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OpenAlex is a free, open catalog of the world’s scholarly research system. It provides structured metadata about research works (articles, books, datasets, preprints, etc.) and the entities connected to them (authors, institutions, sources/journals, topics, funders, publishers). All OpenAlex data is released under CC0 (Creative Commons Zero), meaning the data has been released into the public domain for unrestricted use by anyone, for any purpose, without needing permission or attribution. What You Can Do With ItUse OpenAlex to:
How To Use OpenAlex1) Search Go to OpenAlex and search for a topic, author, institution, or journal/source. Click a result to view the associated works and available filters. 2) Filter To Open Access Only OpenAlex includes Open Access metadata for works and supports filtering by:
3) Omit Retracted Works OpenAlex enables users to remove retracted items: Use ‘Add filter’, find “retracted”, and set it to “is not”. 4) Export What You Found Above a Works results set, use ‘Export’ to download results. Website exports are limited to a maximum of 100,000 works. Why This Resource Belongs In Your ToolkitOpenAlex is a CC0-licensed, searchable map of research outputs and their relationships, built to support discovery and analysis without requiring a paywalled index. If you’re doing research support, collection intelligence, bibliometrics, or simply trying to understand how scholarship connects across authors, institutions, and topics—OpenAlex is worth knowing. Sources
 Image generated with ChatGPT.
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Happy New Year! I hope 2026 is already shaping up to be a great year full of curiosity, adventure, and some amazing books. Looking back on 2025, I’m happy with how wide-ranging my reading ended up being. Science fiction, science writing, graphic novels, literary fiction, and nonfiction all made appearances, often touching on similar questions about humanity, technology, history, and our place in the universe. Narrowing things down is never easy, but these were some of my favourite reads of the year. An Angel Called Peterbilt |
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| In June 2025, ‘An Angel Called Peterbilt’ was exactly the kind of book I was in the mood for: Fast, imaginative, and deeply enjoyable. Set around 1005 CE, ‘An Angel Called Peterbilt’ combines adventure, history, and wonderfully strange circumstances into a compact, propulsive read. It paired unexpectedly well with other historical nonfiction ('Wild New World: The Epic Story of Animals and People in America' by Dan Flores) I was reading at the time, grounding its speculative elements in a richly textured past. I tore through it in just a few days. It was fun, and satisfying, and never overstayed its welcome. |  |
We Are Legion (We Are Bob)
— Dennis E. Taylor
| This is my kind of science fiction. Humorous, thoughtful, and bursting with big ideas, ‘We Are Legion (We Are Bob)’ explores mind uploading, identity, cloning, post-humanism, terraforming, first contact, and space exploration with a smooth easy confidence that never bogs itself down. It’s fast-paced and playful, but beneath the jokes is a surprisingly deep meditation on what it means to be human when “one person” becomes many. Wildly entertaining and hard to put down. |  |
The Big Picture: On the Origins of Life, Meaning, and the Universe Itself
— Sean Carroll
| A genuinely expansive book in every sense. Carroll moves effortlessly from physics to philosophy, from cosmology to ethics, weaving together a coherent worldview grounded in naturalism without stripping life of meaning. This is a book for readers who want to understand not just how the universe works, but how we should think within it. By the end, I felt both grounded and expanded, with a clearer sense of our place in the cosmos and how to think about it. |  |
Origins: Fourteen Billion Years of Cosmic Evolution
— Neil deGrasse Tyson & Donald Goldsmith
| A clear, accessible, and awe-inducing journey from the Big Bang to the search for life beyond Earth. I especially enjoyed the sections on galaxy formation, stars, and planets, which balance scientific depth with vivid storytelling. Whether read or listened to (as I did via audiobook), ‘Origins’ succeeds at what the best science writing does: It teaches, inspires awe, and fosters curiosity. |  |
Juice
— Tim Winton
| Set in a brutally altered future Australia, ‘Juice’ unfolds like an oral history of collapse, survival, and moral compromise. Communities hide underground, summers are lethal, winters unforgiving, and justice is meted out by shadowy forces hunting the architects of ecological ruin. The prose is spare and hypnotic, the world-building vivid without being overexplained. It’s a sad, tense, and strangely beautiful book. One that lingers, heavy with grief and stubborn hope. |  |
Unlocking the Matrix: Generative AI for Beginners
— Alex Quant
| I listened to ‘Unlocking the Matrix: Generative AI for Beginners’ as an audiobook during a series of bike rides, and it proved to be a surprisingly solid primer. It offers a broad, accessible overview of artificial intelligence, generative AI, and machine learning—how they work and what they make possible. While clearly aimed at beginners, it’s impressively comprehensive and left me with a stronger desire to keep learning and experimenting. A good entry point for anyone curious about the AI landscape. |  |
Animal Pound
— Tom King, illustrated by Peter Gross
| A powerful and unsettling allegory that feels uncomfortably relevant. Through Madame Fifi’s journey—from optimism to disillusionment to quiet defiance—we witness the rise and corrosion of a revolutionary dream. The story’s real weight comes after liberation, when unity fractures and manipulation takes hold. One particularly Trumpian figure rises through spectacle and division, bending the system to his own ends. ‘Animal Pound’ is a haunting reminder of how fragile democratic ideals can be, and how easily they’re undermined from within. |  |
Strange Pictures
— Uketsu
| A short but deeply unsettling read. Each chapter presents an eerie image paired with minimalist storytelling, functioning as both a standalone vignette and part of a larger, slowly emerging mystery. The structure is deceptively simple and incredibly effective. It’s quietly disturbing in a way that creeps up on you. The final chapter ties everything together while still leaving your mind spiralling. |  |
The Jinn-Bot of Shantiport
— Samit Basu
| A dazzling blend of sci-fi adventure, myth, and philosophical inquiry. Set in the decaying city of Shantiport, the novel follows a revolutionary, her bot brother, and an alien story-bot whose evolving consciousness adds humour and depth. Basu’s world is chaotic, inventive, and richly layered, exploring artificial intelligence, autonomy, power, and resistance. While it nods to familiar tales like ‘Aladdin’, it quickly subverts expectations and carves out something entirely its own. Thought-provoking, funny, and exhilarating. |  |
These were some of my favourite reads of 2025. These books entertained, challenged, unsettled, and/or expanded how I think about the world (and worlds beyond it). If you’d like to connect or see what else I read this past year, feel free to send me a friend request on Goodreads.
