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- weekend ai reads for 2024-02-23
weekend ai reads for 2024-02-23
📰 ABOVE THE FOLD: RELATIONSHIPS
Laika 13 — Raised by social media
Laika is an AI teenager raised solely on social media. Her personality, ideals, and opinions are 100 % shaped by the content and climate of popular digital platforms. Through her, we can observe and understand the potential risks of consuming too much social media, without exposing real kids. Laika is used for mental health research and education.
My Tester continues in an unnervingly human vein, promising me she will dress as Jet from Gladiators and serve me virtual pints during the Spurs game. These AI bots are already remarkably well engineered to mimic the thrills and jeopardy of human seduction.
note: the main link didn’t work when we rechecked before publishing; here is an archive
This Couple Used an A.I. Lip-Dubbing App to Bridge a Language Gap / New York Times
"Love and sex with robots and holograms are an inevitable reality. They are great companions and capable of expressing empathy. Just as phones saved us from loneliness and filled the void in our lives, holograms as interactive presences in our homes can take it even further," she said.
Raising children on the eve of AI / Otherwise
It feels like in a lot of possible scenarios, nothing we could do to prepare the kids will particularly matter. Or what turns out to be helpful is so weird we can’t predict it well. So we’re just thinking about this for the possible futures where some skills matter, and we can predict them to some degree.
📻 QUOTE OF THE WEEK
People are using AI tools to help with the mundane stuff. They may not shout it from the rooftops, they may feel uneasy about where this is heading, but if it’s shaving an hour off their working day, then what harm?
Kevin Donnellan (source)
🏗️ FOUNDATIONS & CULTURE
The Future Ahead Will Be Weird AF (The Ultimate AI CoreCore Experience) - Part Two (10:26) / Silvia Dal Dosso, YouTube
Welcome to the post-post-post-truth AI world. You know it’s not real. But you find yourself making out with bots and shoes. And there is more out there. ASMR is distracting you from a slightly higher priority: survive. The Future will be weird AF.
great insight of our dystopian future
The LPU is designed to overcome the two LLM bottlenecks: compute density and memory bandwidth. An LPU has greater compute capacity than a GPU and CPU in regards to LLMs. This reduces the amount of time per word calculated, allowing sequences of text to be generated much faster. Additionally, eliminating external memory bottlenecks enables the LPU Inference Engine to deliver orders of magnitude better performance on LLMs compared to GPUs.
faster than ChatGPT to the point it almost seems fake
Air Canada must honor refund policy invented by airline’s chatbot — Air Canada appears to have quietly killed its costly chatbot support. / Ars Technica
customer support is too high-value to hand over to AI right now
Decreasing Differences in Expert Advice / Research Portal, Lancaster University
Our experiment suggests that existing evidence of decreasing differences based on the routine use of AI advice to improve writing or the gathering of information may not translate easily to sectors such as medicine or engineering where subjects have expertise and may want to trust it more at the moment of the decision than any advice they receive.
counter-point to a lot of the “rising tide lifts all boats” research
subjects with less expertise tend to over-estimate their own capabilities and ignore expert advice, thus reducing the benefit they might get from the expert
A few thoughts on Sora / John August
It seems like a long way to go from videos of cute paper craft turtles to The Matrix, but it’s worth taking the progress they’ve made here seriously. In generating video, Sora does a few things that are really difficult, and resemble human developmental milestones.
viewpoint from a relatively successful, working screenwriter (‘Go’, ‘Big Fish’, ‘Aladdin’)
Applying AI to Rebuild Middle Class Jobs / National Bureau of Economic Research
Instead, it will reshape the value and nature of human expertise. Defining terms, expertise refers to the knowledge or competency required to accomplish a particular task like taking vital signs, coding an app or catering a meal. Expertise commands a market premium if it is both necessary for accomplishing an objective and relatively scarce.
