AI definitions: AI consultants

AI consultants – This job involves helping businesses adopt and implement AI by offering a strategic roadmap, technical expertise, and project leadership. The AI consultant must facilitate communication between a company’s departments to marry technical knowledge with business needs. After the AI is deployed, it is this person’s job to help set up ways to monitor outcomes. Besides possessing a robust AI education, the AI consultant will need to stay on top of trends and changes in the industry.

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I can’t and I don’t

Every time you tell yourself “I can't”, you're creating a feedback loop that is a reminder of your limitations. This terminology indicates that you're forcing yourself to do something you don't want to do.

In comparison, when you tell yourself “I don't”, you're creating a feedback loop that reminds you of your control and power over the situation. It's a phrase that can propel you towards breaking your bad habits and following your good ones.

“I can't” and “I don't” are words that seem similar and we often interchange them for one another, but psychologically they can provide very different feedback and, ultimately, result in very different actions. They aren't just words and phrases. They are affirmations of what you believe, reasons for why you do what you do, and reminders of where you want to go.

The ability to overcome temptation and effectively say no is critical not only to your physical health, but also to maintaining a sense of well–being and control in your mental health.

To put it simply: you can either be the victim of your words or the architect of them. Which one would you prefer?

James Clear 

19 Webinars this week about AI, Journalism & Media

Mon, May 11 - The Stories We Carry: Exploring our Implicit Bias and Creating Equitable Change

What: This interactive session invites nonprofit professionals to explore implicit bias with curiosity rather than blame, building awareness through reflection, dialogue, and real world application. Participants will deepen their understanding of how empathy and emotional intelligence help interrupt automatic assumptions and strengthen leadership. The session concludes with practical tools to align organizational values with everyday practices.

Who: Syah B., Syah B. Consulting.

When: 12 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: Nonprofit Learning Lab

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Mon, May 11 - Common AI use cases in CX

What: We will walk through real-world AI use cases to help you better understand how AI can support your organization’s public services.

Who: Luke Norris  Vice President, Platform Strategy & Digital Transformation, Granicus.

When: 4 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: GovLoop

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Mon, May 11 - Strengthen your Science Reporting

What: This webinar will offer tips for building and sustaining strong relationships with scientist sources, getting past jargon, and drawing out clearer, more colorful quotes. We’ll explore findings from the Journalism Resource survey on the barriers journalists face when working with researchers, and how to overcome them. You’ll learn how to increase your odds of getting a response, make interviews more engaging, and turn complex studies into accessible stories.

When: 8 pm, Eastern

Where: Zoom

Cost: Free to members

Sponsor: EurekAlert!

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Tue, May 12 - What are journalists around the world doing with AI?

What: This session explores how newsrooms internationally are using AI and automation in practice, from content production workflows to local data projects that serve communities more effectively. You’ll look at real-world examples from Scandinavia, the US and beyond, with a focus on where organisations are drawing editorial red lines and how they are balancing efficiency with trust.

Who: Cecilia Campbell, Senior Strategy Advisor at United Robots. 

When: 7:30 am, Eastern

Where: Zoom

Cost: Free

Sponsor: Women in Journalism

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Tue, May 12 - Designing Learning Ecosystems with AI: Moving Beyond Prompting

What: This webinar supports educators in shifting from using AI as a prompting tool to designing intentional, student-centered learning ecosystems that integrate AI in meaningful ways.

Who: Kimberly Niebauer, a teacher with 26 years of service in Duval County Public Schools; Aynul Dean, who teaches sixth-grade English and mathematics and occasionally supports high school students in physics and chemistry; Kelly McNeil, a Senior Learning Experience Designer at Digital Promise.

When: 10 am, Eastern

Where: Zoom

Cost: Free

Sponsor: HP AI Teacher Academy 2.0

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Tue, May 12 - Perplexity: From answer engine to AI interface layer - what it means for publishers

What: How Perplexity’s product and partnership model is evolving in practice, what has been learned from the first wave of publisher collaborations, and how the company is thinking about value, attribution, and scale in an AI-mediated web.

