Forbes 2024 AI 50 List: Top Artificial Intelligence Startups  — from forbes.com by Kenrick Cai

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.


Adobe Previews Breakthrough AI Innovations to Advance Professional Video Workflows Within Adobe Premiere Pro — from news.adobe.com

  • 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

Also relevant see:




 

AI RESOURCES AND TEACHING (Kent State University) — from aiadvisoryboards.wordpress.com

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.


A Cautionary AI Tale: Why IBM’s Dazzling Watson Supercomputer Made a Lousy Tutor — from the74million.org by Greg Toppo
With a new race underway to create the next teaching chatbot, IBM’s abandoned 5-year, $100M ed push offers lessons about AI’s promise and its limits.

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.

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.

 

Making your campus neurodivergent friendly — from timeshighereducation.com
How to create a university where neurodivergent staff and students feel welcome and thrive in the classroom, in the lab and throughout campus

Neurodivergent students and staff think about, interact with and see the world differently from their neurotypical peers and colleagues. Universities that adopt inclusive practices to welcome people with ADHD, autism, dyslexia, dyspraxia and other disabilities to campus also foster their distinct strengths and talents in the classroom, labs, boardrooms and social spaces. This collection of resources offers advice for teachers, researchers, PhD supervisors and administrators for supporting neurodiversity in higher education.


Some Colleges Will Soon Charge $100,000 a Year. How Did This Happen? — from nytimes.com by Ron Lieber; via Ryan Craig
Some Vanderbilt students will have $100,000 in total expenses for the 2024-25 school year. The school doesn’t really want to talk about it.

It was only a matter of time before a college would have the nerve to quote its cost of attendance at nearly $100,000 a year. This spring, we’re catching our first glimpse of it.

One letter to a newly admitted Vanderbilt University engineering student showed an all-in price — room, board, personal expenses, a high-octane laptop — of $98,426. A student making three trips home to Los Angeles or London from the Nashville campus during the year could hit six figures.

This eye-popping sum is an anomaly. Only a tiny fraction of college-going students will pay anything close to this anytime soon, and about 35 percent of Vanderbilt students — those who get neither need-based nor merit aid — pay the full list price.

But a few dozen other colleges and universities that reject the vast majority of applicants will probably arrive at this threshold within a few years. Their willingness to cross it raises two questions for anyone shopping for college: How did this happen, and can it possibly be worth it?


‘Running Out of Road’ for FAFSA Completion — from insidehighered.com by Liam Knox
The number of students who filled out the federal aid form is down nearly 30 percent. The ramifications for access and enrollment could be devastating.

And that’s probably an optimistic estimate, said Bill DeBaun, NCAN’s senior director of data and strategic initiatives; if the pace of completion doesn’t pick up, the decline could be closer to 700,000 students. That could translate to up to a 4 percent drop in college-goers come fall, DeBaun said, which would be the largest enrollment drop since the COVID-19 pandemic—and one that’s likely to be made up primarily of low-income and first-generation students.


Study: Nearly 40 Percent of Students Started, Never Finished College — from insidehighered.com by Kathryn Palmer
Federal researchers followed the post-secondary outcomes of 23,000 students for 12 years. 

Only 60 percent of students who enrolled in college earned a degree or credential within eight years of graduating high school.

That’s one of the biggest takeaways from a new report the National Center for Education Statistics released Monday that analyzed the enrollment, completion and financial aid outcomes of students.

The researchers tracked the postsecondary educational outcomes of roughly 23,000 students beginning in 2009 when they were freshman in high school through 2021, when the cohort was eight years out from graduating high school.


Race to the Finish | The rise of faster bachelor’s degrees raises the question: What is college for? — from chronicle.com by Kelly Field; from Jeff Selingo

Taken together, the two recent decisions illustrate a blurring of the lines between the two- and four-year sectors that is taking place not just in Idaho, but nationwide, as colleges struggle to overcome enrollment declines and skepticism about the value of a bachelor’s degree.

“It’s pretty clear that higher education is in a funk,” said Robert M. Zemsky, a University of Pennsylvania professor, who has been advocating for three-year programs for more than 15 years. “There’s a sense that we have to do something to make the product better, more relevant, and less costly to students.”


