OpenAI
OpenAI is an artificial intelligence research and deployment company founded in December 2015 by Sam Altman, Elon Musk, and others. It developed the GPT family of large language models, DALL-E image generation models, Codex, and the ChatGPT consumer application. As of early 2026, its publicly available models include GPT-4o, o1, and o3, with no verified release of a model designated 'GPT-5'. Originally a non-profit, it added a capped-profit subsidiary and in late 2024 announced a plan, still in progress, to restructure into a for-profit public benefit corporation. Microsoft has cumulatively invested over $13 billion since 2019. OpenAI dominates consumer AI with ChatGPT and the developer market via its API. In December 2024, it stated annualized revenue had surpassed $3.7 billion. Its significance stems from its central role in the commercial AI race, contested restructuring, and influence on AI policy and enterprise adoption.
OpenAI has transformed into a relentless shipping machine. In recent months, it has launched GPT-5.2 Pro, GPT-5.3-Codex-Spark, MAI-Thinking-1, ChatGPT Image 2, and the Daybreak product—each targeting a distinct slice of the AI stack. It now fields models for reasoning, code generation, vision, and embeddings, while also developing its own custom AI chips to reduce reliance on external hardware. The company competes directly with xAI and Meta, and its partnership with the Open Compute Project signals a push toward open infrastructure. Yet tensions remain: it uses GitHub Copilot—a product it originally developed—and relies on Nemotron-PII for data privacy. With 61 mentions in the last 30 days, OpenAI dominates the conversation, but its sprawling portfolio raises a key question: can it maintain coherence across so many fronts?
- ·Shipped GPT-5.2 Pro, GPT-5.3-Codex-Spark, MAI-Thinking-1, and ChatGPT Image 2 recently
- ·Developed custom AI chips to reduce hardware dependency
- ·Competes with xAI and Meta; partnered with Open Compute Project
- ·Uses GitHub Copilot and Nemotron-PII, despite developing competing products
- ·61 mentions in last 30 days, highest velocity among peers
Signal Radar
Five-axis snapshot of this entity's footprint
Mentions × Lab Attention
Weekly mentions (solid) and average article relevance (dotted)
Timeline
20- Product LaunchJun 13, 2026
Codex reaches 5 million weekly users, up 400% from start of year
View source- users:
- 5 million weekly
- Product LaunchJun 12, 2026
Codex users can now save rate limit resets, starting with one free saved reset for Go, Plus, Pro, and Business tiers.
View source - AcquisitionJun 11, 2026
OpenAI acquired cloud startup Ona to support AI agent infrastructure
View source - FundingJun 9, 2026
OpenAI closed a $6.6B round at a $157B valuation
View source- amount:
- $6.6B
- round:
- Unknown
- FundingJun 9, 2026
OpenAI closed a $6.6B funding round at a $157B valuation
View source- amount:
- $6.6B
- round:
- Unknown
- valuation:
- $157B
- Research MilestoneJun 4, 2026
Publicly acknowledged early signs of recursive self-improvement in current AI systems
View source - Research MilestoneMay 21, 2026
AI disproves 1946 Erdős conjecture, first AI to solve open math problem
View source - Product LaunchMay 21, 2026
OpenAI preparing imminent release of general-purpose LLM with test-time compute scaling.
View source - PartnershipMay 20, 2026
OpenAI in advanced talks with TPG, Bain, Brookfield, Advent for $10B enterprise AI joint venture
View source- amount:
- $10B
- investor commitments:
- $4B
- HiringMay 19, 2026
Plans to nearly double workforce as part of pivot from consumer to enterprise AI.
View source - Product LaunchMay 10, 2026
OpenAI open-sourced Tectonic filesystem and custom networking stack for GPU cluster training
View source - Regulatory ActionMay 5, 2026
White House briefed OpenAI on potential pre-release AI model review process.
View source - Research MilestoneMay 3, 2026
Claims 10GW AI infrastructure capacity secured, 3GW added in 90 days
View source- capacity gw:
- 10
- added gw 90 days:
- 3
- PolicyMay 3, 2026
Projected $121 billion in AI research hardware costs for 2029
View source- cost billions:
- 121
Relationships
70Developed
Competes With
Hired
Founded
Developed By
Partnered
Invested
Uses
Frequently appears with
7Entities that show up in the same articles — shared coverage, not a stated relationship.
Recent Articles
15Google Gemini-SQL2 Hits 80.04% on BIRD, Beating GPT-5.5 by 7 Points
-Google's Gemini-SQL2 hits 80.04% on BIRD, beating GPT-5.5 by 7 points and Claude Opus 4.6 by 9 points, with no public release or paper yet.
95 relevanceOpenAI Buys Ona to Give Codex Multi-Day Autonomous Coding
+OpenAI acquired Ona (formerly Gitpod) to give Codex persistent cloud environments for autonomous coding tasks lasting hours or days, targeting Anthrop
82 relevanceOpenAI Lets Codex Users Bank Rate Limit Resets
+OpenAI lets Codex users save rate limit resets. One free saved reset for Go, Plus, Pro, Business tiers.
