OpenAI has developed an internal AI data agent designed to help employees move from complex questions to reliable insights in minutes. The tool allows teams to analyse vast datasets using natural language instead of manual SQL-heavy workflows.
Across engineering, finance, research and product teams, the agent reduces friction by locating the right tables, running queries and validating results automatically. Built on GPT-5.2, it adapts as it works, correcting errors and refining its approach without constant human input.
Context plays a central role in the system’s accuracy, combining metadata, human annotations, code-level insights and institutional knowledge. A built-in memory function stores non-obvious corrections, helping the agent improve over time and avoid repeated mistakes.
To maintain trust, OpenAI evaluates the agent continuously using automated tests that compare generated results with verified benchmarks. Strong access controls and transparent reasoning ensure the system remains secure, reliable and aligned with existing data permissions.
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OpenAI has begun testing advertising placements inside ChatGPT, marking a shift toward monetising one of the world’s most widely used AI platforms. Sponsored content now appears below chatbot responses for free and low-cost users, integrating promotions directly into conversational queries.
Ads remain separate from organic answers, with OpenAI saying commercial content will not influence AI-generated responses. Users can see why specific ads appear, dismiss irrelevant placements, and disable personalisation. Advertising is excluded for younger users and sensitive topics.
Initial access is limited to enterprise partners, with broader availability expected later. Premium subscription tiers continue without ads, reflecting a freemium model similar to streaming platforms offering both paid and ad-supported options.
Pricing places ChatGPT ads among the most expensive digital formats. The value lies in reaching users at high-intent moments, such as during product research and purchase decisions. Measurement tools remain basic, tracking only impressions and clicks.
OpenAI’s move into advertising signals a broader shift as conversational AI reshapes how people discover information. Future performance data and targeting features will determine whether ChatGPT becomes a core ad channel or a premium niche format.
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OpenAI has launched Prism, a cloud-based LaTeX workspace designed to streamline the drafting, collaboration, and publication of academic papers. The tool integrates writing, citation management, real-time collaboration, and AI assistance into a single environment to reduce workflow friction.
Built specifically for scientific use, Prism embeds GPT-5.2 directly inside documents rather than as a separate chatbot. Researchers can rewrite sections, verify equations, test arguments, and clarify explanations without leaving the editing interface, positioning AI as a background collaborator.
Users can start new LaTeX projects or upload existing files through prism.openai.com using a ChatGPT account. Co-authors can join instantly, enabling simultaneous editing while maintaining structured formatting for equations, references, and manuscript layout.
OpenAI says Prism supports academic search, converts handwritten formulas into clean LaTeX, and allows voice-driven edits for faster reviews. Completed papers export as publication-ready PDFs alongside full source files.
Initially available for free to personal ChatGPT users, the workspace will later expand to Business, Enterprise, and Education plans. The company frames the tool as a practical productivity layer rather than a research disruption platform.
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A Chrome browser extension posing as an AI assistant has stolen OpenAI credentials from more than 10,000 users. Cybersecurity platform Obsidian identified the malicious software, known as H-Chat Assistant, which secretly harvested API keys and transmitted user data to hacker-controlled servers.
The extension, initially called ChatGPT Extension, appeared to function normally after users provided their OpenAI API keys. Analysts discovered that the theft occurred when users deleted chats or logged out, triggering the transmission of credentials via hardcoded Telegram bot credentials.
At least 459 unique API keys were exfiltrated to a Telegram channel months before they were discovered in January 2025.
Researchers believe the malicious activity began in July 2024 and continued undetected for months. Following disclosure to OpenAI on 13 January, the company revoked compromised API keys, though the extension reportedly remained available in the Chrome Web Store.
Security analysts identified 16 related extensions sharing the identical developer fingerprints, suggesting a coordinated campaign by a single threat actor.
LayerX Security consultant Natalie Zargarov warned that whilst current download numbers remain relatively low, AI-focused browser extensions could rapidly surge in popularity.
The malicious extensions exploit vulnerabilities in web-based authentication processes, creating, as researchers describe, a ‘materially expanded browser attack surface’ through deep integration with authenticated web applications.
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NVIDIA, Microsoft, and Amazon are in talks to invest up to $60 billion in OpenAI, valuing the company at around $730 billion. The talks highlight intensifying competition among technology giants to secure strategic positions in the rapidly expanding AI sector.
NVIDIA is said to be considering the largest commitment, potentially investing as much as $30 billion, while Microsoft may add less than $10 billion despite its long-standing partnership with OpenAI.
Amazon could contribute more than $10 billion, strengthening its cloud and infrastructure ties with the company as demand for large-scale AI computing continues to rise.