Excerpt from Next — from/by Jeff Selingo

Bottom line: While critics of a shorter degree see it as a lesser replacement for the four-year baccalaureate degree, advocates see it as another option for students who might not be interested in college at a time when enrollment is falling.

  • “We need to use this opportunity to redesign and do things better,” Carrell said. “That means that we all need to stay curious. We need to be a learning enterprise…and learn from the evidence we produce.”

Job-Ready on Day One — from the-job.beehiiv.com by Paul Fain

The U.S. faces a serious shortage of workers in the skilled trades—fields like HVAC, plumbing, electrical, solar, and construction. And those labor gaps are likely to widen as the federal government spends billions on infrastructure projects.

Employers in these industries are desperate for hires, says Doug Donovan, the founder and CEO of Interplay Learning. Yet the “challenge is not employer demand for workers,” he says, “but rather ensuring that learners learn about skilled trades careers and pursue them.”

The Austin-based Interplay offers online and VR training for workers in the skilled trades. The company was founded in 2016 with a focus on upskilling the hands-on worker. Even before the pandemic exacerbated labor shortages, Donovan says companies in these trades needed to hire workers who didn’t have all the skills required for jobs.

Interplay’s online courses and 3D, interactive simulations get close to what a learner is going to see on the job, says Donovan. “We aren’t trying to replace hands-on, instructor-led training,” he says. “We are trying to deliver tools that enhance that hands-on time or make it more efficient.”


 

 

The University Student’s Guide To Ethical AI Use  — from studocu.com; with thanks to Jervise Penton at 6XD Media Group for this resource

This comprehensive guide offers:

  • Up-to-date statistics on the current state of AI in universities, how institutions and students are currently using artificial intelligence
  • An overview of popular AI tools used in universities and its limitations as a study tool
  • Tips on how to ethically use AI and how to maximize its capabilities for students
  • Current existing punishment and penalties for cheating using AI
  • A checklist of questions to ask yourself, before, during, and after an assignment to ensure ethical use

Some of the key facts you might find interesting are:

  • The total value of AI being used in education was estimated to reach $53.68 billion by the end of 2032.
  • 68% of students say using AI has impacted their academic performance positively.
  • Educators using AI tools say the technology helps speed up their grading process by as much as 75%.
 

[Report] The Top 100 AI for Work – April 2024 — from flexos.work; with thanks to Daan van Rossum for this resource
AI is helping us work up to 41% more effectively, according to recent Bain research. We review the platforms to consider for ourselves and our teams.

Following our AI Top 150, we spent the past few weeks analyzing data on the top AI platforms for work. This report shares key insights, including the AI tools you should consider adopting to work smarter, not harder.

While there is understandable concern about AI in the work context, the platforms in this list paint a different picture. It shows a future of work where people can do what humans are best suited for while offloading repetitive, digital tasks to AI.

This will fuel the notion that it’s not AI that takes your job but a supercharged human with an army of AI tools and agents. This should be a call to action for every working person and business leader reading this.

 

Colin Levy Discusses His New Book The Legal Tech Ecosystem & the Skills Needed to Succeed in Legal Tech — from tlpodcast.com by Chad Main

In the latest episode, legal tech guru and Head of Legal at contract lifecycle management company Malbek, Colin Levy, discusses his journey into legal tech and insights from his new book “The Legal Tech Ecosystem“. His book is a plainly written look into the legal tech field, emphasizing practical tools over AI hype and underscoring the importance of adaptability, risk-taking, and continuous learning in this evolving industry.

Also see:


Virtual Legal Advising: Mastering Business and Property Matters Online — from ventsmagazine.com by Abdus Subhan

Digital transformation has dominated every industry, the legal industry has not been left behind. Virtual law, or providing legal services through online platforms, has emerged as a vital resource for individuals and businesses alike. This article explores the idea of online professional legal advice, focusing on business and property matters. It serves as a thorough guide to navigating legal issues in these domains with the aid of virtual law.


 

 

Do We Need Emotionally Intelligent AI? — from marcwatkins.substack.com by Marc Watkins

We keep breaking new ground in AI capabilities, and there seems little interest in asking if we should build the next model to be more life-like. You can now go to Hume.AI and have a conversation with an Empathetic Voice Interface. EVI is groundbreaking and extremely unnerving, but it is no more capable of genuine empathy than your toaster oven.