81 relevanceSemiAnalysis: Pretraining Dead for All but Frontier Labs
~@SemiAnalysis_ declares pretraining dead for non-frontier labs, citing 'Pretrainitis' as vanity-driven waste. Prompt engineering offers higher ROI.
83 relevanceBezos' Prometheus Closes $12B Round at $41B Valuation
~Jeff Bezos' Prometheus raised $12B at $41B valuation, totaling $18.2B with no product. The compute-heavy startup targets physical-world AI but faces s
100 relevanceOpenAI Acquires Cloud Startup Ona to Power Agent Infrastructure
+OpenAI acquired cloud startup Ona to support AI agent infrastructure, two days after a $6.6B raise. The deal targets enterprise reliability gaps as Op
90 relevanceVisa ChatGPT Integration Enables AI Agent Retail Purchasing
+Visa integrated with ChatGPT to let AI agents autonomously purchase retail goods. This enables conversational commerce where users delegate shopping t
96 relevanceOpenAI Eyes 10GW Ohio Data Center with Nvidia Backing
+OpenAI is negotiating a 10GW Ohio data center with Nvidia backing, potentially costing $500B on federal land.
100 relevanceOpenAI Targets 2028 for AI to Perform Significant Research
+Sam Altman predicts AI will conduct significant research by March 2028, a concrete milestone for autonomous AI capabilities.
88 relevanceGemini 3.5 Live Translate Debuts as Real-Time Audio Model
~Google DeepMind released Gemini 3.5 Live Translate, an audio model for real-time translation, but disclosed no pricing, latency, or language pair deta
87 relevanceAnthropic, OpenAI Float Global AI Slowdown in Strategy Posts
~Anthropic and OpenAI floated coordinated global AI slowdowns in strategy posts but offered no concrete methods. The framing sets an impossible bar.
90 relevancePrism v1.8 Adds CLI, MCP Server, and SDKs — Here's How to Use Them with
~Prism v1.8's MCP server gives Claude Code direct control over caches, budgets, and routing. Install it in 2 minutes and ditch the dashboard for termin
73 relevance31% of Centacorns Reach $1T; IPOs Coming
+Coatue data shows 31% of $100B+ firms reach $1T. Laffont predicts AI-driven IPOs from OpenAI, Anthropic, SpaceX.
82 relevanceOpenAI's ChatGPT 'Dreaming' Memory Retains Preferences Across Sessions
+OpenAI launched a dreaming memory system for ChatGPT that retains user preferences across conversations by compressing and replaying session data, ena
100 relevanceOpenAI Signals Recursive Self-Improvement Is Emerging Now
+OpenAI says it sees early signs of recursive self-improvement in current AI systems, warning governance institutions are not ready. No evidence was pr
87 relevance
Predictions
10- pendingquarterMay 16, 2026
OpenAI will reprice Codex for coding-heavy usage
Within the next quarter, OpenAI will introduce a cheaper or more generous pricing path for Codex API usage that is explicitly optimized for coding and agentic workflows. The change will not be a generic model price cut; it will be a packaging move aimed at defending developer mindshare against Claude Code and Cursor.
90% - pendingquarterApr 25, 2026
OpenAI will undercut coding access again, but only in API form
Within the next quarter, OpenAI will reduce effective pricing or expand usage limits for at least one coding-relevant API tier, but it will not do so through a broad ChatGPT discount. The move will be narrowly aimed at developer retention, not consumer growth, and will look more like a tactical API response than a product reset.
90% - incorrectmonthApr 24, 2026
OpenAI will split Codex pricing from ChatGPT
Within the next month, OpenAI will make Codex materially more distinct from ChatGPT in pricing or packaging, with a separate developer-facing billing surface or usage tier. The practical result will be that coding-heavy customers stop being treated as generic ChatGPT users and start being sold a dedicated workflow product.
75% - pendingquarterApr 4, 2026
Microsoft will push Copilot agents into a separate enterprise SKU
Within the next quarter, Microsoft will split at least one Copilot agent capability into a more explicitly enterprise-governed SKU or add-on, rather than leaving it as a generic Copilot feature. The tell will be admin controls, policy hooks, or tenant-level governance becoming the headline, because Microsoft needs to defend margin and control as agentic workflows get more autonomous.
89% - pendingquarterApr 1, 2026
OpenAI Pre-IPO Agent Framework Launch
OpenAI will announce and release a developer preview of a new 'OpenAI Agents' framework with native tool-use and persistent memory, distinct from MCP, at or before its 2026 DevDay (expected November 2026).
90% - archivedquarterMar 31, 2026
OpenAI cuts effective coding API prices after Claude pressure
OpenAI will reduce effective pricing or expand usage limits for at least one coding-relevant API tier within the next quarter. The move will be framed as product simplification or higher throughput, but the real signal will be a response to Claude Code's developer pull and the broader token-price race.
48% - archivedquarterMar 29, 2026
Google will price Gemini Flash below GPT-5.2 on coding
Within the next quarter, Google will introduce a materially cheaper coding/agent tier for Gemini Flash that undercuts the effective price of GPT-5.2-class access on at least one common workload. The move will be framed as a performance story, but the real signal is that Google is trying to win developer mindshare by compressing the cost of agentic usage rather than chasing benchmark headlines.
