OpenAI

The claim: OpenAI and Ironclad announce a collaboration to train and evaluate AI agents on complex contracting workflows, aiming to advance computer use for professional legal work. The reality: Ironclad is teaching a 20-dollar-a-month chatbot to parse non-disclosure agreements, shifting the liability of a missed liability clause entirely onto the

The claim: OpenAI publishes new results on open problems in mathematics from an internal frontier model and shares Lean proof formalizations and research details on GitHub. The reality: A specialized research model can check code for esoteric proofs, leaving enterprise developers waiting for a spreadsheet plugin that actually balances accounts

The claim: OpenAI states that GPT-6 is rolling out globally in ChatGPT featuring an Intelligent UI that delivers faster responses with direct visual exploration and interactive experiences. The reality: OpenAI has not shipped GPT-6, meaning no user is paying twenty dollars a month for a real-time vector rendering engine or

The claim: Radisson Hotel Group partnered with Accenture to build a ChatGPT plugin using OpenAI technology, helping travelers find, compare, and book hotels while planning their trips. The reality: Nobody is booking a 400-dollar stay at a Radisson Blu by chatting with an LLM on an iPhone when Expedia and

The claim: OpenAI says it disrupted two AI-enabled influence operations that used false-front journalists and a think tank to spread geopolitical messaging across various social platforms. The reality: Banning a handful of burner API accounts does nothing to stop state actors from running open-source models locally on commodity GPUs for

The claim: LegalOn cut estimated daily Codex costs by 65% while maintaining development speed by matching Astra, Sol, and Luna to tasks and managing budgets strategically. The reality: Routing API traffic across different models saves money only if a senior engineer spends billable hours manually balancing prompts instead of writing

The claim: Pollo AI states that it helps creators turn bold ideas into detailed images and cinematic video ads using advanced iterations like GPT-5.6, GPT-6 Astra, and GPT-Image-2.5. The reality: OpenAI has not released any such models, meaning this tool is currently running on a marketing department'

The claim: Asana announced it used GPT-6 Astra in Codex to make its Asana browser agent 76x cheaper and 5x faster in internal tests, aiming to provide customers with more capable automation models. The reality: Saving money on a tool that still requires a human to log in, fix authentication

The claim: Sophos announced that it uses OpenAI's Daybreak to cut cyber-threat investigation time by 96% and automate 52% of managed detection and response cases while preserving human oversight. The reality: A 96% reduction in triage time means analysts are still left reviewing the remaining 48% of escalated

The claim: Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex. The reality: This means a recruiter in Austin spending seventy dollars a month on API calls to generate rejection emails that candidates still do not read. Why should I care?