GPT-4 is already disrupting the legal sector but what does it mean for your legal practice? I spoke a few ChatGPT experts. Thanks @scottastevenson @computational @DanLinna @lawdroid @tweetatpablo @colinlachance #legaltech #lawtwitter https://t.co/7Ecq71cRwa
— Julie Sobowale (@JulieSobowale) March 27, 2023
Also from Julie Sobowale, see:
- Law’s AI revolution is here — from nationalmagazine.ca
At least this much we know. Firms need to develop a strategy around language models.
Also re: legaltech, see:
- Pioneers and Pathfinders: Richard Susskind — from seyfarth.com by J. Stephen Poor
In our conversation, Richard discusses the ways we should all be thinking about legal innovation, the challenges of training lawyers for the future, and the qualifications of those likely to develop breakthrough technologies in law, as well as his own journey and how he became interested in AI as an undergraduate student.
Also re: legaltech, see:
- AI and the Law: What You Need To Know — from medium.com by Paul DelSignore
The AI Topic Nobody Is Talking About
Also relevant/see:
- “Godfather of artificial intelligence” weighs in on the past and potential of AI — from cbsnews.com
- Sketching the Field of AI Tools for Local Newsrooms — from medium.com by Dalia Hashim
- Adobe Firefly, Bing Image Creator, Canva’s AI, ChatGPT Plugins, Google Workspace AI, Microsoft Loop, Runway Gen2 – Volume 03 — from heatherbcooper.substack.com by Heather Cooper
Another week of everything, everywhere, all at once in AI news – and get my free AI Visual toolkit! - It takes a few dollars and 8 minutes to create a deepfake. And that’s only the start — from npr.org by Shannon Bond; with thanks to Mr. Robert Gibson on LinkedIn for this resource
- We’ve just gone from a simple teacher-learner model to a new world of AI teachers – a new pedAIgogy — from donaldclarkplanb.blogspot.com by Donald Clark
- ChatGPT is about to revolutionize the economy. We need to decide what that looks like. — from technologyreview.com by David Rotman
New large language models will transform many jobs. Whether they will lead to widespread prosperity or not is up to us. - Is GPT-4 Worth the Subscription? Here’s What You Should Know — from wired.com Reece Rogers
The new algorithm is exclusive to ChatGPT Plus, OpenAI’s subscriber-only service. We signed up and put it to the test. - Superhuman: What can AI do in 30 minutes? — from oneusefulthing.substack.com Ethan Mollick
AI multiplies your efforts. I found out by how much…
How can we teach and assess with ChatGPT? — from timeshighereducation.com by Soumyadeb Chowdhury and Samuel Fosso Wamba
A guide to designing teaching and assessments that encourage students to learn with and about ChatGPT
Excerpts:
- Design activities that require reflection:
- Link essay-type assignments to novel case studies:
- Ask for more in essay assessments:
- Discuss openly the importance of human skills in their future careers:
Also relevant/see:
- ChatGPT can generate, but can it create? — from ecampusnews.com Dr. Lee Ann Dickerson; with thanks to Ray Schroeder for posting this resource on LinkedIn
The AI chatbot is taking many of us in education by surprise and startling more of us to attention
Also relevant/see:
Some thoughts on AI, education and intellectual milieus.
— Henrik Karlsson (@phokarlsson) March 22, 2023
Also relevant/see:
AI in the Classroom, Teachers as Learners, Denver-bound, and more — from ed3.beehiiv.com by Scott Meyer
The most exciting ideas in education, hand-picked for you
Explore Breakthroughs in AI, Accelerated Computing, and Beyond at GTC — from nvidia.com
The Conference for the Era of AI and the Metaverse
Addendums on 3/22/23:
Generative AI for Enterprises — from nvidia.com
Custom-built for a new era of innovation and automation.
Excerpt:
Impacting virtually every industry, generative AI unlocks a new frontier of opportunities—for knowledge and creative workers—to solve today’s most important challenges. NVIDIA is powering generative AI through an impressive suite of cloud services, pre-trained foundation models, as well as cutting-edge frameworks, optimized inference engines, and APIs to bring intelligence to your enterprise applications.
NVIDIA AI Foundations is a set of cloud services that advance enterprise-level generative AI and enable customization across use cases in areas such as text (NVIDIA NeMo™), visual content (NVIDIA Picasso), and biology (NVIDIA BioNeMo™). Unleash the full potential with NeMo, Picasso, and BioNeMo cloud services, powered by NVIDIA DGX™ Cloud—the AI supercomputer.
