Generative Tools at College Unbound These guidelines were created and reviewed by College Unbound students in Spring 2023 with the support of Lance Eaton, Director of Faculty Development & Innovation. The students include S. Fast, K. Linder-Bey, Veronica Machado, Erica Maddox, Suleima L., Lora Roy.
A recent study has found that scientific citations generated by ChatGPT often do not correspond to real academic work. The study, published in the Canadian Psychological Association’s Mind Pad, found that “false citation rates” across various psychology subfields ranged from 6% to 60%. Surprisingly, these fabricated citations feature elements such as legitimate researchers’ names and properly formatted digital object identifiers (DOIs), which could easily mislead both students and researchers.
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MacDonald found that a total of 32.3% of the 300 citations generated by ChatGPT were hallucinated. Despite being fabricated, these hallucinated citations were constructed with elements that appeared legitimate — such as real authors who are recognized in their respective fields, properly formatted DOIs, and references to legitimate peer-reviewed journals.
The artificial intelligence sector has never been more competitive. Forbes received some 1,900 submissions this year, more than double last year’s count. Applicants do not pay a fee to be considered and are judged for their business promise and technical usage of AI through a quantitative algorithm and qualitative judging panels. Companies are encouraged to share data on diversity, and our list aims to promote a more equitable startup ecosystem. But disparities remain sharp in the industry. Only 12 companies have women cofounders, five of whom serve as CEO, the same count as last year. For more, see our full package of coverage, including a detailed explanation of the list methodology, videos and analyses on trends in AI.
New Generative AI video tools coming to Premiere Pro this year will streamline workflows and unlock new creative possibilities, from extending a shot to adding or removing objects in a scene
Adobe is developing a video model for Firefly, which will power video and audio editing workflows in Premiere Pro and enable anyone to create and ideate
Adobe previews early explorations of bringing third-party generative AI models from OpenAI, Pika Labs and Runway directly into Premiere Pro, making it easy for customers to draw on the strengths of different models within the powerful workflows they use every day
AI-powered audio workflows in Premiere Pro are now generally available, making audio editing faster, easier and more intuitive
AI Resources and Teaching | Kent State University offers valuable resources for educators interested in incorporating artificial intelligence (AI) into their teaching practices. The university recognizes that the rapid emergence of AI tools presents both challenges and opportunities in higher education.
The AI Resources and Teaching page provides educators with information and guidance on various AI tools and their responsible use within and beyond the classroom. The page covers different areas of AI application, including language generation, visuals, videos, music, information extraction, quantitative analysis, and AI syllabus language examples.
For all its jaw-dropping power, Watson the computer overlord was a weak teacher. It couldn’t engage or motivate kids, inspire them to reach new heights or even keep them focused on the material — all qualities of the best mentors.
It’s a finding with some resonance to our current moment of AI-inspired doomscrolling about the future of humanity in a world of ascendant machines. “There are some things AI is actually very good for,” Nitta said, “but it’s not great as a replacement for humans.”
His five-year journey to essentially a dead-end could also prove instructive as ChatGPT and other programs like it fuel a renewed, multimillion-dollar experiment to, in essence, prove him wrong.
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To be sure, AI can do sophisticated things such as generating quizzes from a class reading and editing student writing. But the idea that a machine or a chatbot can actually teach as a human can, he said, represents “a profound misunderstanding of what AI is actually capable of.”
Nitta, who still holds deep respect for the Watson lab, admits, “We missed something important. At the heart of education, at the heart of any learning, is engagement. And that’s kind of the Holy Grail.”
From DSC: This is why the vision that I’ve been tracking and working on has always said that HUMAN BEINGS will be necessary — they are key to realizing this vision. Along these lines, here’s a relevant quote:
Another crucial component of a new learning theory for the age of AI would be the cultivation of “blended intelligence.” This concept recognizes that the future of learning and work will involve the seamless integration of human and machine capabilities, and that learners must develop the skills and strategies needed to effectively collaborate with AI systems. Rather than viewing AI as a threat to human intelligence, a blended intelligence approach seeks to harness the complementary strengths of humans and machines, creating a symbiotic relationship that enhances the potential of both.
Per Alexander “Sasha” Sidorkin, Head of the National Institute on AI in Society at California State University Sacramento.
While the nation’s public schools in recent decades have emphasized college preparation, Mike Rowe of “Dirty Jobs” fame has been preaching the gospel of vocational education. His efforts may be paying off.
The Wall Street Journal reported recently that enrollment in vocational training programs has soared recently as many institutions of higher education struggle to attract high school graduates.