Here’s to a 2026 filled with curiosity, conversation, and great reading.
Have you ever spotted a bright “star” gliding across the night sky, or wondered when the next eclipse or satellite pass will occur?
One great resource I'd like to share is Heavens-Above, a free, web-based tool for skywatchers, science educators, and anyone curious about satellites and space phenomena. This site provides a wealth of real-time and predictive information about what’s happening above us - from satellite flyovers to deep-space missions – all tailored to your location. Users can set their observing location (by city or coordinates) for personalized sky data and even create an optional login to save their preferences. It’s completely free to use (though donations are appreciated to help cover costs). In short, Heavens-Above is a one-stop shop to learn what’s up in the sky at any given moment.
Navigating Heavens-Above: Main Sections
Heavens-Above’s homepage is organized into six main sections:
- Configuration: Set or change your observing location and access Login (optional) features to save settings. By default, the site starts at 0°N, 0°E, so one of the first things you’ll want to do is set your location for accurate data.
- Satellites: Track and predict satellite passes and orbits. This section includes a live sky view, 10-day forecasts for satellites of special interest (ISS, Tiangong, Hubble Space Telescope), daily predictions for brighter satellites, an interactive 3D visualization for the ISS, a dynamic 3D orbit display of Starlink satellites, and more.
- Deep Space Missions: Follow probes and missions leaving Earth’s vicinity. See the status of Spacecraft escaping the Solar System or watch an animation of the trajectory of SpaceX’s Tesla Roadster from Earth to its own orbit around the Sun.
- Astronomy: Explore classical astronomy data, including an interactive sky chart, positions of the Sun, Moon, planets, comets, asteroids, constellations, and a dedicated page to learn about upcoming Solar Eclipses (Annular–where the Moon covers the Sun’s center, leaving a ring-like appearance, Partial, Total, and Hybrid).
- Miscellaneous: Find extras like the Heavens-Above forum on Reddit, time tools (“What time is it?”), a calendar, FAQ, and links to other space and astronomy sites of interest.
- Statistics: Dive into fun stats about the site’s usage (daily page counts, visits by country, OS, language, etc.). A reminder of the global community of sky enthusiasts using this tool.
This clear layout makes it easy to jump to whatever interests you. Whether you’re checking tonight’s satellite visibility or planning for a future eclipse.
Tracking Satellites and Space Stations
Heavens-Above specializes in satellite tracking–arguably its biggest draw. Once you’ve configured your location, the site can show you a listing of upcoming passes for visible satellites. It features a searchable database of satellites (past and present) and daily predictions for brighter satellites. You get 10-day forecasts for popular objects like the International Space Station (ISS), the Hubble Space Telescope, and SpaceX’s Starlink satellites. This means you’ll know exactly when and where to look to spot the ISS flying overhead or a chain of newly launched Starlink satellites. Heavens-Above also provides interactive visualizations, including a Live Sky View, Starlink - Dynamic 3D Orbit Display, and ISS Interactive 3D Visualization. These show satellite positions and orbits around Earth in real time. It’s thrilling to watch the ISS circling the globe and realize that it’s right above a specific point on Earth at that particular moment. For each satellite pass prediction, you can click to get a detailed sky chart showing the path of the satellite against the stars for your location and time. In short, Heavens-Above makes satellite spotting easy and fun.
Deep Space Missions and Perspective
Heavens-Above’s Spacecraft escaping the Solar System page offers a unique perspective on humanity’s farthest journeys. There are top-down and side views of the Solar System with plots of the current positions of our first interstellar probes (Pioneers 10 & 11, Voyagers 1 & 2, and New Horizons). The page displays their distances, speeds, and even which constellations they’re headed toward. It’s a powerful reminder of the size of the universe and the great distances between stars. On the diagram’s scale the nearest star would be about 100 meters away and Voyager 1 would take ~70,000 years to reach it. Space is vast and our first emissaries to the stars have just begun their journey into this cosmic ocean. This feature can be awe-inspiring in the classroom or during outreach, helping convey just how far (and how not-far) our probes have gone.
