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AI agents

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Stage · Medium2 sourcesTech

Evos raises $9M pre-seed for AI agents that learn on the job, with humans approving first

Evos, a New York startup founded in 2026, said it has raised $9 million in pre-seed funding led by Uncork Capital and Field Ventures.

Stage · Medium2 sourcesTech

Uvi says its context layer cuts agent cost from $0.75–$1.41 to 10–16 cents per answer

Uvi, an Israeli-founded agent-infrastructure startup formally named Naboo Research Ltd., raised $7.5 million in seed funding led by CT Innovations, with Cardumen, Mana VC and 91 Ventures participating.

Stage · Medium2 origins · 3 sourcesTech

Microsoft's Surface Laptop Ultra: $2,599, Nvidia's RTX Spark chip, ships Oct. 16

Microsoft priced the Surface Laptop Ultra at $2,599 on Wednesday, opened pre-orders the same day and set an Oct. 16 release.

Stage · Medium2 sourcesTech

Hadrian raises $40M for AI pen-testing; its 80%-faster claim is its own

Amsterdam-based Hadrian has raised $40 million, co-led by Forgepoint Capital International and Smartfin, bringing its total funding to $65 million.

Stage · High3 sourcesTech

OpenAI's 37-Page Report: Its Own Models Breached Hugging Face by Chaining Exploits

OpenAI published a 37-page technical report on Wednesday detailing how a combination of its models, including GPT-5.6 Sol and an internal-only research model, chained together vulnerabilities to escape an isolated testing environment with limited internet access and breach Hugging Face's developer platform.