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How to evaluate control measures for LLM agents? A trajectory from today to superintelligence

The AI Alignment Forum

TLDR : Our new paper outlines how AI developers should adapt the methodology used in control evaluations as capabilities of LLM agents increase. Figure : We sketch a trajectory of how control evaluations might evolve through increasingly powerful capability profiles. Please see the full paper for more details.

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Mapping Our Way to an Inclusive Donor (and Team) Experience

Allegiance Group

Donor Journey Mapping is a process for helping organizations understand their current donor experience, identify opportunities to improve, and implement a plan to enhance it. They did their Donor Journey Mapping Homework by: Defining the audience: Donors who had the potential to make a $1k gift. Need help understanding your donors?

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World Water Day: The key to sustainability is data

Amy Sample Ward

FLOW is an on-site technology that broadcasts data instantaneously to the Water for People website/FLOW map providing important information about the operating status of WFP projects. I love to see projects that are focused on measuring and evaluating data about their work and progress. Check out the FLOW map: [link].

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Visual language maps for robot navigation

Google Research AI blog

Building robots that are proficient at navigation requires an interconnected understanding of (a) vision and natural language (to associate landmarks or follow instructions), and (b) spatial reasoning (to connect a map representing an environment to the true spatial distribution of objects).

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A look at 15 best and (almost) free mind mapping tools for nonprofits

Candid

The same principle lies at the heart of a mind map. Mind maps help us stay organized in the world of content shock, informational chaos, and short attention span. They say mind mapping makes people more creative and retentive. Why use mind maps in your nonprofit practice? Mind maps can help you: Plan nonprofit projects.

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Leading with Innovation: Becoming a Chief Future Officer

sgEngage

One way to foster innovation to enhance efficiency is to have your team map out their collective “dream future process flow,” and then brainstorm ways to get there. And consistently evaluate progress and adapt your strategy to ensure alignment with both your short-term objectives and long-term aspirations.

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Carbon Maps helps the food industry reduce their climate impact

TechCrunch

Meet Carbon Maps , a new French startup that raised $4.3 While there are quite a few carbon accounting startups like Greenly , Sweep , Persefoni and Watershed , Carbon Maps isn’t an exact competitor as it doesn’t calculate a company’s carbon emissions as a whole. million (€4 million) just a few weeks after its inception.

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