    • You can have the eLLM mimic a political campaign and call potential voters to sway their vote. You can do this ethically or program it to prey upon people with misinformation.
    • An eLLM can be used to socially engineer the public based on the values someone programs into it. Whose values, though?
    • Any company with a digital presence can use an eLLM like EVI to influence their customers. Imagine Alexa suddenly being able to empathize with you as a means to help persuade you to order more products.
    • An always-on, empathetic system can help a student stay on track to graduate or manipulate them into behaviors that erode their autonomy and free will.
    • Any foreign government could deploy such a system against a neighboring population and use empathy as a weapon to sow discontent within the opposing population.

From DSC:
Marc offers some solid thoughts that should make us all pause and reflect on what he’s saying. 

We can endlessly rationalize away the reasons why machines possessing such traits can be helpful, but where is the line that developers and users of such systems refuse to cross in this race to make machines more like us?

Marc Watkins

Along these lines, also see:

  • Student Chatbot Use ‘Could Be Increasing Loneliness’ — from insidehighered.com by Tom Williams
    Study finds students who rely on ChatGPT for academic tasks feel socially supported by artificial intelligence at the expense of their real-life relationships.


    They found “evidence that while AI chatbots designed for information provision may be associated with student performance, when social support, psychological well-being, loneliness and sense of belonging are considered it has a net negative effect on achievement,” according to the paper published in Studies in Higher Education.

Editing your images with DALL·E — from help.openai.com via The Rundown
You can now edit images you create with DALL·E
 

What Are AI Agents—And Who Profits From Them? — from every.to by Evan Armstrong
The newest wave of AI research is changing everything

I’ve spent months talking with founders, investors, and scientists, trying to understand what this technology is and who the players are. Today, I’m going to share my findings. I’ll cover:

  • What an AI agent is
  • The major players
  • The technical bets
  • The future

Agentic workflows are loops—they can run many times in a row without needing a human involved for each step in the task. A language model will make a plan based on your prompt, utilize tools like a web browser to execute on that plan, ask itself if that answer is right, and close the loop by getting back to you with that answer.

But agentic workflows are an architecture, not a product. It gets even more complicated when you incorporate agents into products that customers will buy.

Early reports of GPT-5 are that it is “materially better” and is being explicitly prepared for the use case of AI agents.

 

How Much Do Voice Actors Make? — from elevenlabs.io
Learn how much voice actors can expect to make and how to create passive income streams with ElevenLabs.

In the recording studio or passively, how much do voice actors make?

If you’re considering a career in the voice acting industry, you may be wondering how much do voice actors make?

A voice actor’s salary is based on many factors, from talent to type of voice work, and the ability to market yourself. Voice actors can experience massive earning potential, and a voice actor salary can range from tens of thousands of dollars to six figures a year.

In this article, we’ll explore how to make your voice talent work for you, whether you’re an entry-level voice actor or an experienced voice actor, the kind of voice actor’s salary you can expect, and what the highest-paid voice actors earn.


Also from elevenlabs.io see:

How Do Video Game AI Sound Effects Work?
Learn how AI tools are transforming the world of video game sound effect generation.

Have you ever wondered how video games create those immersive and dynamic sound effects that react to your every move? From the satisfying crunch of footsteps on different surfaces to the realistic reverberations of gunshots in various environments, game audio has come a long way.

Now, AI is revolutionizing the way video game audio is produced and experienced. AI algorithms and machine learning techniques are being leveraged to power real-time sound effect generation, creating more realistic, adaptive, and efficient sound effects that respond to player actions and in-game events in real-time. For example, ElevenLabs’ upcoming AI Sound Effects feature will allow video game developers to describe a sound and then generate it with AI.

What Are the Best AI Video Game Tools?
Looking to enhance your video generation process with AI tools? You’ve come to the right place. Learn all about the top tools and their specific use cases.

From generating realistic assets and environments to crafting compelling narratives and lifelike characters, AI is revolutionizing the way video games are designed and developed.

In this article, we will explore the different types of AI video game tools available and highlight some of the best tools in each category. We’ll delve into the key features and benefits of these tools, helping you understand how they can streamline your game development process and enhance the overall quality of your game.