Who: Jessica Chan, Head of Publisher Partnerships, Perplexity; Ezra Eema, Lead, AI in Media, WAN-IFRA; Kevin Anderson, Director of the Digital Revenue Network, WAN-IFRA.

When: 11 am, Eastern

Where: Zoom

Cost: Free

Sponsor: World Association of News Publishers

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Tue, May 12 - Criticality in the Age of AI: Navigating "Shiny Object Syndrome" for Learning Leaders

What: In this mindset-focused session, we are hitting pause on the hype cycle to focus on criticality. We will explore how to stop chasing every new "squirrel" and start building a deliberate, effective tech stack. 

Who: Garima Gupta, Founder & CEO, Artha Learning Inc.

When: 12 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: Training Magazine Network

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Tue, May 12 - Data-Driven Decision-Making: From Dashboards to AI Automation 

What: We will explore how nonprofits can utilize real-time analytics, predictive modeling, and AI-powered automation to enhance forecasting and informed operational decision-making. Attendees will learn how to identify the metrics that matter most, connect data across systems, and build a culture where data is trusted, accessible, and actively used to guide smarter decisions across their organization.

Who: Zach Patton Tapp Network  HubSpot Solutions Manager; Julian Gerace Tapp Network  Digital Solutions Manager.

When: 1 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: TechSoup

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Tue, May 12 - Accessible by Design: Disability and the Inclusive Campus

What: This online panel, moderated by a Chronicle journalist, will explore how institutions are applying universal-design principles and using AI-driven inclusive tools to make both in person and online experiences more accessible.

Who: Alexander Kafka, Senior Editor, The Chronicle of Higher Education; Michelle Deal, Director of Learning Technologies Research and Development, Landmark College; Casaundra Maimone, Associate General Counsel for Student Affairs, Howard University; Rivka Molinsky, Associate Dean of Students and Innovation, School of Health Sciences, Touro University; Donna Patterson, Director of Africana Studies and Professor, Department of History, Political Science, Philosophy, and Law Studies, Delaware State University.

When: 2 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: Chronicle of Higher Ed

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Tue, May 12 - The Press Under Threat: Protecting Journalism and the Public’s Right to Know

What: At a time when journalists and media workers face increasing threats—from criminalization and harassment to digital surveillance and political intimidation—this webinar will discuss the current threats facing journalists and media workers globally, from legal harassment to digital surveillance and political intimidation. Panelists will discuss how robust advocacy, legal protections, and active community engagement can defend and expand press freedom, safeguard reporters, and uphold the public’s right to know.

When: 8 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: Amnesty International

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Wed, May 13 - PRGN Influence Insights Launch Event

What: The key findings of the PRGN Influence Insights 2026, the second edition of the global survey on brand influence.

Who: Abbie S. Fink, Marketing Committee Chair, PRGN; Frédéric François, President, PRGN; Jeffrey Henning Chief Research Officer, Researchscape International; Gábor Jelinek Executive Director, PRGN.

When: 11 am, Eastern

Where: Zoom

Cost: Free

Sponsor: The Public Relations Global Network 

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Wed, May 13 - Artificial Intelligence, Higher Education, and the Future of Knowledge

What: This panel will address what it will take to ensure that students, educators, and institutions retain real agency in the age of AI. If AI is like many widely accessible technologies that have come before, then existing institutions remain the key drivers of change. But if AI fundamentally reshapes knowledge architecture, then the institutions of higher education that have long shaped that foundation face a deeper strategic reckoning.

Who: George Siemens, Professor and Executive Director of the Learning Innovation and Networked Knowledge Research Lab, University of Texas at Arlington; Prem Trivedi, Director, Open Technology Institute, New America; Kevin Carey, Vice President, Education & Work; Sydney Saubestre Senior Policy Analyst, Open Technology Institute, New America.

When: 12:00 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: New America  

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Wed, May 13 - True Fakery: How Publishing Scams are Cheating Writers. And what you can do about it

What: Join four of the world’s leading investigators of publishing scams who will tell you how to detect and protect yourself from on-line scammers and seek legal resolution if you have been scammed.