On the K-12 side of things:
6 Ways to Use ChatGPT to Save Time — from edutopia.org by Todd Finley
Teachers can use the artificial intelligence tool to effectively automate some routine tasks.
Excerpt:
In the paragraphs that follow, I’ve divided these tasks into the following categories: planning instruction, handouts and materials, differentiation, correspondence, assessment, and writing instruction and feedback. Welcome to the revolution.
Lesson plans: Ask ChatGPT to write a lesson plan on, say, Westward Expansion. The tool composes assessments, activities, scaffolding, and objectives. Want that in the form of problem-based learning or revised for a flipped classroom? ChatGPT can adjust the lesson plan according to your instructions.
I’m a high school math and science teacher who uses ChatGPT, and it’s made my job much easier — from businessinsider-com.cdn.ampproject.org by Aaron Mok; with thanks to Robert Gibson on LinkedIn for this resource
Excerpt:
- Shannon Ahern, a high school math and science teacher, was afraid that ChatGPT would take her job.
- But her mind changed after she started using the AI for class prep, which saved her hours of time.
- Here’s how Ahern is using ChatGPT to make her job easier, as told to Insider’s Aaron Mok.
On the higher education side of things:
Using AI to make teaching easier & more impactful — from oneusefulthing.substack.com by Ethan Mollick
Here are five strategies and prompts that work for GPT-3.5 & GPT-4
Excerpt:
But one thing that is not changing is the best way for people to learn. We have made large advances in recent years in understanding pedagogy – the science of learning. We know some of the most effective techniques for making sure material sticks and that it can be retrieved and used when needed most.
Unfortunately, many of these advanced pedagogical techniques are time-consuming to prepare, and many instructors are often overworked and do not have the resources and time to add them to their teaching repertoire. But AI can help. In the rush to deliver AI benefits directly to students, the role of teachers is often overlooked.
Teaching: What You Need to Know About ChatGPT — from chronicle.com by Beth McMurtrie
Excerpt:
Digital literacy is more important than ever. Artificial-intelligence tools, and generative AI in particular, raise a host of ethical, political, economic, and social questions. Plus, this tech is soon going to be everywhere, including students’ future professions. (The technology behind ChatGPT, in fact, just got an upgrade this week.) Colleges need to figure out how to graduate digitally savvy students in all disciplines.
“The integration of technology into our lives is so pervasive that the restriction of education about AI to the computer scientists and the computer engineers makes no more sense than the restriction of taking English classes by English majors,” said Weber.
Copilot — A whole new way to work — from news.microsoft.com
- Copilot in Word writes, edits, summarizes and creates right alongside people as they work.
- Copilot in PowerPoint enables the creation process by turning ideas into a designed presentation through natural language commands.
- Copilot in Excel helps unlock insights, identify trends or create professional-looking data visualizations in a fraction of the time.
- Copilot in Outlook can help synthesize and manage the inbox to allow more time to be spent on actually communicating.
- Copilot in Teams makes meetings more productive with real-time summaries and action items directly in the context of the conversation.
- Copilot in Power Platform will help developers of all skill levels accelerate and streamline development with low-code tools with the introduction of two new capabilities within Power Apps and Power Virtual Agents.
- Business Chat brings together data from across documents, presentations, email, calendar, notes and contacts to help summarize chats, write emails, find key dates or even write a plan based on other project files.
Introducing Microsoft 365 Copilot – your copilot for work — from blogs.microsoft.com by Jared Spataro
“Today marks the next major step in the evolution of how we interact with computing, which will fundamentally change the way we work and unlock a new wave of productivity growth,” said Satya Nadella, Chairman and CEO, Microsoft. “With our new copilot for work, we’re giving people more agency and making technology more accessible through the most universal interface — natural language.”
Introducing Microsoft 365 Copilot — A whole new way to work — from microsoft.com by Colette Stallbaumer
Excerpt:
Copilot is integrated into Microsoft 365 in two ways. It works alongside you, embedded in the Microsoft 365 apps you use every day—Word, Excel, PowerPoint, Outlook, Teams, and more—to unleash creativity, unlock productivity, and uplevel skills. Today, we’re also announcing an entirely new experience: Business Chat. Business Chat works across the LLM, the Microsoft 365 apps, and your data—your calendar, emails, chats, documents, meetings, and contacts—to do things you’ve never been able to do before. You can give it natural language prompts like “tell my team how we updated the product strategy” and it will generate a status update based on the morning’s meetings, emails, and chat threads.
A new era for AI and Google Workspace — from workspace.google.com by Johanna Voolich Wright
Excerpt:
As we embark on this next journey, we will be bringing these new generative-AI experiences to trusted testers on a rolling basis throughout the year, before making them available publicly.