Deploying generative AI in US state governments: Pilot, scale, adopt / McKinsey & Company
States could have much to gain from using generative AI tools in their operations. A low-risk strategy may be to test some applications while preparing a longer-term implementation plan.
expandable framework
🎓 EDUCATION
Is the University of Michigan Selling Student Data to Train AI? / The Daily Beast
It is unclear whether those included in the data consented to having their audio and texts used in such a manner. However, a sample dataset downloaded by The Daily Beast included a recording of a lecture from 1999 making it highly unlikely that they knew their data would be used to train future generative AI models.
saved you a click: yes, they apparently are
we’ll assume no student in 1999 consented to having their paper used to train an LLM
The software says my student cheated using AI. They say they’re innocent. Who do I believe? | Robert Topinka / The Guardian
In the desperate scramble to combat AI, there is a real danger of penalising students who have done nothing wrong
We can be critical of AI, but we can’t pretend it doesn’t exist if we want to prepare students for a world where humans will have to live and work alongside thinking machines.
thoughtful examination of oft-repeated concern
Class Companion - AI Teaching Assistant
Instant & personalized AI feedback for written assignments
free for teachers
We Tested an AI Tutor for Kids. It Struggled With Basic Math. — Khanmigo, a ChatGPT-powered bot, made frequent calculation errors during a Journal reporter’s test / Wall Street Journal
OPINION: Not enough students with dyslexia have access to high-quality reading and writing instruction. AI can help. / Hechinger Report
📊 DATA & TECHNOLOGY
Things I Don't Know About AI — The more I learn about AI markets, the less I think I know. I list questions and some thoughts. / Elad Blog, Substack (sorry)
many good questions
This new generation also delivers a breakthrough in long-context understanding. We’ve been able to significantly increase the amount of information our models can process — running up to 1 million tokens consistently, achieving the longest context window of any large-scale foundation model yet.
two months free access for Google users
related (1), Gemma - a family of lightweight, state-of-the art open models from Google. / Google AI for Developers
A family of lightweight, state-of-the art open models built from the same research and technology used to create the Gemini models
related (2), Exclusive: Reddit in AI content licensing deal with Google / Reuters
via adam, The pain points of building a copilot / Austin Z. Henley
one of the pain point themes:
Orchestration of multiple data sources and prompts is not trivial. Systems attempt to detect the user's intent and route the workflow through multiple prompts, but that increases the surface area of failure cases.
via philipp, OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset / arXiv
related, AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts / yifanzhang-pro, GitHub
AgentKit: Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain / BCG-X-Official, GitHub
How I built NotesGPT – a full-stack AI voice note app / DEV Community
helpful for the architectural considerations and trade-offs
The Shift from Models to Compound AI Systems / The Berkeley Artificial Intelligence Research Blog
As more developers begin to build using LLMs, however, we believe that this focus is rapidly changing: state-of-the-art AI results are increasingly obtained by compound systems with multiple components, not just monolithic models.
🎉 FUN and/or PRACTICAL THINGS
Are you smarter than an LLM? / Daniel Erenrich
SheetGod — The AI tool that turns English into Excel formulas in seconds.
A+ product name
The Friar Who Became the Vatican’s Go-To Guy on A.I. — Paolo Benanti advises the Roman Catholic Church and the Italian government on the tricky questions, moral and otherwise, raised by the rapidly advancing technology. / New York Times
Strut — The all-in-one AI workspace for writing
Kin — A personal AI for your private life.
waiting list but the homepage says all the right things, including “Self-Sovereignty”
Sabio Coach — AI driven (fitness) training powered by your data
we would love to know what kind of insurance policies these companies have to take out
Visual Electric — AI image generator
Meet Visual Electric—an image generator that's built for the creative process. Say goodbye to chat and say hello to the generative canvas.
🧿 AI-ADJACENT
Kinda Nice / More! by Damola, Substack
If you have to choose between being nice and kind, the latter is a better option. The ultimate responsibility we all have is to be kind.
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