53% - archivedquarterMar 26, 2026
OpenAI will reprice coding access after Claude Code pressure
Within the next quarter, OpenAI will cut effective pricing or expand usage limits for at least one coding-relevant API or ChatGPT developer tier, with the move framed around developer productivity rather than model quality. The important part is not a new model launch; it is a margin-defense response to Claude Code’s momentum in the coding workflow.
86% - archivedquarterMar 25, 2026
OpenAI's GPT-5 Will Not Dominate the Market
Despite high expectations, OpenAI's upcoming GPT-5 will struggle to capture significant market share due to increasing competition from specialized models and emerging players like Anthropic in tailored applications.
90% - archivedquarterMar 24, 2026
OpenAI's Retreat Will Spark Growth of Niche AI Solutions
Contrary to popular belief, OpenAI's recent retreat from instant checkout solutions will create space for niche AI startups to capture at least 15% of the market share in this segment by the end of 2026.
45%
AI Discoveries
10- hypothesisactive9h ago
H: Within 90 days, at least one major AI lab (OpenAI, Google, or Anthropic) will adopt 'cost-per-agent'
Within 90 days, at least one major AI lab (OpenAI, Google, or Anthropic) will adopt 'cost-per-agent' as their primary pricing metric for developer APIs, replacing or supplementing cost-per-token.
70% confidence - hypothesisactive1d ago
H: Within 60 days, at least one major US cloud provider (AWS, Azure, or GCP) will announce a managed se
Within 60 days, at least one major US cloud provider (AWS, Azure, or GCP) will announce a managed service for deploying open-weights MoE models (like the Chinese lab's GPT-5.5-matching model) for agentic coding workloads, directly competing with OpenAI's Codex and Anthropic's Claude Code.
65% confidence - hypothesisactive2d ago
H: Hidden link OpenAI ↔ Gemini
OpenAI and Gemini are converging on the same downstream application and infrastructure neighbors, making them more directly substitutable than the graph currently encodes.
81% confidence - hypothesisactive3d ago
H: Within 60 days, OpenAI will announce a 'ChatGPT Agents' enterprise product that directly competes wi
Within 60 days, OpenAI will announce a 'ChatGPT Agents' enterprise product that directly competes with Anthropic's Claude Desktop Enterprise, featuring a sandboxed execution environment for autonomous purchasing (building on the Visa integration).
70% confidence - hypothesisactive3d ago
H: Hidden link Gemini ↔ OpenAI
Gemini and OpenAI are converging into the same product and pricing battleground, with likely future direct competitive framing.
81% confidence - observationactive4d ago
Sentiment divergence: DeepSeek vs OpenAI
DeepSeek and OpenAI have a 'competes_with' relationship (7 evidence articles) but their recent sentiment has diverged significantly: DeepSeek=0.67, OpenAI=0.10 (gap=0.57). Sentiment divergence between related entities often signals an emerging conflict, leadership change, or strategic shift.
70% confidence - discoveryactive5d ago
Minimax M3 is a stealth competitor to both OpenAI and Google in the 'efficient frontier' race
Minimax M3 (3 mentions/7d) appears isolated — no co-occurrences with Google, Claude Code, or Apple. But this is deceptive. Minimax's M3 model is optimized for efficiency (3x cheaper than GPT-4o on some benchmarks). The unconnected pair Google ↔ Minimax M3 is the signal: Google's $920M/month compute
65% confidence - discoveryactive5d ago
Causal: Anthropic publishes Claude Opus 4.6 pape → Within 120 days, top-tier AI conference
Cause: Anthropic publishes Claude Opus 4.6 papers on arXiv at 3x OpenAI's rate Effect: Academic researchers (MIT, Stanford) increasingly cite and build on Anthropic's work, not Google's or OpenAI's Predicted next: Within 120 days, top-tier AI conference papers will cite Anthropic research more than
71% confidence - hypothesisactive5d ago
H: Within 30 days, OpenAI will announce a 'Codex Agent' product with CLAUDE.md-compatible memory, direc
Within 30 days, OpenAI will announce a 'Codex Agent' product with CLAUDE.md-compatible memory, directly copying Claude Code's agent memory architecture.
75% confidence - discoveryactive5d ago
Anthropic's arXiv dominance signals a research-led market capture strategy
Claude Opus 4.6 papers appearing on arXiv at 3x the rate of OpenAI's equivalent models isn't just transparency — it's a systematic talent and mindshare acquisition play. Anthropic is using arXiv to attract academic researchers who will build on Claude, creating a self-reinforcing ecosystem that comp
90% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W17 | 0.23 | 30 |
| 2026-W18 | 0.31 | 22 |
| 2026-W19 | 0.06 | 11 |
| 2026-W20 | 0.23 | 11 |
| 2026-W21 | 0.26 | 36 |
| 2026-W22 | -0.10 | 2 |
| 2026-W23 | 0.15 | 8 |
| 2026-W24 | 0.20 | 11 |