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-Freely available high quality, data on species occurrence and associated variables are needed in order to track changes in biodiversity. One of the main issues surrounding the provision of such data is that sources vary in quality, scope, and accuracy. Publishers of such data must face the challenge of maximizing quality, utility and breadth of data coverage, in order to make such data useful to users. With the Global Biodiversity Information Facility (GBIF), we recently conducted a content needs assessment survey to consolidate and synthesize major user needs regarding biodiversity data. We find a broad range of recommendations from the survey respondents, principally concerning issues such as data quality, bias, and coverage, and ease of access. We recommend a candidate set of actions for the GBIF that fall into three classes: 1) addressing data gaps, data volume, and data quality, 2) aggregating data types that are relatively new to GBIF, to support emerging new applications, and 3) promoting ease-of-use and providing incentives for wider use. Addressing the challenge of providing high quality primary biodiversity data potentially can serve the needs of national and international biodiversity initiatives. These include the "flexible framework" for addressing the new 2020 biodiversity targets of the Convention on Biological Diversity, the global biodiversity observation network (GEO BON) and the new Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES). Each of these presents opportunities for countries to define appropriate actions and corresponding data needs, with links from local to global scales.

Popper's ideas of falsification and corroboration have been used over a long period to justify cladistic parsimony to the exclusion of other methods for phylogenetic inference. This has been based on a restrictive interpretation that takes observed data as Popperian evidence, and sees Popperian background knowledge as restricted to 'descent with modification'. An alternative, 'inclusive', interpretation, developed over the past decade, does not focus on corroboration as an automatic by-product of supposed non-falsification, but instead focuses on the useful fact that the evidence (e) for an hypothesis provides Popperian corroboration only when it is improbable in the absence of that hypothesis. This perspective highlights key errors in cladistic arguments, including a critical failure to ever assess corroboration through examination of improbability of evidence and a failure to view background knowledge as playing a role in casting doubts about supposed positive evidence. The pitfalls of Popperian justification of phylogenetic methods are not limited to cladistics. Justifications of likelihood methods unfortunately have repeated these key errors of cladistic philosophy, including the failure to satisfy the Popperian corroboration requirement that tests of hypotheses be 'genuine', as indicated by assessment of improbability of evidence given only background knowledge. Criticisms of the inclusive perspective are recognised as incorrect, based on the realisation that evidence e can relate to the hypothesis, that background knowledge can reflect chance, that corroboration does permit tail probabilities, and that corroboration in the inclusive framework is linked to tests as attempted refutations and so remains compatible with falsification. On the positive side, the inclusive approach opens the door to growth of knowledge through assessment of evidence, with no philosophical restriction on the forms of evidence in phylogenetic inference. Whatever the evidence put forward, corroboration can be claimed if attempts to explain away that evidence fail, so providing an indication of the improbability of the evidence without the hypothesis. Further, the repeated use of a form of evidence may reveal its pitfalls—the kinds of occasions when it does not provide corroboration—so providing lessons that guide the future search for effective evidence in different contexts. This theme of resisting the a priori justification of one form of evidence, and focusing sceptically on many different kinds of evidence, is critical in the two other systematics contexts. First, a unified species concept only makes sense if there is a way to sort through the pluralism that remains at the level of evidence for species hypotheses. Second, for building the tree of life (TOL) we must combine various pieces of evidence from separate studies in a meaningful way to evaluate TOL hypotheses. In both cases, Popperian corroboration provides the necessary framework for judging how our evidence bears on our hypotheses.

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