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Earlier this month, Candid released a new version of its taxonomy, the Philanthropy Classification System (PCS). What are the benefits of Candid’s updated taxonomy? New organization types will facilitate more nuanced analyses of funding and other trends. What does it take to update Candid’s taxonomy?
The TCC Group is facilitating a “learn in public&# process by sharing early research findings related to 1300 capacity building grants. There has been an interesting discussion on the wiki and blogs about strategy for public learning. Maybe it takes the form of collaboratively interupting the results of the evaluation.
Marnie Webb is facilitating. It started right when these sites had just started, and it arose from the need to develop a nonprofit technology taxonomy. In evaluating the use of the nptech tag, it was discovered that a lot of people were using the tag, but not necessarily reading the tag. Here's the description (notes here ?)
People are open sourcing their metrics, and building taxonomy. To get the market from niche to mainstream people are working on taxonomy, metrics and peer and trend ratings. The taxonomy of social and environmental terms enables the aggregation of data from different providers and multiple data collection systems. “ .
By facilitating a common understanding of standards as inputs are generated and reviewed, organizations have greater control early on, whatever their needs. Toward this end, Claravine provides a dashboard where companies can build taxonomies using descriptions, lists, values, and referenceable fields.
Anyway, you already asked yourself what roles were needed when you did your strategic evaluation, right? Now go forth and facilitate knowledge sharing! Further reading: http :// www. org / blog /2007/03/20/ nptech - tagging - community.
The evaluation of each phase typically relies on comparing a dirty dataset against a clean (ground truth) version, using classification metrics like recall, precision, and F1-score for error detection (see for example Can Foundation Models Wrangle Your Data? Stay tuned then! References Can Foundation Models Wrangle Your Data?
I close the essay by introducing the concerns in this respect that I view as most serious both more fundamental concerns (centered on elicitation/evaluation failures, differential sabotage, and dangerous rogue options), and more practical concerns (centered on e.g. the available amounts of time and political will).
Im especially interested in ways that problems evaluating alignment research might pose a barrier to automating it. Here, one of my key points is that some types of alignment research are easier to evaluate than others. I survey an array of possible ways that an alignment MVP path might fail (see taxonomy in the diagram below).
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