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openai-news

by Sphīta sphita/openai-news

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.

Rows1,364
Configurations2
Size505.7 MB
Licenseapache-2.0
AccessPublicly accessible
Monthly Downloads39

Dataset Card

By Sphīta, published under apache-2.0, revision 67f59208ee24.

# OpenAI Official News, Research & Landmark Publication Archive **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.** [![Hugging Face Dataset](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-sphita%2Fopenai-news-FFD21E?style=flat-square)](https://huggingface.co/datasets/sphita/openai-news) [![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg?style=flat-square)](https://opensource.org/licenses/Apache-2.0) [![cl100k Tokens](https://img.shields.io/badge/Tokens-1097.3k%20cl100k-orange?style=flat-square)](https://huggingface.co/datasets/sphita/openai-news) [![Total Articles](https://img.shields.io/badge/Articles-681%20Posts-blueviolet?style=flat-square)](https://huggingface.co/datasets/sphita/openai-news) [![GitHub Org](https://img.shields.io/badge/GitHub-sphita-181717?style=flat-square&logo=github&logoColor=white)](https://github.com/sphita) [Overview](#-overview--executive-summary) · [Corpus & Token Stats](#-comprehensive-corpus--token-statistics) · [Multimodal Assets](#-multimodal-media--visual-assets-archive) · [Section Distribution](#-section--topic-distribution) · [Yearly Trends](#-historical-yearly-distribution) · [Schema](#-dataset-schema) · [Quick Start](#-quick-start-examples)

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_base BPE 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

SplitRowsSize
train68211.9 MB
urlstringslugstringtitlestringdescriptionstringauthorslistdate_publishedstringdate_modifiedstringcategorieslisttagslistword_countint64character_countint64cl100k_tokensint64body_textstringbody_markdownstringfeatured_imagestringfeatured_image_pathstringinline_imageslistinline_image_pathslistscreenshot_pathstring

full-corpus 682 rows

SplitRowsSize
train68211.9 MB
urlstringslugstringtitlestringdescriptionstringauthorslistdate_publishedstringdate_modifiedstringcategorieslisttagslistword_countint64character_countint64cl100k_tokensint64body_textstringbody_markdownstringfeatured_imagestringfeatured_image_pathstringinline_imageslistinline_image_pathslistscreenshot_pathstring

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.

Data7 files · 505.6 MB
Documentation1 file · 10.1 KB
Repository1 file · 2.6 KB
Every file
FileTypeSizeSHA-256
data/media_shards_manifest.jsonData62.0 KB—
data/openai_news.jsonlData12.4 MB54eb027c5514
data/train-00000-of-00004.parquetData1.1 MBef7543c1ed6d
data/train-00001-of-00004.parquetData1.1 MBb081a4d2219c
data/train-00002-of-00004.parquetData783.7 KBbdc721bdaff7
data/train-00003-of-00004.parquetData284.4 KBe791e29346dd
media/images-00000.tar.gzData489.9 MB5f3eae2502e5
README.mdDocumentation10.1 KB—
.gitattributesRepository2.6 KB—

License and Download

License
apache-2.0
Access
No access gate
Download from Sphīta

Released by Sphīta through its official repository on Hugging Face. Read the license.