Video: Planetary Scale AI: Watching, Visualizing And Forecasting The Entire World In Realtime
The video of my talk at the Americas Google Developer Experts (GDE) Summit following Google I/O 2025 is now available!…
Story Segmentation Of TV News: Having Gemini Chunk A Transcript Instead Of Following Timecodes
Unlike written news articles, which often focus on a single story, television news transcripts represent continuous stream-of-consciousness streams of words…
A First Glimpse Of Using Language Detection To Identify Language Examples From The TV News Archive
A year ago we explored applying language detection to selections from the Chirp-generated ASR transcripts of the TV News Archive,…
Story Segmentation Of TV News: Comparing Gemini 2.5 Pro/Flash, Gemini 2.0 Flash/Lite, Gemma 3 1/4/12/27B & ChatGPT 4o/o3
As part of our continuing series in using LLMs to segment television news broadcasts into their component stories, let's return…
Planetary Scale AI: Watching, Visualizing And Forecasting The Entire World In Realtime
It was a tremendous honor to speak at the Americas Google Developer Experts (GDE) Summit last week to my fellow…
Using Gemini 2.5 As A Persona-Based News Recommender Service: Summarize Trump's Middle East Visit
Continuing our series in persona-based news recommenders, today we'll take our end-to-end recommender service workflow and ask Gemini 2.5 Pro to…
Using Gemini 2.5 As A Persona-Based News Recommender Service: Analyze A Day Of Global AI Trends
Continuing our series in persona-based news recommenders, today we'll take our end-to-end recommender service workflow and ask Gemini 2.5 Pro…
Using Gemini 2.5 As A Persona-Based News Recommender Service: An Investment Advisor On How To Make Money
Continuing our series in persona-based news recommenders, we're going to follow the same workflow of our end-to-end recommender service, but this time…
Behind The Scenes: XML Tags In TV News Closed Captioning Streams
Traditional broadcast closed captioning is both a powerful human-generated realtime transcript of television news and a source of uncountable oddities…
Behind The Scenes: Machine Translation Of Belarusian, Iranian, Russian and Ukrainian Channels Resumes
We are excited to announce today that the final stage in our television news processing pipeline has resumed: we are…
Using Gemini 2.5 As A Persona-Based News Recommender Service: Summarizing Trends From A Day Of Global Tariff & Trade War News
Continuing our series in persona-based news recommenders, today we're going to provide an end-to-end workflow that begins with downloading the…
Tracking Global Media Attention To Tariffs, Trade Wars, Inflation and Stagflation
The timeline below shows intensity of worldwide media coverage mentioning tariffs and trade wars: Inflation mentions peaked in late…
Next Month: Google I/O
We'll be at Google I/O next month and look forward to talking, drop us a line if you'll be there!
At-Scale OCR Of Television News Experiments: 19 Billion Seconds & 294 Billion Words In 1.8 Petabytes Of OCR JSON From 6 Quadrillion Pixels
We are tremendously excited to announce today that we have completed processing of the GCP Cloud Vision API OCR results…
Comparing Google Translate NMT Vs LLM Vs Gemini Vs ChatGPT For Translating Global Television News
The Television News Archive's quarter century of global television news may span as many as 150 languages (according to automated…
At-Scale OCR Of Television News Experiments: Early Statistics From 2% Of Shows
While we have OCR'd almost the totality of the TV News Archive through GCP's Cloud Vision AI API, those OCR…
What I Learned At Google's Cloud Next 25
I was in Las Vegas two weeks ago for Google's Cloud Next 25. What few people realize about Next is…
Using Gemini 2.5 Pro As A Persona-Based News Recommender Service: A US Government Policy Analyst Focused On China's Economy
Following our work yesterday using Gemini to create a persona-based news recommender service, let's try an even more powerful model:…
Using Gemini 2.5 Pro As A Persona-Based News Recommender Service: A Day Of Automotive Supply Chains & Tariffs
How do we learn about the major news stories of each day? Increasingly this is through algorithmic filters ranging from…
At-Scale OCR Of Television News Experiments: How OCR And Captioning Tell Different Stories About PBS In One Broadcast
Yesterday we offered the first statistics of just how much onscreen text there can be in a single hour-long American…
At-Scale OCR Of Television News Experiments: First Results & Broadcast-Level Statistics
To date, we have OCR'd more than 18.8 billion seconds of global television news spanning 300 channels from 50 countries…
Frontier AI Grand Challenge Problems: Grounding Vs Recency In The Hallucination Fight
As the existential challenges of AI hallucination have become ever more apparent, model vendors have increasingly moved to offer "grounding"…
At-Scale OCR Of Television News Experiments: Using SRT Files For Scholarly Analysis Of OCR Text Of Video
GDELT represents one of the largest initiatives in the world devoted to understanding global society through data. The sheer magnitude…
At-Scale OCR Of Television News Experiments: You Only Get What's In The Frame
At the top of this page you can see an interesting frame from our efforts to index the complete onscreen…