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OpenAI

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OpenAI’s GPT-5.4-Cyber: a practical boost for defenders — and a new risk calculus

OpenAI’s GPT-5.4-Cyber: a practical boost for defenders — and a new risk calculus

OpenAI has introduced GPT-5.4-Cyber, a purpose-built variant of GPT-5.4 tuned to assist vetted security professionals with tasks previously reserved for specialized analysts. Rather than a general consumer release, this model is designed to lower refusal rates for legitimate cybersecurity workflows: binary reverse engineering, vulnerability scanning, malware analysis and exploit research. The announcement frames the model as a defensive accelerant — a tool to help defenders inspect compiled software and evaluate…

Saugata Datta4 min read421
OpenAI Acquires Hiro Finance to Bolster AI Financial Planning

OpenAI Acquires Hiro Finance to Bolster AI Financial Planning

OpenAI has officially confirmed the acquisition of Hiro Finance, an AI-powered personal finance startup founded by serial entrepreneur Ethan Bloch. The deal, which follows Hiro’s recent launch of a specialized financial modeling tool, marks a strategic move by OpenAI to deepen its expertise in high-stakes mathematical accuracy and consumer fintech. Backed by heavyweights like Ribbit Capital and General Catalyst, Hiro had carved out a niche by training models specifically for…

Saugata Datta2 min read417
OpenAI Revokes macOS App Certificate After Axios Supply-Chain Compromise

OpenAI Revokes macOS App Certificate After Axios Supply-Chain Compromise

OpenAI has publicly disclosed a supply‑chain incident that affected the signing workflow for its macOS applications and, out of caution, is revoking and rotating the certificate used to notarize those apps. The company’s investigation found that a GitHub Actions workflow used in the macOS signing process pulled a compromised release of the widely used npm library Axios (version 1.14.1). Although OpenAI reports no evidence of user-data exfiltration or system compromise,…

Saugata Datta5 min read420
OpenAI Brings Plugins to Codex, Narrowing the Gap with Claude Code

OpenAI Brings Plugins to Codex, Narrowing the Gap with Claude Code

OpenAI has quietly expanded Codex’s capabilities by adding a plugins system — a move that makes the coding assistant feel less like a standalone tool and more like a configurable platform. On the surface, these plugins are collections that can include workflow “skills,” integrations with external applications, and connections to MCP (Model Context Protocol) servers. For users, the most immediate value is convenience: functionality that once required manual configuration can…

Saugata Datta4 min read484
OpenAI Pulls the Plug on Sora: Why the Video Platform Failed and What Comes Next

OpenAI Pulls the Plug on Sora: Why the Video Platform Failed and What Comes Next

OpenAI’s Sora arrived with a burst of excitement: a consumer-facing video generator that turned text prompts into short, striking clips. For a moment, it felt like a clear signal that generative video had arrived. Yet, less than a year after its high-profile debut, OpenAI has decided to wind Sora down—removing the Sora app, shutting the Sora API, and stripping video generation capabilities from ChatGPT. The decision, announced internally by CEO…

Saugata Datta4 min read488
Two Words, One Deal: How “Stateful” vs “Stateless” Could Decide a $50 Billion Cloud Dispute

Two Words, One Deal: How “Stateful” vs “Stateless” Could Decide a $50 Billion Cloud Dispute

Last week’s reporting brought into sharp relief a narrowly technical — but potentially enormous — dispute between Microsoft, Amazon and OpenAI over a reported $50 billion commercial arrangement. At the center of the controversy are two terms engineers use every day: “stateful” and “stateless.” Depending on how those words are interpreted, Microsoft may have grounds to claim a breach of its exclusivity agreement with OpenAI, or Amazon and OpenAI may…

Saugata Datta5 min read548
OpenAI’s New North Star: Report Says Business and Productivity Take Center Stage

OpenAI’s New North Star: Report Says Business and Productivity Take Center Stage

Last week, details from an internal all‑hands meeting at OpenAI were reported by the Wall Street Journal and subsequently picked up by other outlets. According to the reporting, company leaders signaled a strategic shift toward prioritizing business and productivity use cases, with executives urging teams to focus on core, revenue‑driving efforts rather than exploratory side projects. What was reported at the all‑hands Fidji Simo, OpenAI’s head of applications, was quoted…

Saugata Datta2 min read550
GPT-5.4 Lands: A Reasoning Powerhouse That Writes Code, Uses Your Computer, and Thinks Ahead

GPT-5.4 Lands: A Reasoning Powerhouse That Writes Code, Uses Your Computer, and Thinks Ahead

OpenAI’s March 2026 release, GPT-5.4, reads like a careful step toward AI that can carry an entire project from first idea to final delivery. It isn’t just a faster chatbot or a slightly smarter code generator — it’s a consolidated system that bundles advanced reasoning, strong coding skills, and native computer-use capabilities into a single model. The result is a platform designed for sustained, multi-step professional workflows where the model…

Saugata Datta5 min read799
OpenAI’s Next Frontier: Smart Speakers, Glasses, and the Hardware Bet on Everyday AI

OpenAI’s Next Frontier: Smart Speakers, Glasses, and the Hardware Bet on Everyday AI

The idea that artificial intelligence lives only in the cloud or behind a chat window is changing. OpenAI—best known for conversational models that scale across apps and businesses—is reportedly building a family of physical devices, starting with a smart speaker and potentially expanding into smart glasses and even a smart lamp. This move represents a pivotal moment in how AI companies think about integrating their models into daily life: not…

Saugata Datta5 min read728
Self-Hosted N8N on Affordable VPS: Practical Guide, Cost Comparisons, and Agentic AI Use Cases

Self-Hosted N8N on Affordable VPS: Practical Guide, Cost Comparisons, and Agentic AI Use Cases

Harnessing the power of self-hosted automation tools is transforming the way individuals and businesses streamline tasks. n8n (pronounced “n-eight-n”) is an open-source workflow automation tool known for its flexibility and the control it offers over data privacy and integrations. When paired with the capabilities of Agentic AI, it opens the door to advanced, intelligent workflows—without ever relying on expensive, proprietary platforms. Why Choose Self-Hosting For n8n? Opting to self-host n8n,…

Saugata Datta4 min read933
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