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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. RESEARCH · arXiv cs.LG English(EN) · · [2 sources]

    MARS: Magnitude-Aware Rank Statistics

    Researchers have introduced Magnitude-Aware Rank Statistics (MARS), a new method to improve the evaluation of machine learning models. MARS addresses the issue of "magnitude-blindness" in standard Critical Difference (CD) diagrams, which ignore the actual performance gaps between models. By incorporating a relative margin coefficient that weights discrete ranks based on performance differences, MARS aims to provide a more realistic statistical representation of model performance. AI

    IMPACT Provides a more nuanced statistical approach for evaluating and comparing machine learning models, potentially leading to more reliable benchmark results.

  2. RESEARCH · 36氪 (36Kr) 中文(ZH) ·

    SpaceX: Plans to establish manufacturing infrastructure on the Moon and Mars, with orbital AI computing satellites expected to be deployed as early as 2028

    SpaceX is planning to establish manufacturing infrastructure on the Moon and Mars, with initial deployments of orbital AI computing satellites anticipated as early as 2028. The company believes these space exploration endeavors will spur transformative advancements that could reshape terrestrial industries and create new markets worth trillions of dollars on celestial bodies. This initiative highlights a long-term vision for extraterrestrial industrialization and resource utilization. AI

    IMPACT Establishes a long-term vision for AI integration in extraterrestrial industrialization and resource utilization.

  3. TOOL · Axios Technology English(EN) ·

    Scoop: Palantir fights Pentagon over key intelligence contract

    Palantir is in a dispute with the Pentagon's Defense Intelligence Agency (DIA) over its ability to bid on a contract to update the agency's data analytics system. The company argues that the DIA is wasting taxpayer funds by attempting to build a system from scratch, rather than considering commercial solutions like Palantir's. A White House official indicated support for fair competition among private sector technology providers, suggesting potential intervention to ensure Palantir and others can compete. AI

    Scoop: Palantir fights Pentagon over key intelligence contract

    IMPACT This contract dispute highlights potential barriers for AI companies seeking to provide solutions to government agencies, impacting future enterprise adoption.

  4. TOOL · Engadget English(EN) ·

    NASA shares Psyche spacecraft's photos of Mars

    NASA has released new images captured by its Psyche spacecraft during a flyby of Mars. The spacecraft used the Martian gravity assist to adjust its trajectory on its journey to the metallic asteroid 16 Psyche. The photos showcase features like the Huygens double-ring crater and the planet's icy southern pole, with enhanced colors to highlight compositional differences. AI

    NASA shares Psyche spacecraft's photos of Mars
  5. RESEARCH · Hugging Face Daily Papers English(EN) · · [3 sources]

    JFAA: Technical Report for the EPIC-KITCHENS-100 Action Anticipation Challenge at EgoVis 2026

    Two research teams have presented technical reports for challenges at the EgoVis 2026 conference. One team, JFAA, secured first place in the EPIC-KITCHENS-100 Action Anticipation Challenge using a JEPA-based method for future action prediction. The second team, MARS, achieved second place in the CASTLE Challenge by treating the task as an agentic evidence-selection problem across multiple modalities, including video, transcripts, and sensor data, utilizing a GPT-5.4 decision agent. AI

    IMPACT Showcases advancements in multimodal reasoning and action anticipation, potentially influencing future embodied AI research.

  7. MEME · Forbes — Innovation English(EN) ·

    Biggest Sunspots In Years Turn Toward Earth — Expect Northern Lights

    The European Space Agency's Solar Orbiter spacecraft has detected a large sunspot region on the far side of the sun, which is expected to turn towards Earth around May 22nd. This region has already produced several solar flares and coronal mass ejections, raising the possibility of geomagnetic storms. NASA's Perseverance rover on Mars also captured images of this sunspot, highlighting its significant size and activity. AI

    Biggest Sunspots In Years Turn Toward Earth — Expect Northern Lights
  8. COMMENTARY · Forbes — Innovation English(EN) · · [8 sources]

    See A ‘Planet Parade’ As Three Worlds Shine After Sunset This Weekend

    This weekend, stargazers can observe a celestial alignment featuring Venus, Jupiter, and a crescent moon in the western sky after sunset. Venus and Jupiter are drawing closer together, culminating in a conjunction on June 9-11. The moon will also be visible, appearing near these planets on various dates throughout the week. Additionally, Mercury may be glimpsed low on the horizon, and Mars and Saturn are visible before sunrise. AI

    See A ‘Planet Parade’ As Three Worlds Shine After Sunset This Weekend