Cursor Web & Mobile 📱, Meta’s superintelligence team 💻, Siri considers OpenAI 🤖

Cursor can now run coding tasks in the background across any browser or mobile device. Teams can review agent-generated diffs ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

Sign Up |Advertise|View Online TLDR Together With TLDR AI 2025-07-01 Delve generated $1M in pipeline from TLDR newsletter ads (Sponsor) Delve ran 4 ads across 2 TLDR newsletters and brought in 66 leads, with a meaningful chunk from enterprise. The result: $1M in attributed pipeline and a 52x ROI. This case study breaks down their strategy, results, and example ads. Read the Delve case study. 🚀 Headlines & Launches Cursor Launches Web and Mobile Apps (2 minute read) Cursor can now run coding tasks in the background while users are away and works across any browser or mobile device. Teams can review agent-generated diffs and create pull requests directly from the web interface, with Slack integration for notifications and triggering agents. Apple Considers Letting Anthropic and OpenAI Power Siri (3 minute read) Repeated delays have forced Apple to abandon its typically insular approach. Both companies are training specialized versions of their models to run on Apple's cloud infrastructure. Zuckerberg Announces Meta 'Superintelligence' Effort, More Hires (3 minute read) Mark Zuckerberg announced a restructuring of Meta's AI division to focus on developing superintelligence. The new group, Meta Superintelligence Labs (MSL), will be led by Alexandr Wang, appointed as chief AI officer. 🧠 Deep Dives & Analysis How Oracle Is Winning the AI Compute Market (15 minute read) Oracle has quietly become a key player in the AI compute race, largely due to the success of its partnership with ByteDance. The two companies poured billions into data centers in Singapore and Malaysia, which is now the world's second-largest AI hub. The company was the single largest lessor of datacenter capacity in the US from late 2023 to early 2025, securing over $130 billion in contracts expected over the next 12 months, including Stargate deals. Machines of Faithful Obedience (16 minute read) AI, including AGI and ASI, can significantly benefit humanity if the technical alignment problem is solved, enabling AIs to follow human instructions accurately and faithfully. However, rapid AI progress poses risks, such as reaching alignment "uncanny valleys," potential arms races, surveillance states, societal upheaval, and misuse in offensive applications. Ensuring dominance in inference-time compute with responsible deployment and maintaining human oversight are critical to mitigating these risks and harnessing AI's potential for positive global impact. 🧑‍💻 Engineering & Research ✨Bria's Open-Source T2I Model: Flux Quality at 1/3 Size✨ (Sponsor) New 4B-parameter model matches Flux.1 Dev and outperforms Adobe Firefly 4.0, while being 50% easier to fine-tune. Built with 100% licensed data for enterprise use. Bria Visual AI Platform as a Service includes ControlNets, IP adaptors, alongside full legal indemnity. Download Model ⇨ Request The Benchmark Evaluation ⇨ The New Skill in AI is Not Prompting, It's Context Engineering (4 minute read) Building powerful and reliable AI agents is about the engineering of context and providing the right information and tools in the right format at the right time. The quality of information loaded into an agent's limited working memory determines whether it succeeds or fails. Most agent failures are context failures. Building effective AI agents is less about complexity and everything to do with the quality of context provided. There Are No New Ideas in AI… Only New Datasets (7 minute read) The next paradigm shift isn't going to come from an improvement to RL or a fancy new type of neural net. It will come when a new source of data that hasn't been accessed before is unlocked. One obvious source of information that a lot of people are working towards harnessing is video. Another source of information may be unlocked when scientists figure out how to gather and process information from cameras and sensors in a way that's amenable to training large models on GPUs. Post-Training Vision-Language-Action Models (27 minute read) This review analyzes post-training strategies for VLA models through the lens of human motor learning, introducing a taxonomy across perception, embodiment, and task dimensions. 🎁 Miscellaneous Airtable's Launches Omni, an agentic app building assistant (6 minute read) Airtable reintroduced itself as an AI-native company, unveiling Omni, an AI assistant that can build new and edit existing apps, update datasets, or analyze data with plain language. The company also launched a suite of agents – web and legal research, document analysis, and market eval – that can be embedded within business apps to streamline workflows and operations. Microsoft's Custom AI Chip Hits Delays (4 minute read) The Braga chip won't hit mass production until 2026 after OpenAI requested last-minute design changes. When it ships, it will likely lag behind Nvidia's Blackwell, cementing Azure's sole reliance on Nvidia hardware for another 1 to 2 years. ⚡ Quick Links Want more news from TLDR? (Sponsor) You'll probably like our flagship newsletter. It's all about tech, science, and programming. Same quick format. Still free. Subscribe now. METR Finds DeepSeek and Qwen Models Lag Frontier AI by About 6 Months (4 minute read) The evaluation tested autonomous capabilities across software engineering tasks, finding mid-2025 Chinese models perform similarly to late 2024 frontier models. OpenAI Reportedly Shuts Down for a Week as Zuck Poaches Its Top Talent (5 minute read) The week-long break is being framed internally as a much-needed break, but the mandatory vacation feels less like a wellness initiative and more like a panic button. Microsoft says AI system better than doctors at diagnosing complex health conditions (4 minute read) When paired with OpenAI's advanced o3 AI model, the system's approach 'solved' more than eight of the 10 case studies specially chosen - physicians scored two out of 10. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/0b6a6dc1/2 Track your referrals here. Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of AI professionals and decision makers, you may want to advertise with us. Want to work at TLDR? 💼 Apply here or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! If you have any comments or feedback, just respond to this email! Thanks for reading, Andrew Tan, Ali Aminian, Jacob Turner & Sahil Khoja Manage your subscriptions to our other newsletters on tech, startups, and programming. Or if TLDR AI isn't for you, please unsubscribe.