Solar Eclipses and Other Astronomy Tools
Another highlight of Heavens-Above is its comprehensive Solar Eclipses page. If you’re excited about an upcoming eclipse, this tool is a must-see. The site provides details for every solar eclipse from 1900 to 2100, complete with interactive maps and animations showing the eclipse path and where it will be visible. For any given eclipse (past or future), you can view a world map with the swath of the Moon’s shadow, clearly marking regions of totality, annularity, or partial eclipse visibility. Beyond eclipses, the Astronomy section offers a rich set of observing tools: An interactive sky chart that shows the stars and planets overhead at any time and location, tables for the Sun and Moon (rise/set times, phases), planetary positions, and data on visible comets and asteroids. Information is presented in clear, data-driven charts and maps. Whether you’re identifying two bright “stars” at dusk (perhaps planets!) or checking when astronomical twilight begins, Heavens-Above’s astronomy tools have you covered.
Use Cases: From Classrooms to Community Events
Perhaps the best part about Heavens-Above is how broadly it can be used. It’s accessible and useful to both beginners and experienced observers. For educators, Heavens-Above offers engaging ways to bring astronomy alive. Teachers can generate sky charts to enhance lessons or have students track the ISS and calculate its orbital period. Information on Solar Eclipses can be used in science classes or public library programs to illustrate why an eclipse might only be partial in one location and total in another. For librarians, astronomers, and program coordinators, this site is a goldmine for planning community events. Imagine hosting an ISS viewing party. Heavens-Above can tell you the exact time the Station will pass overhead and where to look. Planning a Mars opposition observation night or a workshop on satellites? Print out Heavens-Above star charts or satellite pass schedules for your location. Even casual sky observers and curious individuals will find value. You can identify that mysterious bright light you saw moving last night, or simply get a heads-up that SpaceX’s Starlink train will be visible at 6 AM tomorrow. Because the site tailors predictions to your set location, it takes the guesswork out. No more wondering if an online timetable is in UTC or meant for another city. Heavens-Above empowers everyone to engage with the sky in an informed way, turning a casual glance upward into a chance for discovery.
Explore It Yourself
The next time you plan a night under the stars, hear about a satellite launch, or get excited for an eclipse, give Heavens-Above a try. Its robust and user-friendly tools will enrich your understanding of what’s happening in the sky above. Whether you’re an astronomer, a teacher, a librarian, or just someone curious with eyes on the sky, this resource will quickly become an indispensable companion in your cosmic explorations.
Happy Observing!
Image generated with ChatGPT.
I can't believe I hadn't heard of ‘The Canadian Library Challenges Database’ until this year... though perhaps I did in University or at some point in the past. Either way, it never came to my attention when I was actually dealing with a materials challenge. Its scope is broader than I expected, covering not just collection items but also challenges to displays, programs, room bookings, and computer access. After just discovering, I wanted to share to help make library board members, fellow librarians, and anyone with the responsibility of addressing a materials request for a library aware of it.
The Canadian Library Challenges Database
The Canadian Library Challenges Database is maintained by CFE-CFLA/FCAB and documents challenges faced by Canadian libraries. Each entry provides the following information about the challenge:
- The specific item challenged.
- The nature of the objection.
- The requested remedy.
- The library’s review process (if available).
- The official response.
Image generated with ChatGPT.
On May 6th and 7th, I attended the Manitoba Libraries Conference hosted by the Manitoba Library Association (MLA). As an MLA member, I deeply appreciate this gathering. It's an invaluable opportunity to reconnect with colleagues, discover innovative practices, and reflect on my own professional growth. This year was especially exciting as I co-presented a session titled "Demystifying ChatGPT: AI Innovations for Libraries & Digital Repositories" alongside Mike Ellis.
Day 1: Insights, Ideas, and AI Innovations
The conference began with a powerful keynote by Niigaan Sinclair. Niigaan, an Anishinaabe professor from Peguis First Nation, immediately captured my attention with his compelling storytelling and incisive commentary. He contextualized Manitoba’s past and present, thoughtfully reflecting on the Legislative building and the statues toppled in recent years. His point about the absence of Indigenous representation being akin to starting a story at chapter two was particularly impactful. Niigan’s discussion on generational change, highlighted by Manitoba electing Canada’s first Indigenous premier, Wag Kinew, provided insight and perspective. His masterful balance between serious topics, such as residential schools and red dress day, and his use of humour underscored the value of open and straightforward conversations.
The first session I attended, “Not Just for Kids: Engaging Adults and Building Community Using Storytime and Music Programs”, led by Austin Matheson and Brittany Lagasse from Winnipeg Public Library, was delightful. It expanded my perspective on adult programming and reminded me of the potential for community-building through creative initiatives like ukulele jams. Given that my previous assistant branch head occasionally serenaded us with her ukulele, this session triggered some memories.
After preparing the laptop for my presentation, I quickly assembled a delicious lunch plate, though I had to temporarily stash it behind the projector screen. Despite starting slightly late due to the lunchtime rush, Mike and I had an impressive turnout, with attendees overflowing onto the floor! Mike’s engaging case study on PastFORWARD, Winnipeg Public Library’s digital repository, showcased an innovative AI application in archiving and elicited both laughter and lively participation from the audience. Although time for questions was limited, attendees raised insightful queries about generative AI trained on creative commons materials and the environmental implications of AI. Post-session, I enjoyed meaningful one-on-one discussions about generative AI and potential applications, including possibilities for interlibrary loan systems.
Afterward, I enjoyed my lunch in the main hall and had an engaging conversation with Trevor, a new connection who shared interests in generative AI, libraries, astronomy, camping, and world travel.
The afternoon continued with enlightening lightning talks on diverse library initiatives, from updating furniture (“Hold on to Your Seat - Or Don't!”) to enhancing bilingual collections and supporting male caregivers in early literacy programs. These brief yet impactful presentations sparked numerous programming ideas for my own library.
