Cybersecurity10/10
Reddit r/selfhosted · 2026-07-02
Hello I've been building Facet (1.6.0) a self-hosted tool that scores every photo in your library across 9 dimensions (aesthetics, composition, face quality, sharpness, exposure, etc.), then serves a web gallery to browse, cull, and organize the results. Everything runs locally — no cloud, no account, no API keys. What it does Scan: point it at a folder (JPG, HEIF/HEIC, or 10 RAW formats), it scores every image and…
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apidockerfreshgithubgpumeta
AI10/10
arXiv cs.AI · 2026-07-02
arXiv:2607.00147v1 Announce Type: new Abstract: Rare disease differential diagnosis is a critical yet arduous clinical task, requiring physicians to identify precise phenotypes from complex, unstructured patient symptoms and execute intricate reasoning within a vast search space. However, existing AI approaches typically rely on pipeline-based phenotype extraction or retrieval-augmented generation, which suffer…
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benchmarkcriticalfreshmodelprimary/researchreasoning
AI10/10
arXiv cs.AI · 2026-07-02
arXiv:2607.00002v1 Announce Type: new Abstract: Moral cognition has traditionally been modeled as adherence to fixed ethical theories--deontology, consequentialism, virtue ethics--implemented as static rules or value functions. We propose Bounded Morality, a formal framework for analyzing the computational demands of moral problems faced by finite agents. Extending Herbert Simon's notion of bounded rationality, we…
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agentfreshmodelprimary/researchreasoning
AI10/10
arXiv cs.AI · 2026-07-02
arXiv:2607.00001v1 Announce Type: new Abstract: Most approaches to AI alignment treat human preferences as fixed targets to be inferred and optimized. This assumption conflicts with extensive empirical evidence showing that preferences are layered, dynamic, and constructed through interaction--particularly with adaptive technologies. As AI systems become more persistent, personalized, and socially embedded, they…
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apifreshmodelprimary/research
AI10/10
arXiv cs.CL · 2026-07-02
arXiv:2607.00139v1 Announce Type: new Abstract: The cost of human expert evaluation is a principal bottleneck to deploying language models in specialized, high-stakes domains. This is particularly acute for Arabic sociolinguistic knowledge: credible grading requires not only linguistic fluency but deep cultural familiarity that cannot be approximated by surface-level metrics. We address this with a cross-evaluation…
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benchmarkfreshfrontiermodelprimary/researchreasoning
AI10/10
arXiv cs.CL · 2026-07-02
arXiv:2607.00250v1 Announce Type: new Abstract: Maltese has decent text corpora and pretrained language models, but, like many languages outside the handful with large OCR benchmarks, only a single known real labelled PDF corpus for OCR training, 57 page, far below what paragraph-level training needs: low-resource for OCR specifically. With no real corpus to train on at scale, we built a synthetic training pipeline…
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benchmarkfreshmodelprimary/researchtraining
Cybersecurity10/10
CISA Alerts · 2026-07-01
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advisorycriticalfreshprimary/official
Cybersecurity10/10
CISA Advisories · 2026-07-01
CISA has added one new vulnerability to its Known Exploited Vulnerabilities (KEV) Catalog , based on evidence of active exploitation. CVE-2026-45659 Microsoft SharePoint Server Deserialization of Untrusted Data Vulnerability This type of vulnerability is a frequent attack vector for malicious cyber actors and poses significant risks to the federal enterprise. Binding Operational Directive (BOD) 26-04: Prioritizing…
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apicve-202freshpatchprimary/official
Cybersecurity10/10
Reddit r/selfhosted · 2026-07-01
Traefik v3.7.6 introduces underscoreHeadersStrategy . With this new entrypoints field, Traefik can delete or reject request headers containing underscores before routing. This behavior is particularly relevant for Python, PHP, CGI, WSGI, and similar backend environments. In attack chains related to CVE-2024-45410 and CVE-2026-33433, removing a trusted proxy header could leave an attacker-controlled underscore…
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cve-202freshpython
Cybersecurity10/10
Reddit r/selfhosted · 2026-07-01
Hi r/selfhosted , A few months ago I posted about GeoPulse, a self-hosted, privacy-first Google Timeline alternative - https://www.reddit.com/r/selfhosted/comments/1r805jh/geopulse_a_selfhosted_privacyfirst_google/ Since that post, I’ve kept actively developing it based on feedback from Reddit/GitHub users. GeoPulse has gone from v1.17.0 to v1.33.0, with ~29 releases and ~250 commits since the previous post. The…
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