Who: Kelly Burke investigative reporter, The Guardian; Chris Kayser. President & CEO of Cybercrime Analytics; Victoria Strauss, author of nine fantasy novels.

When: 1:30 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: American Society of Journalists and Authors

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Thu, May 14 - ChatGPT for Higher Education Faculty

What: Join this live faculty-facing training session to learn how to use ChatGPT Education confidently, responsibly, and practically in your teaching, research, and academic workflows. We’ll walk through repeatable uses for course planning, assignment design, student support, literature review, writing feedback, and administrative tasks, with demos showing how Workspace Agents can help you build reusable workflows tailored to your courses, research projects, and department needs.

Who: Kirk Gulezian, Education & Government, OpenAI.

When: 11 am, Eastern

Where: Zoom

Cost: Free

Sponsor: OpenAI Academy

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Thu, May 14 - AI in Media Sales: Where to Start 

What: You’ll learn the top four ways AI can support your sales efforts, from improving communication and efficiency to increasing both the quality and quantity of your outreach. We’ll also introduce seven accessible AI tools that can deliver quick wins and measurable ROI, helping you build momentum without overcomplicating your process.

Who: Jeff Gallop and David Buonfiglio of AdApt Media Sales.

When: 1 pm, Eastern

Where: Zoom

Cost: Free to members, $15 for nonmembers

Sponsor: New England Newspaper & Press Association

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Thu, May 14 - Using ChatGPT for Excel

What: Join us for a  Skill Lab on ChatGPT for Excel, a spreadsheet experience that lives in a sidebar inside Excel.  We’ll walk through how to scope a workbook task, prompt with the right sheets in context, ask for a plan before larger edits, and review formulas, citations, and changed cells. You’ll leave with a practical framework  and resources for how to use ChatGPT in Excel.

Who: Juliann Igo, GTM, OpenAI.

When: 1 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: OpenAI Academy

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Thu, May 14 - Introduction to Proposal Writing

What: Are you new to proposal writing or want a quick refresher? If so, you don't want to miss one of our most popular classes! This indispensable class will give you a step-by-step guide to creating a grant proposal to a foundation.

Who: Ivonne Simms, Educational Programming Manager, Candid.

When: 2 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: Candid

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Thu, May 14 - Inside Award-Winning Investigative Reporting: Lessons from A-Mark Prize Winners

What: Join us for an inside look at award-winning investigative journalism.  This webinar brings together this year’s A-Mark Prize winners for a candid conversation about how impactful investigative stories come to life—from idea to publication.

Who: Panelists Monica Cordero (Investigate Midwest) and Sarah Weber (Sioux County Capital Democrat) will share the reporting strategies, challenges, and lessons behind their winning work. The discussion will be moderated by Erin Jordan, Associate Professor of Practice at the School of Journalism and Mass Communication.

When: 2 pm, Eastern

Where: Zoom

Cost: $35

Sponsor: Online Media Campus

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Fri, May 15 - Enhancing public records work with LLMs

What: Explore the Python libraries for the MuckRock Requests and DocumentCloud APIs and how they can be used with large language models to streamline records requests assist in analyzing responsive documents.

When: 1 pm, Eastern

Where: Zoom

Cost: Free

Sponsor: Sunlight Research Desk

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Vox Sine Persona (voice without person)

Self-continuity is one of the things that underpins actual agency—and with it, the ability to form lasting commitments, maintain consistent values, and be held accountable. Our entire framework of responsibility assumes both persistence and personhood. An LLM personality, by contrast, has no causal connection between sessions. The intellectual engine that generates a clever response in one session doesn’t exist to face consequences in the next. -Ben J Edwards writing in ArsTechnica   

AI definitions: Transhumanism

AI definitions: Transhumanism is a movement that advocates attempting to unlock human potential through artificial intelligence and science, with the goal of overcoming biological limitations and combating aging and illness to achieve immortality. This might be accomplished through humans merging with machines or uploading human consciousness into digital realms. In effect, transhumanism seeks to redefine what it means to be human. In 1957, Julian Huxley summarized the term as “man remaining man, but transcending himself, by realizing new possibilities of and for his human nature.” Critics warn that this effort could erode the very qualities that define humanity, such as empathy, vulnerability and shared experience, while exacerbating social inequalities.