The day concluded wonderfully with finger foods and mingling, leaving me eager for day two.
Day 2: Exploring Library Practice and Philosophy
Day two started with the MLA Annual General Meeting, providing a relaxed and productive beginning to the day. It was wonderful connecting with colleagues over coffee, meeting new faces, and exchanging insights.
The first session of the day, “Nature Programs in a Rural Public Library: Hatching Chicks and Growing Vegetables”, inspired fresh ideas for nature-focused programming. Learning about initiatives like donating produce grown in library gardens reinforced the innovative ways libraries serve their communities.
“Staff Picks: A Fun, Online Readers’ Advisory Program Model for Your Library” provided practical inspiration for an upcoming autumn ‘Staff Picks’ display. A valuable takeaway from this session was the reminder that “tech should be a tool that supports what you do, not dictate it.”
The session “In Search of the Lost Library”, presented by librarians from the University of Winnipeg, demonstrated creative solutions for addressing discrepancies in catalogue entries. While their final solution didn’t utilize generative AI, their recognition of it as a potential solution brought a smile to my face, aligning with my interest in integrating AI into library workflows.
Lunch and the awards ceremony, featuring speaker Chimwemwe Undi, were enjoyable and celebratory. Congratulations to all award winners!
In the afternoon, Sam Popowich’s session, “The Cultural Politics of Libraries”, was particularly thought-provoking. Sam compellingly argued for recognizing libraries as politically active institutions, examining the 'enlightenment' versus 'social control' perspectives on library history. After the session, Sam generously gifted me his book, "Solving Names: Worldliness and Metaphysics in Librarianship", a thoughtful gesture and a read I’ve already begun to enjoy.
The final session I attended, “The Burnt-Out Librarian: Moving on From Vocational Awe”, tackled an important yet often overlooked issue. Carolyn and Monique shared personal experiences and offered practical strategies to address burnout, reinforcing the importance of maintaining healthy engagement with our profession.
If you’re interested in exploring the content from my session, I’ve included two versions of the presentation slides in PDF format: a short presentation version (as delivered at the conference) and a more detailed version for deeper context and explanation. I hope these resources offer insight into our session and inspire new ways to explore the role of generative AI in libraries.
Reflecting on these two enriching days, I felt a great sense of community and connection. The Manitoba Libraries Conference reaffirmed my passion for librarianship, highlighted extraordinary work happening throughout Manitoba, and reinforced my belief that librarians and library workers truly do rule.
Until next time!
| When I set out to create Brothers Grimm-style fairy tales, I experimented with different versions of ChatGPT using a simple yet effective prompt. In this document, you’ll find the short stories themselves as well as the exact prompts I used. |  Generated with DALL·E. |
First, I experimented with ChatGPT 4, using the following prompt:
Write a fairytale in the style of the Brothers Grimm to communicate the meaning of the following quote: “insert quote here.”
I then tested ChatGPT o1 with the same prompt.
Write a fairytale in the style of the Brothers Grimm to communicate the meaning of the following quote: “insert quote here.”
I then tested ChatGPT o1 with the same prompt.
With this straightforward instruction, I watched as ChatGPT spun imaginative fairy-tale narratives, each crafted to illuminate the core message of the quote in question. Despite the simplicity of the prompt, the stories that emerged were rich in imagery and moral depth, perfectly capturing that timeless Brothers Grimm flair. ChatGPT 4 tended to produce more intricate plots with rich symbolism and nuanced character development, while ChatGPT o1 tended to generate simpler, more straightforward tales that still conveyed the meaning of quotes effectively. Both versions demonstrated a strong ability to distill meaning into compelling folklore-style narratives.
Collected Brothers Grimm-Style Stories Generated via ChatGPT (GPT-4 & o1)
One of the things that impressed me most was how easy it would be to adapt these short stories for story time programming at public libraries. Librarians can quickly generate age-appropriate tales with built-in morals, lessons, or pop culture phrases, then share them with young audiences in a fun, engaging way. And if you add an image generation tool—like DALL·E or another AI art generator—you can produce simple illustrations to accompany each story, making the entire experience even more magical and visually appealing.
There’s real value in these stories, not just for children but for adults as well. Narratives are a powerful way to communicate values, spark imagination, and provide insight. They allow us to see ourselves in characters and situations, giving life to abstract ideas in a relatable form. Whether you’re reinforcing a personal mantra, teaching a life lesson, or simply entertaining an audience, stories transcend age and background. They capture the heart and the mind all at once.
For those looking to explore creative writing or enhance their library programs, I highly recommend experimenting with ChatGPT. It’s an enjoyable and effective way to bring fresh, imaginative content to life—whether you’re spinning your own fairy-tale world or passing on time-honoured wisdom in new and exciting forms.
Generated with DALL·E.
Introduction
In today's fast-paced digital world, leveraging artificial intelligence (AI) can significantly enhance productivity and efficiency. ChatGPT, developed by OpenAI, is a powerful language model that can assist with a wide range of tasks, from drafting emails to brainstorming ideas. This guide explores the philosophy behind integrating ChatGPT into your workflow and provides practical steps on how to incorporate it effectively.
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The Philosophy Behind Using ChatGPT
Enhancing Productivity and Efficiency
At its core, ChatGPT is designed to augment human capabilities. By handling routine or time-consuming tasks, it allows you to focus on more complex and creative aspects of your work.