Whether you’re an indie developer or part of a large studio, understanding the AI landscape and selecting the right tools for your project is crucial. We’ll provide insights into what to look for when choosing an AI video game tool, ensuring that you make an informed decision that aligns with your project’s requirements and budget.


Tools and Apps to Bring Augmented Reality into Your Classroom — from techlearning.com by Steve Baule and Dillon Martinez
These digital tools and platforms can support the use of augmented reality in the classroom, making a more dynamic and engaging learning experience

AR allows virtual 3D models, animations, and contextual information to be overlaid on the real world through mobile devices or AR headsets. The Franklin Institute provides a good overview of what constitutes AR, as does UK’s Talk Business and Tech & Learning. This immersive technology provides unique opportunities for interactive, experiential learning across numerous subjects.

For example, in a science class, students could use an AR app to visualize the 3D structure of a molecule they are studying and interact with it by rotating, resizing, or even building it atom-by-atom. For history lessons, AR can transport students to ancient archaeological sites projected on their desks, where they can explore 3D reconstructions of ruins and artifacts. Google’s Expeditions tool can allow students to take a virtual walkthrough South Africa and learn about its geography or visit the Seven New Wonders of the World.



 

Nvidia’s AI boom is only getting started. Just ask CEO Jensen Huang — from fastcompany.com by Harry McCracken
Nvidia’s chips sparked the AI revolution. Now it’s in the business of putting the technology to work in an array of industries.

Nvidia is No. 1 on Fast Company’s list of the World’s 50 Most Innovative Companies of 2024. Explore the full list of companies that are reshaping industries and culture.

Nvidia isn’t just in the business of providing ever-more-powerful computing hardware and letting everybody else figure out what to do with it. Across an array of industries, the company’s technologies, platforms, and partnerships are doing much of the heavy lifting of putting AI to work. In a single week in January 2024, for instance, Nvidia reported that it had begun beta testing its drug discovery platform, demoed software that lets video game characters speak unscripted dialogue, announced deals with four Chinese EV manufacturers that will incorporate Nvidia technology in their vehicles, and unveiled a retail-industry partnership aimed at foiling organized shoplifting.


Johnson & Johnson MedTech Works With NVIDIA to Broaden AI’s Reach in Surgery — from blogs.nvidia.com by David Niewolny

AI — already used to connect, analyze and offer predictions based on operating room data — will be critical to the future of surgery, boosting operating room efficiency and clinical decision-making.

That’s why NVIDIA is working with Johnson & Johnson MedTech to test new AI capabilities for the company’s connected digital ecosystem for surgery. It aims to enable open innovation and accelerate the delivery of real-time insights at scale to support medical professionals before, during and after procedures.

J&J MedTech is in 80% of the world’s operating rooms and trains more than 140,000 healthcare professionals each year through its education programs.


GE and NVIDIA Join Forces to Accelerate Artificial Intelligence Adoption in Healthcare — from nvidianews.nvidia.com

  • New generation of intelligent medical devices will use world’s most advanced AI platform with the goal of improving patient care
  • GE Healthcare is the first medical device company to use the NVIDIA GPU Cloud
  • New Revolution Frontier CT, powered by NVIDIA, is two times faster for image processing, proving performance acceleration has begun

Nvidia Announces Major Deals With Healthcare Companies — from cheddar.com

At the GTC A.I. conference last week, Nvidia launched nearly two dozen new A.I. powered, health care focused tools and deals with companies Johnson & Johnson and GE Healthcare for surgery and medical imaging. The move into health care space for the A.I. company is an effort that’s been under development for a decade.


Nvidia is now powering AI nurses — from byMaxwell Zeff / Gizmodo;; via Claire Zau
The cheap AI agents offer medical advice to patients over video calls in real-time

 


How Early Adopters of Gen AI Are Gaining Efficiencies — from knowledge.wharton.upenn.edu by Prasanna (Sonny) Tambe and Scott A. Snyder; via Ray Schroeder on LinkedIn
Enterprises are seeing gains from generative AI in productivity and strategic planning, according to speakers at a recent Wharton conference.