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AI Outperforms Doctors in Study

A groundbreaking Harvard study has found that AI systems outperformed human doctors in high-pressure emergency medicine triage, diagnosing more accurately in the potentially life and death moments when people are first rushed to hospital. It also outperformed a larger cohort of human doctors when asked to provide longer term treatment plans. The study only tested humans against AIs looking at patient data that can be communicated via text. The AI’s reading of signals, such as the patient’s level of distress and their visual appearance, were not tested. -The Guardian

Political Pros Use of AI

According to a new survey, 83 percent of political professionals say they use AI tools for work at least once a week. That’s up from 59 percent a year ago. Even more striking: 48 percent now say they use AI multiple times a day – a 57 percent increase over 2025 levels and significantly more than the 26 percent who say they use AI a few times a week. -Campaigns & Elections

19 Articles about AI & Politics

Congress Is Doing Little to Prepare for Potential A.I. Job Losses – New York Times

Will AI lead to more accurate opinion polls? – BBC

Maryland Is First to Ban A.I.-Driven Price Increases in Grocery Stores – New York Times

AI Use Among Political Consultants is Booming. Here’s How. – Campaigns & Elections

White House Considers Vetting A.I. Models Before They Are Released – New York Times

South Africa withdraws AI policy due to fake AI-generated sources – Semafor

Hundreds of Fake Pro-Trump Avatars Emerge on Social Media - New York Times

Domestic Surveillance Is Expanding With New, AI-Powered Tools – Wall Street Journal

A violent reaction to AI is bubbling. But this isn’t the Luddites’ era. – Washington Post

Hundreds of Fake Pro-Trump Avatars Emerge on Social Media – New York Times

GOP campaigns go all-in on AI — Dems not so much – Axios  

The Federal Government Is Rushing Toward AI. Our Reporting Offers Three Cautionary Tales. – ProPublica

The Team Behind a Pro-Iran, Lego-Themed A.I.-generated video Campaign – New Yorker

New pro-AI group preps $100M midterm blitz to boost Trump's agenda - Axios

Iran Is Winning the AI Slop Propaganda War – 404 Media

As the US midterms approach, AI is going to emerge as a key issue concerning voters - The Guardian   

AI-generated ads are trickling into political campaigns, sparking big worries – NBC News 

One Issue Uniting Democrats and Republicans? Worries About A.I. - New York Times

GOP campaigns go all-in on AI — Dems not so much - Axios

AI Cheating Consequences

If the consequence of AI cheating extends beyond the assignment — to course failure, a transcript notation, suspension, or expulsion — the institution has entered disciplinary territory. The student is owed due process, regardless of what the professor calls it or how the institution categorizes the proceeding. The administrative must)distinguish between a faculty member exercising professional judgment about a piece of work and an institution making a formal finding of misconduct. -Chronicle of Higher Ed

5 Tips for a Healthy use of AI

The following strategies can help you maintain a healthy balance between your expertise and AI assistance:

  1. Generate rough drafts from notes, rather than from a blank page: It’s fine to generate drafts with AI, but do your thinking first, put together some structured notes, and treat AI-generated content as a first draft that requires critical review and substantial editing. This approach can help mitigate the risk of anchoring bias.

  2. Rotate between AI-assisted and non-assisted writing: To develop and maintain your own writing skills, interweave AI tools into your writing workflow, rather than relying on them for chunks of text. This will also help you maintain your own voice.

  3. Customize AI prompts: Learn to craft specific prompts that guide the AI to produce more relevant and useful outputs for your particular needs.

  4. Ethical considerations: Be transparent about AI use, especially in academic writing, and follow any guidelines or policies set by your institution or publication venues.

  5. Fact-check and verify: Always verify facts, citations and specific claims made by AI. These tools have a tendency to generate “hallucinations,” plausible-sounding but inaccurate chunks of information. 

From The Transmitter