At its core, ChatGPT is designed to augment human capabilities. By handling routine or time-consuming tasks, it allows you to focus on more complex and creative aspects of your work.
Complementing Human Skills
ChatGPT excels at processing and generating text based on patterns in data it was trained on. While it doesn't possess consciousness or personal experience, it can provide insights and suggestions that complement human intuition and expertise.
ChatGPT excels at processing and generating text based on patterns in data it was trained on. While it doesn't possess consciousness or personal experience, it can provide insights and suggestions that complement human intuition and expertise.
Continuous Learning and Adaptation
Incorporating ChatGPT into your workflow is not a one-time setup but an ongoing process. As you interact with the model, you learn how to craft better prompts, and the AI can provide more tailored responses over time.
Incorporating ChatGPT into your workflow is not a one-time setup but an ongoing process. As you interact with the model, you learn how to craft better prompts, and the AI can provide more tailored responses over time.
How to Incorporate ChatGPT into Your Workflow
1. Identify Suitable Tasks
Determine which aspects of your workflow can benefit from AI assistance. Common areas include:
Determine which aspects of your workflow can benefit from AI assistance. Common areas include:
- Content Creation: Drafting articles, emails, social media posts, and image generation.
- Brainstorming: Generating ideas or exploring different angles on a topic.
- Research: Summarizing information or explaining complex concepts.
2. Set Up Access
Access ChatGPT through platforms that offer the service, such as:
Access ChatGPT through platforms that offer the service, such as:
- OpenAI's ChatGPT Website: Interact directly via the web interface.
- OpenAI's ChatGPT App: Use the official ChatGPT mobile app for iOS and Android, or the desktop application for convenient access and functionality.
- Integrations: Use plugins or extensions that incorporate ChatGPT into applications like Chrome or Microsoft Teams.
- API Access: For developers, integrate ChatGPT into custom applications using the OpenAI API.
3. Craft Effective Prompts
The quality of the AI's output depends largely on the input it receives.
The quality of the AI's output depends largely on the input it receives.
- Be Specific: Clearly state what you need. Instead of "Tell me about climate change." try "Summarize the impact of climate change on coastal cities."
- Provide Context: If the task is complex, give background information to guide the AI.
- Set the Tone and Style: Indicate if you prefer a formal report, casual explanation, or bullet-point list.
Practical Applications
Personal Productivity
Planning Healthy Meals
Use ChatGPT to create meal plans or recipes based on ingredients you have or dietary preferences.
Use ChatGPT to create meal plans or recipes based on ingredients you have or dietary preferences.
- Example Prompt: "Help me create a healthy dinner using salmon, asparagus, and brown rice. I prefer low-carb options."
Developing Meal Plans
Ask ChatGPT to generate a week's worth of healthy meal ideas.
Ask ChatGPT to generate a week's worth of healthy meal ideas.
- Example Prompt: "Plan a 5-day vegetarian meal plan for me, including breakfast, lunch, and dinner. I need quick recipes that take under 30 minutes to make."
Planning a Trip
Utilize ChatGPT to help organize your travel itinerary, find attractions, or suggest packing lists.
Utilize ChatGPT to help organize your travel itinerary, find attractions, or suggest packing lists.
- Example Prompt: "I'm planning a 7-day trip to New Zealand. Suggest an itinerary that includes hiking, local culture, and must-see landmarks."
Minimizing and Organizing
Get advice on decluttering and minimizing possessions.
Get advice on decluttering and minimizing possessions.
- Example Prompt: "Provide a step-by-step plan to declutter my closet and minimize my wardrobe to essentials."
Time Management
Improve your productivity by optimizing your schedule.
Improve your productivity by optimizing your schedule.
- Example Prompt: "Help me create a daily routine that balances work, exercise, family time, and personal hobbies like reading."
Enhancing Public Library Services
Assisting with Reference Questions
Library staff can use ChatGPT to help answer patron inquiries more efficiently, including reader's advisory and identifying books based on limited information.
Library staff can use ChatGPT to help answer patron inquiries more efficiently, including reader's advisory and identifying books based on limited information.
- Example Prompts:
- "Provide a simple explanation of the expansion of the universe suitable for a middle school student."
- "A patron remembers a mystery novel about a detective who solves crimes in his dreams, and the book cover features a clock melting. Help identify the book title."
Content Creation: Image Generation
Generating Image Ideas and Descriptions
Use ChatGPT to help conceptualize images or create descriptions for image generation tools.
Use ChatGPT to help conceptualize images or create descriptions for image generation tools.
- Example Prompt: "Describe an image of a public library hosting a community cooking class, with people of all ages preparing meals together."
Creating Prompts for AI Image Generators
Craft detailed prompts to be used with AI image generation models like DALL·E.
Craft detailed prompts to be used with AI image generation models like DALL·E.
- Example Prompt: "Help me write a prompt for an AI image generator to create an illustration of a minimalist workspace with a laptop, notebook, and a cup of green tea by a window overlooking a forest."
Brainstorming Library Programs
Generating Event Ideas
Brainstorm new programs to engage the community.
Brainstorm new programs to engage the community.
- Example Prompt: "Suggest five interactive workshop ideas for adults at a public library focusing on digital literacy."
Personal Learning and Development
Understanding Complex Topics
Leverage ChatGPT to break down complicated subjects and aid in your personal learning journey.
Leverage ChatGPT to break down complicated subjects and aid in your personal learning journey.
