Why AI Gets It Wrong — And How Better Context Fixes Everything - Have you ever asked ChatGPT or another AI to create something for you — only to spend hours refining the output, rewriting instructions, and still not getting exactly what you envisioned? This article explores why that gap exists, why it shows up clearly in marketing and creative workflows, and what simple changes can dramatically improve outcomes.

OpenAI vs. New York Times: The High-Stakes Fight Over ChatGPT Logs - Millions of people use ChatGPT for deeply personal tasks. Now, a court order forcing OpenAI to hand over 20 million anonymized chats to The New York Times is raising urgent questions about how private AI conversations truly are. Here's what you need to know about this case.

Introducing the File Search Tool in Gemini API - Google launched the File Search Tool, a fully managed RAG system built directly into the Gemini API that abstracts away the retrieval pipeline so you can focus on building. File Search provides a simple, integrated and scalable way to ground Gemini with your data, delivering responses that are more accurate, relevant and verifiable.

Perplexity: AI at work: getting more done with less hype - Perplexity says the real power of AI at work isn’t hype — it’s using it to cut noise, protect your focus, and turn everyday tasks into sharper, faster results. Their message is simple: stop chasing flashy AI tricks and start using AI to genuinely get more done.

Figma acquires AI-powered media generation company Weavy - Design platform Figma said that it has acquired AI-powered image and video generation company Weavy. The startup will join Figma under a new brand called Figma Weave. Weavy will exist as a stand-alone product for now and that, in the future, it will be integrated with the Figma Weave brand, along with the rest of the Figma platform.

Go to Perplexity and search naturally: "Are there any patents related to AI automations?" - Perplexity automatically activates Patent Research (beta), showing relevant filings, owners, and dates

Refine with conversational queries: "Find active patents for AI-driven industrial automation and model drift detection", then follow up with "Summarize main claims" or "Show whitespace in this field"

Toggle on Agent Mode for advanced analysis - the AI automatically retrieves patents from multiple jurisdictions, creates tables, and builds visualization charts (showing "12 steps completed")

Review generated PNG charts showing patent clusters and risk zones, plus CSV files with patent IDs, titles, owners, and claims - identify which companies dominate and where opportunities exist

Use results to inform product design by identifying saturated areas to avoid, high-opportunity/low-risk zones for innovation, and specific technologies or claims requiring caution

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