With these features, you’ll be able to:
- draft, reply, summarize, and prioritize your Gmail
- brainstorm, proofread, write, and rewrite in Docs
- bring your creative vision to life with auto-generated images, audio, and video in Slides
- go from raw data to insights and analysis via auto-completion, formula generation, and
- contextual categorization in Sheets
- generate new backgrounds and capture notes in Meet
- enable workflows for getting things done in Chat
Here’s a look at the first set of AI-powered features, which make writing even easier.
HOW DUOLINGO’S AI LEARNS WHAT YOU NEED TO LEARN — from spectrum.ieee.org by Klinton Bicknell, Claire Brust, and Burr Settles
The AI that powers the language-learning app today could disrupt education tomorrow
Excerpt:
It’s lunchtime when your phone pings you with a green owl who cheerily reminds you to “Keep Duo Happy!” It’s a nudge from Duolingo, the popular language-learning app, whose algorithms know you’re most likely to do your 5 minutes of Spanish practice at this time of day. The app chooses its notification words based on what has worked for you in the past and the specifics of your recent achievements, adding a dash of attention-catching novelty. When you open the app, the lesson that’s queued up is calibrated for your skill level, and it includes a review of some words and concepts you flubbed during your last session.
The AI systems we continue to refine are necessary to scale the learning experience beyond the more than 50 million active learners who currently complete about 1 billion exercises per day on the platform.
Although Duolingo is known as a language-learning app, the company’s ambitions go further. We recently launched apps covering childhood literacy and third-grade mathematics, and these expansions are just the beginning. We hope that anyone who wants help with academic learning will one day be able to turn to the friendly green owl in their pocket who hoots at them, “Ready for your daily lesson?”
Also relevant/see:
Duolingo turned to OpenAI’s GPT-4 to advance the product with two new features: Role Play, an AI conversation partner, and Explain my Answer, which breaks down the rules when you make a mistake, in a new subscription tier called Duolingo Max.
“We wanted AI-powered features that were deeply integrated into the app and leveraged the gamified aspect of Duolingo that our learners love,” says Bodge.
Also relevant/see:
The following is a quote from Donald Clark’s posting on LinkedIn.com today:
The whole idea of AI as a useful teacher is here. Honestly it’s astounding. They have provided a Socratic approach to an algebra problem that is totally on point. Most people learn in the absence of a teacher or lecturer. They need constant scaffolding, someone to help them move forward, with feedback. This changes our whole relationship with what we need to know, and how we get to know it. Its reasoning ability is also off the scale.
We now have human teachers, human learners but also AI teachers and AI that learns. It used to be a diad, it is now a tetrad – that is the basis of the new pedAIgogy.
Personalised, tutor-led learning, in any subject, anywhere, at any time for anyone. That has suddenly become real.
Also relevant/see:
Introducing Duolingo Max, a learning experience powered by GPT-4 — from blog.duolingo.com
Excerpts:
We believe that AI and education make a great duo, and we’ve leveraged AI to help us deliver highly-personalized language lessons, affordable and accessible English proficiency testing, and more. Our mission to make high-quality education available to everyone in the world is made possible by advanced AI technology.
Explain My Answer offers learners the chance to learn more about their response in a lesson (whether their answer was correct or incorrect!)
…
Roleplay allows learners to practice real-world conversation skills with world characters in the app.
Unveiling GPT-4 — our large multimodal model that exhibits human-level performance on various professional and academic benchmarks. With iterative alignment and adversarial testing, it’s our best-ever model on factuality, steerability, and safety.https://t.co/rjsIYWTN3Y
— Mira Murati (@miramurati) March 14, 2023
…which links to openai.com/research/gpt-4
Also relevant/see:
See the recording from the GPT-4 Developer Demo
About GPT-4
GPT-4 can solve difficult problems with greater accuracy, thanks to its broader general knowledge and advanced reasoning capabilities.
You can learn more through:
- Overview page of GPT-4 and what early customers have built on top of the model.
- Blog post with details on the model’s capabilities and limitations, including eval results.
From DSC:
I do hope that the people building all of this are taking enough time to ask, “What might humans do with these emerging technologies — both positively AND negatively?” And then put some guard rails around things.
Also relevant/see:
Now do education.
I need help doing x.
Videos are surfaced. AI asks questions about content. AI provides credential so student can use for new opportunities. https://t.co/bRvr5Oetka
— Scott David Meyer (@MrScottMeyer) March 2, 2023