- Example Prompts:
- "Explain the process of star formation and the lifecycle of stars in simple terms."
- "What is the significance of exoplanet discovery in our understanding of the universe?"
Tips for Effective Use
Be Clear and Specific
The more precise your prompt, the more relevant the response.
The more precise your prompt, the more relevant the response.
- Ineffective Prompt: "I need meal ideas."
- Effective Prompt: "Provide three healthy dinner recipes using chicken, spinach, and sweet potatoes."
- Ineffective Prompt: "Help me plan a trip."
- Effective Prompt: "Create a 4-day itinerary for a budget-friendly trip to Japan, focusing on onsen, nature, culture, and local cuisine."
- Ineffective Prompt (Library Use): "Help with programs."
- Effective Prompt (Library Use): "Outline a plan for a children's reading hour themed around learning the night sky."
Use Iterative Refinement
If the first response isn't quite right, refine your prompt by providing additional details or asking follow-up questions.
If the first response isn't quite right, refine your prompt by providing additional details or asking follow-up questions.
- Meal Planning Follow-Up: "These recipes are great, but I have a nut allergy. Can you adjust them accordingly?"
- Trip Planning Follow-Up: "Can you include some lesser-known attractions and recommend affordable accommodations?"
- Minimizing Stuff Follow-Up: "I have a lot of books. How can I decide which ones to keep and which to donate?"
- Library Programs Follow-Up: "Great ideas! Can you include suggestions on how to promote these workshops to attract more participants?"
Leverage for Learning
Use interactions as a learning opportunity to deepen your understanding.
Use interactions as a learning opportunity to deepen your understanding.
- Example Prompts:
- "What are the basic steps to start learning a new language effectively?"
- "List some beginner-friendly astronomy projects I can do at home to learn about and memorize constellations."
Limitations and Challenges
Understanding AI Limitations
- Lack of True Understanding: ChatGPT generates responses based on patterns, not consciousness or awareness.
- Potential for Errors: The AI might produce plausible-sounding but incorrect information.
Avoiding Over-Reliance
- Supplement, Don't Replace: Use ChatGPT to augment your work, not replace critical thinking or professional expertise.
- Continuous Learning: Stay informed and keep developing your skills beyond AI assistance.
Conclusion
Integrating ChatGPT into your workflow can be a game-changer, enhancing efficiency and sparking creativity. By understanding its capabilities and limitations, and applying best practices, you can harness this powerful tool to complement your skills and advance your projects. Embrace the collaborative potential of AI, and let it be a catalyst for innovation in your personal and professional journey.
Generated with DALL·E.
Remember: The key to effectively using ChatGPT is experimentation and adaptation. As you become more familiar with how the AI responds, you'll discover increasingly valuable ways to incorporate it into your daily tasks.
As technology continues to advance, embracing discussions about artificial intelligence (AI) in our professional circles becomes increasingly vital. Recently, I had the opportunity to facilitate a structured yet casual conversation among librarian peers about AI, focusing on its implications and potential applications in our field. This blog post shares my approach and resources used, aiming to inspire and guide other professionals interested in conducting similar discussions.
Pre-Discussion Preparation: Handout and Word Cloud
To ensure a comprehensive foundation for our discussion, participants were first emailed a detailed handout about a week in advance of the meeting. This document served to introduce essential concepts related to AI and ChatGPT, offering insights into how these technologies function, current applications, and key terms such as ‘Generative Pre-trained Transformer’, ‘Large Language Models’, and ‘Machine Learning.’ By explaining core concepts the handout helped equip participants with a uniform understanding, paving the way for a more productive discussion. The handout also helped level the playing field so that all participants, regardless of their prior knowledge of AI, could engage meaningfully.
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Alongside the handout, a word cloud activity was employed to gauge initial sentiments about AI. Each participant was asked to select up to ten words from a list of fifty, reflecting their feelings and views on AI. This exercise not only prepared participants mentally for the discussion but also visually illustrated the group’s collective sentiments, highlighting prevalent themes like ‘curiosity’, ‘caution’, and ‘possibility’.
Initiating the Discussion: Analyzing AI Sentiments
Our discussion began with an analysis of the word cloud, focusing on the frequency and context of chosen words. This segment proved to be an excellent icebreaker, but also a revealing lens into the prevailing attitudes towards AI within the group. The analysis highlighted a mix of intrigue and prudence, with words like 'curiosity' and 'caution' appearing prominently, indicating a keen interest in exploring AI's potential tempered by an awareness of its ethical and practical challenges. Notably, the frequent selection of 'responsibility' and 'ethical' underscored the group's collective emphasis on the moral dimensions of AI usage. Moreover, the recurrence of terms like 'possibility', 'concern', and 'distrust' emphasized a clear recognition of both the opportunities and risks associated with AI, reflecting a nuanced understanding of AI's impact. This initial exploration set a reflective tone for the discussion that followed.
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Deep Dive into AI: Presentation
Following our initial conversation, I presented ‘Directed Intelligence: AI as a Strategic Tool for Human Enhancement.’ I crafted this presentation to emphasize an understanding of AI as a powerful tool that enhances human capabilities by automating complex tasks that traditionally require human intelligence. By drawing parallels between AI and mechanistic tools, I emphasized that AI functions within the confines of the directives set by its human creators, thereby serving as an extension of human intent. This emphasis helped illustrate how the design and directives given to AI influence its outputs, guiding participants to better understand strategies for utilizing AI to minimize biases and improve accuracy in its applications.