The number of students opting to attend “vocational-focused community colleges rose 16 percent last year,” while the number of students entering the construction trades jumped 23 percent.
“The conversation about AI bias is broadening,” said psychologist Tara Behrend, PhD, a professor at Michigan State University’s School of Human Resources and Labor Relations who studies human-technology interaction and spoke at CES about AI and privacy. “Agencies and various academic stakeholders are really taking the role of psychology seriously.”
The NY State Bar Association (NYSBA) Task Force on Artificial Intelligence has issued a nearly 80 page report (Report) and recommendations on the legal, social and ethical impact of artificial intelligence (AI) and generative AI on the legal profession. This detailed Report also reviews AI-based software, generative AI technology and other machine learning tools that may enhance the profession, but which also pose risks for individual attorneys’ understanding of new, unfamiliar technology, as well as courts’ concerns about the integrity of the judicial process. It also makes recommendations for NYSBA adoption, including proposed guidelines for responsible AI use. This Report is perhaps the most comprehensive report to date by a state bar association. It is likely this Report will stimulate much discussion.
For those of you who want the “Cliff Notes” version of this report, here is a table that summarizes by topic the various rules mentioned and a concise summary of the associated guidance.
A new company called Archetype is trying to tackle that problem: It wants to make AI useful for more than just interacting with and understanding the digital realm. The startup just unveiled Newton — “the first foundation model that understands the physical world.”
What’s it for?
A warehouse or factory might have 100 different sensors that have to be analyzed separately to figure out whether the entire system is working as intended. Newton can understand and interpret all of the sensors at the same time, giving a better overview of how everything’s working together. Another benefit: You can ask Newton questions in plain English without needing much technical expertise.
How does it work?
Newton collects data from radar, motion sensors, and chemical and environmental trackers
It uses an LLM to combine each of those data streams into a cohesive package
It translates that data into text, visualizations, or code so it’s easy to understand
Apple has entered into a significant agreement with stock photography provider Shutterstock to license millions of images for training its artificial intelligence models. According to a Reuters report, the deal is estimated to be worth between $25 million and $50 million, placing Apple among several tech giants racing to secure vast troves of data to power their AI systems.
AWS, Educause partner on generative AI readiness tool — from edscoop.com by Skylar Rispens Amazon Web Services and the nonprofit Educause announced a new tool designed to help higher education institutions gauge their readiness to adopt generative artificial intelligence.
Amazon Web Services and the nonprofit Educause on Monday announced they’ve teamed up to develop a tool that assesses how ready higher education institutions are to adopt generative artificial intelligence.
Through a series of curated questions about institutional strategy, governance, capacity and expertise, AWS and Educause claim their assessment can point to ways that operations can be improved before generative AI is adopted to support students and staff.
“Generative AI will transform how educators engage students inside and outside the classroom, with personalized education and accessible experiences that provide increased student support and drive better learning outcomes,” Kim Majerus, vice president of global education and U.S. state and local government at AWS, said in a press release. “This assessment is a practical tool to help colleges and universities prepare their institutions to maximize this technology and support students throughout their higher ed journey.”
Speaking of AI and our learning ecosystems, also see:
At a moment when the value of higher education has come under increasing scrutiny, institutions around the world can be exactly what learners and employers both need. To meet the needs of a rapidly changing job market and equip learners with the technical and ethical direction needed to thrive, institutions should familiarize students with the use of AI and nurture the innately human skills needed to apply it ethically. Failing to do so can create enormous risk for higher education, business and society.
What is AI literacy?
To effectively utilize generative AI, learners will need to grasp the appropriate use cases for these tools, understand when their use presents significant downside risk, and learn to recognize abuse to separate fact from fiction. AI literacy is a deeply human capacity. The critical thinking and communication skills required are muscles that need repeated training to be developed and maintained.
Thanks for dropping by my Learning Ecosystems blog!
My name is Daniel Christian and this blog seeks to cover the teaching and learning environments within the K-12 (including homeschooling, learning pods/micro-schools), collegiate, and corporate training spaces -- whether those environments be face-to-face, blended, hyflex, or 100% online.
Just as the organizations that we work for have their own learning ecosystems, each of us has our own learning ecosystem. We need to be very intentional about enhancing those learning ecosystems -- as we all need to be lifelong learners in order to remain marketable and employed. It's no longer about running sprints (i.e., getting a 4-year degree or going to a vocational school and then calling it quits), but rather, we are all running marathons now (i.e., we are into lifelong learning these days).
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