Its unique strengths in translation, summation, and content generation are especially useful in processing unstructured data. Some 80% of all new data in enterprises is unstructured, he noted, citing research firm Gartner. Very little of that unstructured data that resides in places like emails “is used effectively at the point of decision making,” he noted. “[With gen AI], we have a real opportunity” to garner new insights from all the information that resides in emails, team communication platforms like Slack, and agile project management tools like Jira, he said.


6 YouTube Channels to Stay Up to Date with AI — from heaigirl.substack.com by Diana Dovgopol
Here are some cool AI YouTube channels.

Here are 6 YouTube channels I watch to stay up to date with AI. This list will be useful whether you’re a casual AI enthusiast or an experienced programmer.

1. Matt Wolfe: AI for non-coders
This is a fast-growing YouTube channel focused on artificial intelligence for non-coders. On this channel, you’ll find videos about ChatGPT, Midjourney, and any AI tool that it’s gaining popularity.


Top AI mobile apps, Stable Video 3D, & my AI film workflow — from by Heather Cooper
Plus 1-Click 3D animation and other cool AI tools

#3 Photomath
Photomath is a comprehensive math help app that provides step-by-step explanations for a wide range of math problems, from elementary to college level. Photomath is only available as a mobile app. (link)

Features:

  • Get step-by-step solutions with multiple methods to choose from
  • Scan any math problem, including word problems, using the app’s camera
  • Access custom visual aids and extra “how” and “why” tips for deeper understanding

Google researchers unveil ‘VLOGGER’, an AI that can bring still photos to life — from venturebeat.com by Michael Nuñez

Google researchers have developed a new artificial intelligence system that can generate lifelike videos of people speaking, gesturing and moving — from just a single still photo. The technology, called VLOGGER, relies on advanced machine learning models to synthesize startlingly realistic footage, opening up a range of potential applications while also raising concerns around deepfakes and misinformation.



What We Risk By Automating Tasks We Loathe — from marcwatkins.substack.com by Marc Watkins

I’m fascinated by the potential of these tools to augment and enhance our work and creativity. There’s no denying the impressive capabilities we’re already seeing with text generation, image creation, coding assistance, and more. Used thoughtfully, AI can be a powerful productivity multiplier.

At the same time, I have significant concerns about the broader implications of this accelerating technology, especially for education and society at large. We’re traversing new ground at a breakneck pace, and it’s crucial that we don’t blindly embrace AI without considering the potential risks.

My worry is that by automating away too many tasks, even seemingly rote ones like creating slide decks, we risk losing something vital—humanity at the heart of knowledge work.


Nvidia Introduce AI Nurses — from wireprompt.substack.com | Weekkly AI Report from WirePrompt

Nvidia has announced a partnership with Hippocratic AI to introduce AI “agents” aimed at replacing nurses in hospitals. These AI “nurses” come at a significantly low cost compared to human nurses and are purportedly intended to address staffing issues by handling “low-risk,” patient-facing tasks via video calls. However, concerns are raised regarding the ethical implications and effectiveness of replacing human nurses with AI, particularly given the complex nature of medical care.



16 Changes to the Way Enterprises Are Building and Buying Generative AI — from a16z.com by Sarah Wang and Shangda Xu

TABLE OF CONTENTS

  • Resourcing: budgets are growing dramatically and here to stay
  • Models: enterprises are trending toward a multi-model, open source world
  • Use cases: more migrating to production
  • Size of total opportunity: massive and growing quickly

 

Learning Designers Call for More User Testing of Edtech Products and Teaching Materials — from edsurge.com by Jeffrey R. Young
‘Co-creating’ materials with students can lead to better outcomes, experts argue.

He notes that there aren’t good incentives for edtech companies to spend the time and effort on more-detailed testing with students. “They’re selling to the government, to the administration, to the district,” he points out. “They’re not selling to the child — the child has no purchasing power. The kids never really get heard and the teachers rarely get heard. Then they throw it into the classroom and then you’re testing, ‘Did the scores go up?’”

Experts have also called for more teachers and educators to be involved with the development of edtech products.

 

Which AI should I use? Superpowers and the State of Play — from by Ethan Mollick
And then there were three

For over a year, GPT-4 was the dominant AI model, clearly much smarter than any of the other LLM systems available. That situation has changed in the last month, there are now three GPT-4 class models, all powering their own chatbots: GPT-4 (accessible through ChatGPT Plus or Microsoft’s CoPilot), Anthropic’s Claude 3 Opus, and Google’s Gemini Advanced1.

