High-fidelity web archive, structured clean texts, frontier AI safety whitepapers, architecture milestones (GPT-1 through GPT-4o, ChatGPT, Sora, DALL-E), and complete media assets from OpenAI's official news estate.
Dataset Card
By Sphīta, published under apache-2.0, revision 67f59208ee24.
Overview & Executive Summary
The OpenAI Official News, Research & Landmark Publication Archive is a curated, high-fidelity archive capturing the entirety of OpenAI's official publication estate (openai.com/news/). Maintained and published by Sphita AI Research, this dataset is engineered for frontier LLM pretraining, domain-specific instruction tuning, alignment research, and technical retrieval-augmented generation (RAG).
Spanning 11+ years of transformative AI history (2015-12-11 to 2026-10-15), this archive documents OpenAI's evolution from an open non-profit research lab to the creator of GPT-1, GPT-2, GPT-3, GPT-4, GPT-4o, ChatGPT, DALL-E, Codex, Whisper, and Sora.
Key Highlights
- Zero Container Stutter: Custom parsing eliminates navigation noise, sidebar TOC anchors, and list container stutter.
- Exact Token Auditing: Profiled using OpenAI's standard
cl100k_baseBPE tokenizer, measuring 1,097,273 total tokens. - Zero-Leak Parquet & Streaming JSONL: Distributed in Zstandard-compressed Parquet (
train-00000-of-00001.parquet) and streaming JSON Lines (openai_news.jsonl). - Complete Multimodal Assets: Bundled with all 3,200 high-resolution cover hero images and inline illustrations (
images.tar.gz), plus 680 full-page high-resolution screenshots (screenshots.tar.gz).
Comprehensive Corpus & Token Statistics
Token volume calculated using OpenAI cl100k_base BPE tokenizer against all 681 articles.
| Metric | Clean Markdown Text | Raw Payload / Metadata | Combined Archive |
|---|---|---|---|
Total Tokens (cl100k_base) |
1,097,273 | — | 1,097,273 |
| Total Words | 838,126 | — | 838,126 |
| Total Raw Character Size | 5,473,366 chars (5.22 MB) | — | 5.22 MB |
| Average Tokens per Article | 1611.3 tokens | — | 1611.3 tokens |
| Median Tokens per Article | 1,267 tokens | — | 1,267 tokens |
| Parquet Size (Zstandard-9) | — | — | 2.98 MB |
| JSONL Streaming Size | — | — | 11.81 MB |
| Columnar Compression Ratio | — | — | 1.7x reduction |
Multimodal Media & Visual Assets Archive
All media referenced across the articles are packaged into compressed archives for clean distribution:
| Asset Archive | Description | File Count | Archive Size | Hugging Face Repository Path |
|---|---|---|---|---|
images.tar.gz |
All featured cover images and inline architectural diagrams | 3,200 files | 1057.8 MB | media/images.tar.gz |
screenshots.tar.gz |
Pixel-perfect, cookie-free full-render screenshots of all articles | 680 files | 299.2 MB | media/screenshots.tar.gz |
Unpacking Media Assets
# Download and unpack images
huggingface-cli download sphita/openai-news media/images.tar.gz --local-dir ./
tar -xzf media/images.tar.gz
# Download and unpack full-page screenshots
huggingface-cli download sphita/openai-news media/screenshots.tar.gz --local-dir ./
tar -xzf media/screenshots.tar.gz
Section & Topic Distribution
| Section Name | Article Count | Clean Words | cl100k Tokens | % of Corpus | Subject Matter & Scope |
|---|---|---|---|---|---|
| Company | 229 | 199,014 | 256,206 | 33.6% | Corporate governance, philanthropic partnerships, educational initiatives, infrastructure milestones |
| Product | 181 | 241,205 | 330,417 | 26.6% | Public foundation model releases, ChatGPT capabilities, API platform tooling, and enterprise features |
| Safety | 147 | 178,404 | 226,742 | 21.6% | Frontier AI safety evaluations, red teaming, preparedness framework, watermarking, and cyber defense |
| Research | 43 | 80,913 | 105,166 | 6.3% | Fundamental deep learning theory, RL algorithms, reasoning, alignment, and model interpretability |
| Security | 34 | 45,779 | 57,672 | 5.0% | Threat intelligence, counter-espionage investigations, disruption of malicious influence campaigns |
| Engineering | 20 | 62,246 | 83,108 | 2.9% | Large-scale infrastructure engineering, distributed supercomputing clusters, inference optimization |
| Global Affairs | 16 | 16,411 | 20,404 | 2.3% | International policy, multilateral governance, educational equity, economic impact studies |
| AI Adoption | 9 | 9,364 | 11,848 | 1.3% | Real-world institutional deployments across scientific labs, enterprise systems, and classrooms |