Later in the presentation, I explored practical AI applications tailored specifically for library services. I explained how AI-driven chatbots could manage routine queries, allowing librarians to dedicate more time to complex patron interactions. I highlighted AI's potential for creative content generation, such as producing thematic reading lists, designing graphics for posters, summarizing texts, and creating engaging questions for book club discussions. Moreover, I discussed how AI could enhance readers’ advisory services and facilitate in-depth discussions on obscure texts. This capability allows patrons and librarians to explore and share excitement about literary works that are less known or discussed within their communities. I shared personal experiences where AI helped me engage with and discuss ideas from texts that were not familiar to my peers, demonstrating AI’s utility in enriching our intellectual engagement with diverse materials.
The presentation also touched on the ethical dimensions of AI use in libraries, emphasizing the need for continuous oversight to ensure that AI applications align with ethical standards and effectively serve the public good. Recognizing AI’s limitations was a key theme, particularly the need to address biases in AI outputs and the importance of transparency in AI deployments to foster trust among library users.
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Interactive Session: ChatGPT Demonstration and Group Discussion
The session concluded with a hands-on demonstration of ChatGPT, vividly showcasing its capabilities and discussing its integration into library services to boost user engagement and efficiency. This interactive portion fostered a dynamic exchange of ideas, providing practical insights into AI’s applications. Reflecting on the session, it became clear that the broad and complex nature of AI topics necessitates more extensive discussion than our time allowed. To address this, I recommend allocating ample time or scheduling follow-up sessions for such discussions. Additionally, a pre-session poll on participants' familiarity with AI could assist with tailoring content to better meet the audience's needs. Moving forward, I plan to host drop-in Teams meetings to facilitate knowledge sharing, delve deeper into complex and contentious topics, and ensure all participants have the opportunity to engage fully.
Encouraging Broader Engagement
This discussion format not only provided a platform for learning and sharing insights but also demystified AI technology, making it more accessible to library professionals. For those interested in hosting similar discussions, I highly recommend starting with preparatory materials and incorporating interactive elements like live demonstrations and group analyses.
This approach ensures that participants are not only receivers of information but also active contributors, which enhances the learning experience and fosters a collaborative environment. I hope this guide and shared resources, including the handout, presentation slides, and word cloud analysis, inspire you to facilitate your own AI discussions, advancing our collective understanding and implementation of this transformative technology in the library world.
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The ‘stress bucket’ metaphor provides an insightful way to conceptualize stress management. Picture a bucket that is filled drop by drop with everyday stressors. Whether they are minor daily annoyances or major concerns, each one contributes to the rising water level in our metaphorical bucket. When the stress accumulates beyond a certain point, it can lead to feeling overwhelmed, much like a bucket spilling over. However, just like a real bucket, there are ways to let some water out to prevent it from overflowing. These are our coping mechanisms—relaxation techniques, physical activity, social interactions—that release stress. The goal is to balance the stress we experience with our relief activities, keeping our stress levels manageable.
Let’s apply the ‘stress bucket’ metaphor to the management of stress in the role of a library manager. Imagine the librarian's day as a bucket, each task and responsibility adding a drop of stress. In an environment where a balance between maintaining library operations, serving the community, and leading a team is vital, the stress bucket can fill up quickly.
Daily Stress Accumulation
| Stress can accumulate from a multitude of sources: budget constraints, staffing dilemmas, project deadlines, infrastructure concerns, and even personal challenges like diet, sleep, and relationship issues. These professional and personal pressures add to the bucket, each layer of stress representing a potential overflow if not carefully managed. |  Generated with DALL·E. |
Overflowing Stress in Management
| When the bucket overflows, it can result in feelings of being overwhelmed, anxiety, and decreased job performance. For a librarian, who plays a pivotal role in setting the tone for the library, managing this overflow is crucial to avoid a trickle-down effect on one’s team and library patrons. |  Generated with DALL·E. |
Creating Holes for Relief
| Strategically creating holes in the bucket means integrating stress relief tactics into one’s daily routine. This could involve delegating tasks effectively, scheduling regular breaks, or establishing a clear communication hierarchy to efficiently address issues. It is also essential to practice self-care through activities such as swimming, yoga, biking, reading, playing video games, deep breathing, and epsom salt baths. These activities not only help in preventing the bucket from overflowing but also enrich one's personal life. |  Generated with DALL·E. |
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Strategies for Equilibrium in Library Leadership
Navigating the delicate equilibrium of stress influx and release is crucial for a library manager. Cultivating a nurturing work climate and initiating engaging library initiatives can function as proactive measures in the modulation of stress, effectively creating more avenues for stress to dissipate. Constructing a cohesive team that leverages individual strengths and collectively champions each other's interests is another key strategy in achieving balance.
Harnessing the ‘Stress Bucket’ for Effective Library Management
Leadership in library management involves recognizing that while not all stress can be eradicated, it can be managed. It's less about eliminating every stressor and more about managing the volume within the bucket. Knowing when to patch the holes and when to address the downpour.
To wrap up, the ‘stress bucket’ metaphor serves as a powerful tool for library managers to visualize and control stress. It advocates for a proactive approach to managing both personal and professional pressures. By adopting strategies that foster organizational efficiency and encourage personal well-being, library managers can keep their stress levels in check. This, in turn, leads to leading by example and creating a positive, productive library environment for all.
