Author: Kalev Leetaru
Generative Image AI & Autonomous National Branding Campaigns: Branding Estonia Across The World Through Its Missions
Following in the footsteps of our autonomous diplomacy and autonomous national branding experiments, how might generative image AI be used…
Generative Image AI: How DALL-E's Guardrails Made The Obamas White & What It Tells Us About Gender, Race & Culture In Leadership Portrayals
Most major commercial generative AI models have a variety of guardrails and tuning to prevent them from creating imagery of…
A Model-Based Framework For News Content Analysis
News articles are published all over the world to cover important events. Journalists need to keep track of ongoing events…
Generative Image AI: How DALL-E Represents People From Countries Across The World – A Global Tour Of Fashion & Faces
Continuing our series on how generative AI image creators represent cultures and geographies from across the world, we'll explore what…
Generative Image AI: How Americans In The North, South, East & West Look Through The Eyes Of DALL-E
Continuing our series examining the underlying norms, narratives and symbolism encoded in generative AI image generators, here we explore what…
Generative Image AI: How Western Norms & Light Skin Tones Dominate DALL-E's Generated Person Imagery
One of the more striking aspects of DALL-E's generated person imagery is the degree to which it reflects traditional Western…
Generative Image AI: Autonomous Political Campaigns: Using DALL-E To Visualize The Dominate Presidential & Political Themes Of Each Decade
Political campaigns throughout the world's democracies frequently alternate between reaching into the past to resurrect themes of nostalgia with their…
Generative Image AI: Autonomous Political Campaigns: How DALL-E Sees The Democratic And Republican Parties & Their Issues
Continuing our series of autonomous narratives, from national branding to advocacy campaigns, how could political parties utilize these same approaches…
Generative Image AI: Autonomous Advocacy Campaigns: The Circular Economy, Recycling & Reuse
Following in the footsteps of our autonomous national branding campaigns earlier this week, could we apply the same approach to…
Generative Image AI: Personalized Individual Christmas Cards Crafted At Industrialized & Globalized Scale Through AI
As we continue to explore the societal-scale potential of generative image AI, one whimsical application with vast commercial appeal is…
Generative Image AI: Autonomous National Branding Campaigns: Turkey, Ukraine, Estonia, US, Nigeria, Brazil, UK
As we continue to explore the concept of generative AI-powered "autonomous diplomacy," we've focused to date primarily on textual outputs….
Generative Image AI: Asking For An Inspiring Image Promoting Türkiye & How GenAI Systems Encode Cultural Symbolism
As we continue to explore a range of generative AI image generators, the massive differences in how each encodes the…
Prompt Evolver & The Limits Of Prompt Engineering For LLM-Based Summarization
Earlier today we unveiled a glimpse of Prompt Evolver, our internal workflow for fully unsupervised autonomous LLM prompt engineering and…
Google's Chirp, Large Speech Models And The Future Of Globalized Speech Transcription For Video – A Brief Example
Google's Chirp speech transcription system is an example of the new generation of Large Speech Models that are transforming globalized…
Presenting Prompt Evolver: Fully Autonomous LLM-Driven Prompt Evolution/Optimization: Crafting The Ultimate Summarization Prompt & The Limits Of LLM Summarizers
Today, the majority of LLM prompts are written and laboriously optimized by human beings through manual prompt engineering. What if…
Global Perspectives On The Future Of AI: Governance & Industry
One of the most fascinating dimensions of my travels over the last few months has been the incredible opportunity to…
Generative Image AI: How OpenAI's DALL-E Imagines A Collection Of Conferences From Their Descriptions
Given the trivial accessibility of modern generative image AI that can create images from textual descriptions, what might the descriptions…
Prompt Evolver: Using An LLM To Autonomously Construct Its Own Prompts From Example Inputs/Outputs: Translation & Summarization
Yesterday we explored autonomous prompt construction, in which LLMs are given a set of examples and asked to construct an…
WashPost: Crime Is Down, Though Fox News Viewers Might Not Be Aware
The Washington Post's Philip Bump examines how the media has covered crime. Read The Full Article.
Prompt Evolver: Using An LLM To Autonomously Construct Its Own Prompts From An Example Input/Output: Disease Extraction
Over the last two days we've explored using LLMs for automated biosurveillance, feeding them news articles and having them extract…
Personas, Prompt Engineering, Instruction & Multishot Prompting Don't Guarantee Better Results: Disease Outbreak Codification With Bison, Unicorn, Gemini, GPT 3.5 & GPT 4.0
Yesterday we reexamined LLM-powered global disease outbreak codification, testing how five major commercial LLMs (Google's Bison, Unicorn and Gemini Pro…
Larger Generative AI Models Don't Equal Better Results: Disease Outbreak Codification With Bison, Unicorn, Gemini, GPT 3.5 & GPT 4.0
This past February we explored the use of LLMs for extracting and codifying disease outbreaks, finding potential but significant limitations…
Generative AI Experiments: Creativity As Prompt Vs Temperature In Google's Bison, Unicorn & Gemini Pro Models
Historically, the concept of "creativity" was largely embedded in LLMs through a combination of their prompt-level specification and API-level temperature…
Generative AI Experiments: Comparing Google's Bison, Unicorn & Gemini Pro Models For Summarization
The majority of our past LLM experimentation with GCP models have been with the PaLM Bison model, since this was…