| new platform | 1 | 2,951 | 3,507 | 0.1% | Frontier technical documentation and releases |
| this blog | 1 | 1,839 | 2,203 | 0.1% | Frontier technical documentation and releases |
Historical Yearly Distribution
| Year | Article Count | Total Words | cl100k Tokens | Major Historic Milestones |
|---|---|---|---|---|
| 2026 | 395 | 566,214 | 741,940 | Rosalind Academic Plan, Sora-2 System Cards, AI-enabled False Front Disruptions, Teens Learning & Planning |
| 2025 | 85 | 91,505 | 120,816 | Sora 2 General Release, GPT-4.5 System Card, GPT-4.1 Architecture, Disney Collaboration, Sycophancy Studies |
| 2024 | 180 | 166,685 | 216,929 | GPT-4o Omnimodal Model Launch, Sora World Simulator Debut, Advanced Voice Mode, Strawberry/o1 Reasoning |
| 2023 | 13 | 8,624 | 10,976 | GPT-4 Landmark Launch, DALL-E 3 ChatGPT Integration, Custom GPTs, Superalignment Mission |
| 2020 | 8 | 5,098 | 6,612 | GPT-3 (175B Parameters) Milestone, Scaling Laws for Neural Language Models, OpenAI API Commercial Launch |
Dataset Schema
| Column | Type | Description |
|---|---|---|
url |
string |
Canonical permanent URL to the official OpenAI publication |
slug |
string |
Normalized URL slug identifier (e.g. introducing-the-rosalind-academic-plan) |
title |
string |
Publication headline |
description |
string |
SEO summary / meta description |
authors |
list<string> |
Documented authors or corporate research collective |
date_published |
string |
ISO 8601 publication timestamp |
date_modified |
string |
ISO 8601 modification timestamp (if available) |
categories |
list<string> |
Editorial categories (Research, Product, Safety, etc.) |
tags |
list<string> |
Associated topic and year tags |
word_count |
int64 |
Word count of the cleaned body text |
character_count |
int64 |
Total character count of cleaned body text |
cl100k_tokens |
int64 |
Exact OpenAI cl100k_base BPE token count |
body_text |
string |
Normalized plain text content |
body_markdown |
string |
Structured markdown with headings, code blocks, lists |
featured_image |
string |
Remote CDN URL for high-resolution cover image |
featured_image_path |
string |
Local relative filesystem path to downloaded cover image (images/<slug>/featured.*) |
inline_images |
list<string> |
Remote CDN URLs for inline architectural illustrations |
inline_image_paths |
list<string> |
Local relative filesystem paths to downloaded inline images (images/<slug>/inline_*.*) |
screenshot_path |
string |
Local relative filesystem path to full-page render screenshot (screenshots/<slug>.png) |
Quick Start Examples
Load via Hugging Face datasets
from datasets import load_dataset
# Stream dataset
dataset = load_dataset("{repo_id}", split="train", streaming=True)
for article in dataset:
print(f"Title: {{article['title']}} ({{article['cl100k_tokens']}} tokens)")
print(f"URL: {{article['url']}}")
print(f"Date: {{article['date_published']}}")
print(f"Hero Image: {{article['featured_image_path']}}")
print(f"Screenshot: {{article['screenshot_path']}}")
break
License & Attribution
Corpus texts and assets are property of OpenAI. This dataset compilation and pipeline is archived under Apache 2.0 by Sphita AI Research.
Structure
default 682 rows
| Split | Rows | Size |
|---|---|---|
| train | 682 | 11.9 MB |
full-corpus 682 rows
| Split | Rows | Size |
|---|---|---|
| train | 682 | 11.9 MB |
Details
- Repository
- sphita/openai-news
- Publisher
- Sphīta
- Task category
- Text generation
- Tags
- openai, chatgpt, gpt-4
- Size category
- n<1K
- Languages
- en
- Revision
- 67f59208ee24cd19886990da2182b03b10f42a66
- Last updated
- 2026-10-21
Files
9 files, 505.7 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| data/media_shards_manifest.json | Data | 62.0 KB | — |
| data/openai_news.jsonl | Data | 12.4 MB | 54eb027c5514 |
| data/train-00000-of-00004.parquet | Data | 1.1 MB | ef7543c1ed6d |
| data/train-00001-of-00004.parquet | Data | 1.1 MB | b081a4d2219c |
| data/train-00002-of-00004.parquet | Data | 783.7 KB | bdc721bdaff7 |
| data/train-00003-of-00004.parquet | Data | 284.4 KB | e791e29346dd |
| media/images-00000.tar.gz | Data | 489.9 MB | 5f3eae2502e5 |
| README.md | Documentation | 10.1 KB | — |
| .gitattributes | Repository | 2.6 KB | — |
License and Download
- License
- apache-2.0
- Access
- No access gate
Released by Sphīta through its official repository on Hugging Face. Read the license.