Image created with gemini-3.1-flash-image-preview with claude-opus-4.7. Image prompt: High-end photorealistic product shot of a tall waffle cone with a perfect soft-serve curl, its paper sleeve printed with a glowing globe and interconnected network-mesh pattern, chocolate sauce drizzled across the ice cream in web-like connecting lines linking rainbow sprinkle nodes, bold red ‘INTERNET’ hero lettering arcing across the sleeve in classic Dairy Queen typographic register with a subtle ‘Est. 1951 — Milford, DE’ band at the base, soft directional studio lighting, shallow depth of field, cream backdrop, landscape composition.
Can agents replace the search stack?
https://softwaredoug.com/blog/2026/04/28/search-apis-replaced-by-agents.html
How successfully — and efficiently! — can agents carry out long-horizon tasks on the web? We built a benchmark of ~200 multi-site tasks, based on people’s real browsing history. Many of them take hours to solve. Paper:
https://t.co/yNGw8Fgvbj Led by @JangLawrenceK and
https://x.com/dan_fried/status/2049530695739932876
feels like a good time to seriously rethink how operating systems and user interfaces are designed (also the internet; there should be a protocol that is equally usable by people and agents)
https://x.com/sama/status/2048428561481265539
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