OpenAI and NVIDIA are advancing plans to deploy large-scale data centre capacity, with a multi-year rollout starting in late 2026. The project aims to deliver large-scale high-performance computing, supporting OpenAI’s push towards artificial general intelligence and global expansion.
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Worldcoin jumped 40% after reports that OpenAI is developing a biometric social platform to verify users and eliminate bots. The proposed network would reportedly integrate AI tools while relying on biometric identification to ensure proof of personhood.
Sources cited by Forbes claim the project aims to create a humans-only platform, differentiating itself from existing social networks, including X. Development is said to be led by a small internal team, with work reportedly underway since early 2025.
Biometric verification could involve Apple’s Face ID or the World Orb scanner, a device linked to the World project co-founded by OpenAI chief executive Sam Altman.
The report sparked a sharp rally in Worldcoin, though part of the gains later reversed amid wider market weakness. Despite the brief surge, Worldcoin has remained sharply lower over the past year amid weak market sentiment and ongoing privacy concerns.
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SoftBank is in discussions to invest an additional $30 billion in OpenAI, as the Japanese conglomerate deepens its commitment to the AI pioneer. The potential funding round could reach $100 billion, valuing OpenAI at approximately $830 billion.
Chief Executive Masayoshi Son has taken an aggressive approach in the AI race, following a $41 billion investment last year that secured an 11 percent stake. OpenAI is facing increasing operational costs to train and maintain its AI models while competing with Alphabet’s Google.
Both SoftBank and OpenAI are also investors in Stargate, a $500 billion project to build AI data centres critical to US efforts to maintain a technological edge over China. The ambitious plan highlights the strategic importance of AI infrastructure in the global market.
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Advertising is set to be introduced within the free ChatGPT service, signalling a shift in how the platform will be monetised as its user base continues to expand rapidly. The move reflects OpenAI’s plans to turn widespread adoption into a sustainable revenue stream.
The company confirmed that ad testing will begin in the coming weeks, with sponsored content shown at the bottom of relevant ChatGPT responses. OpenAI said advertisements will be clearly labelled and separated from organic answers.
ChatGPT now serves more than 800 million users globally, most of whom currently access the service at no cost. Despite the high valuation, the company has continued to operate at a loss while expanding its infrastructure and AI capabilities.
Advertising represents OpenAI’s latest effort to diversify income beyond paid subscriptions and enterprise services. Sponsored recommendations will be shown only when products or services are deemed relevant to the user’s ongoing conversation.
The shift places OpenAI closer to traditional digital platform business models, raising broader questions about how commercial incentives may shape conversational AI systems as they become central gateways to online information.
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OpenAI has launched the Education for Countries programme, a new global initiative designed to support governments in modernising education systems and preparing workforces for an AI-driven economy.
The programme responds to a widening gap between rapid advances in AI capabilities and people’s ability to use them effectively in everyday learning and work.
Education systems are positioned at the centre of closing that gap, as research suggests a significant share of core workplace skills will change by the end of the decade.
By integrating AI tools, training and research into schools and universities, national education frameworks can evolve alongside technological change and better equip students for future labour markets.
The programme combines access to tools such as ChatGPT Edu and advanced language models with large-scale research on learning outcomes, tailored national training schemes and internationally recognised certifications.
A global network of governments, universities and education leaders will also share best practices and shape responsible approaches to AI use in classrooms.
Initial partners include Estonia, Greece, Italy, Jordan, Kazakhstan, Slovakia, Trinidad and Tobago and the United Arab Emirates. Early national rollouts, particularly in Estonia, already involve tens of thousands of students and educators, with further countries expected to join later in 2026.
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The AI firm, OpenAI, plans to introduce advertising within ChatGPT for logged-in adult users, marking a structural shift in how brands engage audiences through conversational interfaces.
Ads would be clearly labelled and positioned alongside responses, aiming to replace interruption-driven formats with context-aware brand suggestions delivered during moments of active user intent.
Industry executives describe conversational AI advertising as a shift from exposure to earned presence, in which brands must provide clarity or utility to justify inclusion.
Experts warn that trust remains fragile, as AI recommendations carry the weight of personal consultation, and undisclosed commercial influence could prompt rapid user disengagement instead of passive ad avoidance.
Regulators and marketers alike highlight risks linked to dark patterns, algorithmic framing and subtle manipulation within AI-mediated conversations.
As conversational systems begin to shape discovery and decision-making, media planning is expected to shift toward intent-led engagement, authority-building, and transparency, reshaping digital advertising economics beyond search rankings and impression-based buying.
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