데이터 통제·에이전트 비용·장문서 처리·로컬 모델 확장

We will continue to offer Zero Data Retention for frontier models. As AI takes on longer, more autonomous work and delivers greater value to businesses, safety systems also need to identify risks across related interactions. To help address those risks, we're previewing Private Safety Processing, which is designed to improve safety without giving OpenAI personnel access to the underlying content.

Today we’re previewing Private Safety Processing, designed to let us keep offering Zero Data Retention while improving our safeguards. Even when benefiting from frontier intelligence, customers shouldn’t have to give up control of sensitive data. For ZDR deployments, content stays on infrastructure the customer controls. Automated systems look for patterns across related interactions and return limited safety signals, without exposing the underlying prompts or responses to OpenAI employees (even me!). We’re also developing an OpenAI-hosted option encrypted with customer-controlled keys. We’re testing this with early customers now and plan to begin rolling it out in September.

Nous Research

@NousResearch

Hermes now leverages NVIDIA's SkillEvaluator on skill installs, checking for PII, leaked secrets, Unicode smuggling, licensing and security issues before you confirm. We pointed it at our own bundled skills first, and used what it found to improve 11 of them.

Cursor

@cursor_ai

Use /goal to give the agent a long-lived objective to work towards until it's fully complete. Read the full changelog: https:// cursor.com/changelog/08-1 9-26 …

We are excited to share @databricks 's new AI Extract achieves the new frontier at complex document processing tasks! It addresses a few key customers' pain points: - Process documents with 500+ pages that exceeds 1M tokens - Large, nested schema with 1k+ of objects - Complex schema that requires frontier reasoning Here is how we achieved it: - In-house custom model for document extraction that is trained for complex real-world examples and optimized for serving large volume of workloads - Custom agent harness that is designed for long document extraction. It decomposes large extraction jobs, executes smaller tasks in parallel, and reconciles them into one final structured output. This is the methodology behind many of our work: identify key large workloads of enterprise customers, build in-house models + harness to address it, and ship to the customers through a close collaboration between the research + product!

Matei Zaharia

@matei_zaharia

Some continued great results with our custom trained models at Databricks!

Veeral Patel

@vral

Monitor and control your AI spend on every provider on http:// router.com. Our early users save 40% on average. Every week, the price-intelligence-latency frontier shifts, and we expect this trend to continue. Tradeoffs between latency, reasoning, cost, service tier, open source and closed source models are shifting constantly. Router sends every request to the model that's actually best for the task and helps you control what tokens you buy. We benchmark it against real work: ~40% lower cost for the same outputs. Today we're opening it to everyone. Two lines of code or just change your base URL. No @tryramp account needed. Free through 2026, first $26 on us. Get an API key today at http:// router.com

Santiago

@svpino

Using a model gateway is the simplest way to improve the architecture of whatever you are building. • You will never be locked into a single model provider • You can swap models with a single change • Token-level attribution: you know who did what and when

Google Gemini

@GeminiApp

Back-to-school season is here and starting today, eligible college students can get a full year of Gemini on us: - US students: 1 year of Google AI Pro at no cost - 140+ countries: 1 year of Google AI Plus at no cost Here’s what’s new for students

Google Gemini

@GeminiApp

The student hub, study notebooks, interactive visualizations, and Deep Research in Gemini Live are rolling out today to eligible Gemini app users globally. Claim your student plan for one year at no cost. Offer runs through December 31st, 2026 for eligible students. Terms apply. Learn more here:

Locally hosted locally made

Eleven v3 Conversational, our most expressive model for realtime speech, is now generally available. For developers building voice experiences that respond with real emotion, Eleven v3 Conversational includes audio tags for fine-grained control and support across 70+ languages.