Where we stand
We are in a brief period in the AI era where there are now multiple leading models, but none has yet definitively beaten the GPT-4 benchmark set over a year ago. While this may represent a plateau in AI abilities, I believe this is likely to change in the coming months as, at some point, models like GPT-5 and Gemini 2.0 will be released. In the meantime, you should be using a GPT-4 class model and using it often enough to learn what it does well. You can’t go wrong with any of them, pick a favorite and use it…

From DSC:
Here’s a powerful quote from Ethan:

In fact, in my new book I postulate that you haven’t really experienced AI until you have had three sleepless nights of existential anxiety, after which you can start to be productive again.


Using AI for Immersive Educational Experiences — from automatedteach.com by Graham Clay
Realistic video brings course content to life but requires AI literacy.

For us, I think the biggest promise of AI tools like Sora — that can create video with ease — is that they lower the cost of immersive educational experiences. This increases the availability of these experiences, expanding their reach to student populations who wouldn’t otherwise have them, whether due to time, distance, or expense.

Consider the profound impact on a history class, where students are transported to California during the gold rush through hyperrealistic video sequences. This vivifies the historical content and cultivates a deeper connection with the material.

In fact, OpenAI has already demonstrated the promise of this sort of use case, with a very simple prompt producing impressive results…


The Empathy Illusion: How AI Agents Could Manipulate Students — from marcwatkins.substack.com by Marc Watkins

Take this scenario. A student misses a class and, within twenty minutes, receives a series of texts and even a voicemail from a very concerned and empathic-sounding voice wanting to know what’s going on. Of course, the text is entirely generated, and the voice is synthetic as well, but the student likely doesn’t know this. To them, communication isn’t something as easy to miss or brush off as an email. It sounds like someone who cares is talking to them.

But let’s say that isn’t enough. By that evening, the student still hadn’t logged into their email or checked the LMS. The AI’s strategic reasoning is communicating with the predictive AI and analyzing the pattern of behavior against students who succeed or fail vs. students who are ill. The AI tracks the student’s movements on campus, monitors their social media usage, and deduces the student isn’t ill and is blowing off class.

The AI agent resumes communication with the student. But this time, the strategic AI adopts a different persona, not the kind and empathetic persona used for the initial contact, but a stern, matter-of-fact one. The student’s phone buzzes with alerts that talk about scholarships being lost, teachers being notified, etc. The AI anticipates the excuses the student will use and presents evidence tracking the student’s behavior to show they are not sick.


Not so much focused on learning ecosystems, but still worth mentioning:

The top 100 Gen AI Consumer Apps — from a16z.com / andreessen horowitz by Olivia Moore


 

 

GTC March 2024 Keynote with NVIDIA CEO Jensen Huang


Also relevant/see:




 

The 2024 Lawdragon 100 Leading AI & Legal Tech Advisors — from lawdragon.com by Katrina Dewey

These librarians, entrepreneurs, lawyers and technologists built the world where artificial intelligence threatens to upend life and law as we know it – and are now at the forefront of the battles raging within.

To create this first-of-its-kind guide, we cast a wide net with dozens of leaders in this area, took submissions, consulted with some of the most esteemed gurus in legal tech. We also researched the cases most likely to have the biggest impact on AI, unearthing the dozen or so top trial lawyers tapped to lead the battles. Many of them bring copyright or IP backgrounds and more than a few are Bay Area based. Those denoted with an asterisk are members of our Hall of Fame.
.


Free Legal Research Startup descrybe.ai Now Has AI Summaries of All State Supreme and Appellate Opinions — from lawnext.com by Bob Ambrogi

descrybe.ai, a year-old legal research startup focused on using artificial intelligence to provide free and easy access to court opinions, has completed its goal of creating AI-generated summaries of all available state supreme and appellate court opinions from throughout the United States.

descrybe.ai describes its mission as democratizing access to legal information and leveling the playing field in legal research, particularly for smaller-firm lawyers, journalists, and members of the public.


 
© 2024 | Daniel Christian