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As a newly appointed Branch Head Librarian in a bustling city library, and with prior experience as a Manager of Technology and Collections in a smaller community, I've learned that one of the most crucial aspects of stepping into a new leadership role is getting to know your team. Understanding the individuals you work with is the cornerstone of fostering a collaborative, supportive, and innovative work environment.
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Here's how you can embark on this essential journey:
Staff Assignment: A Window into Your Team's World
The ‘Staff Assignment’ serves as your initial glimpse into the daily responsibilities and work-life of your team members, providing a structured opportunity for them to share insights about their roles, utilized tools, and perceptions of the library's operations. This exercise not only deepens your understanding of the library's complexities but also fosters discussions around possible enhancements and innovations. The assignment should instruct staff to summarize their primary duties and responsibilities, including details about specific software, apps, processes, or procedures critical to their everyday tasks. Ensuring the assignment's accessibility is crucial to encourage participation and elicit meaningful responses. You should allow your staff to choose their submission method—be it handwritten or digital—and offer flexibility with deadlines as being new you likely do not possess a full picture of the distribution and level of workload. The manner in which staff opt to submit their assignments can also offer valuable insights into their comfort with technology and preferred working styles.
One-on-One Meetings: Beyond the Surface
Next is scheduled personal meetings with every member of your team. These allow you to connect on a more personal level and understand the unique perspectives and contributions of each team member. This is the time to explore their passions, strengths, and areas where they seek growth. Provide equal time for every initial meeting, foster a sharing atmosphere, and be casual. There will be ample opportunity for followup meetings later.
Tip: For your initial one-on-one meetings with staff I recommend focusing on personal interests, passions, and the historical development of the library throughout their tenure. Encourage an engaging conversation around these three key points:
- One Thing You Like: Share one aspect of our library or your work that you particularly enjoy or take pride in.
- One Thing You’d Change: If there’s one thing about our library or its operations you could change, what would it be and why?
- One Thing I Should Know: Let me know one thing you believe is important for me to understand about our library, team, work, or community.
Casual Conversations: |  Generated with DALL·E. |
Casual conversations, the unseen glue of team dynamics and a daily occurrence, should ideally flow smoothly, embracing the natural ebb and flow of unstructured interactions. These moments, characterized by their spontaneity and allowance for mistakes, necessitate humility and a willingness to occasionally engage in lighthearted silliness. It's crucial not to underestimate the impact of these unplanned exchanges, often occurring in the break room or during brief encounters in the stacks or work room. They serve as windows into personal interests, hobbies, frustrations, and aspects of team members' lives outside of work, thereby nurturing deeper connections and fostering an environment of mutual respect.
Discovering Passions and Strengths
Remember that your team consists of individuals, each with their own lives and aspirations. As you interact with them, make it a point to uncover what truly motivates them. Ask yourself, what parts of their job spark their excitement? Identifying these passions is key to aligning their tasks with what they genuinely enjoy, which in turn can significantly enhance both their job satisfaction and overall productivity.
Identifying Areas for Development
Recognizing areas for development is as crucial as understanding strengths, and these discussions should be approached with empathy and a focus on growth. Emphasize opportunities for enhancing skills and provide the necessary resources for improvement. By exemplifying the introspection and behaviours you hope to see in your team—such as learning new things, acknowledging your own weaknesses, and seeking feedback—you can set a powerful example. This not only encourages your team members to embrace similar behaviours but also helps to reduce fear and anxiety associated with acknowledging and working on one's own areas for improvement.
Team Meetings: Group Dynamics
If possible in your leadership role, it's beneficial to establish regular team meetings to keep your staff informed, solicit feedback, encourage dialogue, nurture ideas, monitor group dynamics, and stay updated on project progress. Initially, I suggest the first one or two meetings avoid focusing on project-related or potentially stress-inducing topics for staff members. Instead, use these initial gatherings to acquaint yourself with your team, observe their interactions, and cultivate relationships. Employing icebreaker games during these early meetings can be an effective strategy to create a conducive atmosphere for building rapport and fostering a positive team environment.
Icebreaker Games: Building Team Cohesion
Introducing fun, engaging icebreaker activities can work wonders in breaking down barriers and building camaraderie among team members. Simple games that encourage sharing of personal stories or quirky facts can lighten the atmosphere and make everyone more comfortable. Some ideas for icebreakers activities include the ‘Trial by Trolley’ board game, True Colours test, and the Myers–Briggs personality test.
Active Listening: The Foundation of Trust
Listening attentively to your team's insights, concerns, and suggestions without judgment is crucial. It not only helps in identifying areas for improvement but also establishes you as a leader who values their team's input and wellbeing. Be upfront, honest, and straightforward with your team. This establishes a foundation to build trust. Remember it is easier to share with someone who is willing to share back and it is easier to share with someone who is genuine and being their true self.
Your Team as a Repository of Knowledge
View your team members not just as employees but as invaluable sources of knowledge about the organization and the community you serve. Teams are likely to possess decades of experience and these collective experiences can contribute greatly to strategic decisions and coming up with innovative solutions.
In Conclusion
Getting to know your team is an ongoing process that extends beyond the initial days of your new role. It requires patience, openness, and genuine interest in their well-being and professional growth. As you embark on this journey, remember that the strength of your library lies not just in its collections but in the people who bring it to life. Through understanding and supporting each other, you can collectively enhance your library's value to the community and foster an enriching workplace for all.
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