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Structured output prompting with JSON mode + Pydantic
Structured output prompting replaces brittle JSON scraping with schema-checked responses and typed Pydantic objects in production Python.
AI inference economics 2026: the token spread
AI inference economics 2026 shows a 6x spread on the same open-weight model, revealing how price, latency, and throughput really…
Synaptics and Google Research revive Coralboard
Synaptics and Google Research used Google I/O 2026 to unveil the Coralboard, a new development board that revives the Coral…
Google launches Managed Agents API at I/O 2026
Google used the second day of I/O 2026, held May 19–20, to unveil two new agent products: Managed Agents API,…
The reasoning-model trap
I think the industry is walking into a category trap. The latest reasoning models look production-ready on headline benchmarks, with…
Cloudflare and Stripe ship agent commerce
Cloudflare and Stripe have launched a concrete agent-commerce workflow: an AI coding agent can create a Cloudflare account, start a…
Mistral buys Emmi AI for its industrial AI push
Mistral AI has acquired Vienna-founded Emmi AI, a physics-based AI startup focused on industrial engineering, in its second acquisition of…
Anthropic buys Stainless, the SDK supply chain
Anthropic has acquired Stainless, the San Francisco developer-tools startup that automates SDK generation and maintenance from OpenAPI specs into production-ready…
What METR’s May 2026 report says on agent deception
METR’s May 19, 2026 frontier risk report is one of the clearest public snapshots yet of what top internal AI…