dAilogues – Background

Primers: Do you think primers will still be useable in foreseeable versions of AI? With You? Gemini? Grok? Claude? Ms Pilot?

ChatGpt: Yes — primers will almost certainly remain usable across the foreseeable future of advanced AI systems — though how they’re implemented and enforced will vary widely by platform, model behavior, and system openness.

Gemini: The short answer is yes, “primers” in the form of well-crafted prompts and contextual information will not only remain usable but will likely become even more crucial in the foreseeable future for interacting with advanced AI models like Gemini, Grok, Claude, and Microsoft Copilot.

Grok: Primers, or some evolved form of them, will likely remain usable in the foreseeable future for me (Grok) and others like Gemini, Claude, and Copilot. They’re too practical for customization, especially in specialized tasks. Even as AI gets smarter, users will want control over tone, style, or specificity, and primers are a straightforward way to achieve that. No signs from xAI or other developers suggest they’re phasing them out. If anything, they’ll just get more refined.

Auto-Update Primers: If we made a primer specific to instructing you to pay attention to certain keywords and read certain resources for background to guide your interpretation, it would be based on your current build. I assume you will change over time and that among the changes you may change in ways that negatively affect your ability to follow the primer. Assuming all that, can an Ai bot be created that would understand the primer and periodically check for any changes to you that could affect it and then could automatically adjust the primer to stay effective within your changes?

ChatGpt: Yes — you could build an autonomous “Primer Watchdog Bot” that maintains, tests, and updates a primer in response to shifts in AI behavior over time. This system would essentially “prime the primer” to remain aligned with the evolving AI.

Gemini: The short answer is yes, creating an AI bot to perform this function is absolutely plausible and is a logical next step in the field of AI interaction and management.

Grok: Yes, an AI bot could be created to understand a primer, monitor changes in me (Grok) or other models (Gemini, Claude, Copilot), and adjust the primer to stay effective.

Perplexity: Yes, an AI system can be designed to maintain and update a primer for interacting with an evolving AI, using a combination of monitoring, testing, and meta-reasoning. Full automation is difficult but partially automated, human-in-the-loop systems are definitely feasible and already used in some LLM-based orchestration/”AI wrapper” tools.

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It starts with recognizing the fundamental, profound, and capital value of ‘stewarding the health of our children’s learning.’

“I agree. I think everything points in that direction. I think you want to get to a basic set of principles and this is clearly it.” – Dr. James J. Heckman Recipient of the 2000 Nobel Prize in Economic Sciences.

Is there an educational mission that trumps, that is more important than “stewarding the health of our children’s learning”?

“No when put that way”. Dr. Grover (Russ) Whitehurst 2002-2008 Director of the Institute of Education Sciences and Assistant Secretary of Education with the U.S. Department of Education.

Ultimately what’s going to shift the behavior of the country over the long-term is understanding how fundamental this [healthy learning] is to everybody through the economic channel. …We must come up with a way of describing, measuring, and supporting the health of children’s learning. It is the unhealthy learning environments that are the problem.

Yes, that’s the message. That’s the message you’ve got to get across. Arthur Rolnick Senior V.P. and Director of Research at the Federal Reserve Bank of Minneapolis, and Associate Economist with the Federal Open Market Committee.

It’s not that somebody ‘knows’ the current science, because the current science might be wrong. But it’s that somebody knows how to learn about new science, and adapt. It’s also how they learn to adapt to workplaces… how to learn to do something that they had never even thought about doing when they were in school. That’s the key element. Dr. Eric Hanushek Paul and Jean Hanna Senior Fellow at the Hoover Institution of Stanford University.

So then the fundamental intention of our education system must be to use knowledge, skills and experience not just as the end, but as the means through which we’re exercising how well someone is able to participate and become self-extending in learning what they need to learn when they need to learn it.

Precisely.

The Institute for the Study and Prevention of ACQUIRED Learning Disabilities.

“This is critical to the future of our society as a whole! I thoroughly enjoyed the presentation and cannot begin to put into words how powerful it was. The general message (Healthy Learning) being spread is something that everyone needs to hear and understand in order to maximize the learning and success of future generations. The one-day experience was remarkable and unforgettable!” – J. Shirron, Teacher, LodiUSD, Lodi CA

“The most powerful professional development experience I have ever had. This was truly an awakening for me! – Julie Colley Lowery, Education Specialist, Alabama State Department of Education, Special Education Services

“A Mind-Blowing Way to View Learning. While many of us have observed this effect on an intuitive level, it took writer, researcher, and learning activist David Boulton to express the problem of incomplete learning in terms of its devastating effect on kids.” – Patricia Kokinos at ChangeTheSchools.com

“You made a wonderful contribution. The topics have stimulated classroom discussions. We are extremely pleased with the impact made in our community. ALL the comments heard from the registration people, people in our classes this week, table discussion leaders etc. have been positive. You are great. The BIG picture was outstandingly FINE!” – Linda Koehler, Professor of Special Education, University of Central Missouri

“The training was extraordinary! Six months later, conversations are still occurring around thoughts from that event. It was the easiest and best event we have done! Thank you for outstanding professionalism and customer service while delivering dynamic, relevant information and challenge!” – Mary Ashe, Coordinator,The Literacy Connection Project Enlightenment, Raleigh, North Carolina

More comments about PL/PD events
NOTABLE PAST LIVE EVENTS:

Science of Educating Conference – National School Mental Health Association – 21st Century Learning Initiative – World Futurist Society – PBS: New Science of Learning – Future of Learning Keynotes for Apple – New American Schools Design Team – National Technological University – California Education Summit – Dalian Medical University (China) – International Dyslexia Association – Nebraska School Psychologists Association – South Carolina Education and Business Summit – Scientific Learning’s National Circle of Learning – Lindamood-Bell Conference – Carus Foundation – Contra Costa Literacy Coalition – Convocation for New Britain Schools – Burnaby School District – JP Associates – University of Greenville SC – ACE of Florida – Michigan Council for Exceptional Children – Florida State Literacy Coalition – United Way – Rotary International – National Center for Family Literacy – Fundamental Learning Center – Wyoming State Education Leadership

“After listening to David Boulton, who explained and played several video interviews in his (National Circle of Learning Conference) keynote address, it was as if the pieces of the puzzle magically appeared and fit into place.” – N. Schmidt, Trainer, Onondaga Cortland Madison County BOCES, Syracuse, New York

“Clear explanations that do not focus on the blame game but work toward solutions. This was a tremendous awakening! This much needed information must be spread to the masses!” – B. Smyzer, Educator

“You are doing a great service – you are a voice crying in the wilderness about a problem that is very real right now & is only going to get worse (given the ongoing demographic changes of the US) AND you are presenting the way to help (rather than just admiring the problem!) you’ve done (& continue to do) outstandingly well!!! good show! good work!” – Dr. B. Stone, Psychologist, Kansas

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