SeriesFusion
Curated Scientific Discovery
61 papers in archive 9 editor’s picks
A translucent geometric surface model on a dark mathematician’s worktable
Pure Math

A 95-year-old math problem holding back our understanding of geometric shapes just collapsed under a construction using secant lines. Mathematicians finally proved the Hodge conjecture by building geometric intersection cycles that translate abstract algebraic equations into physical, visible subvarieties.

Smooth geometric spaces governed by algebraic equations have spent nearly a century divided by a stubborn gap between topological shapes and abstract formulas. The Hodge conjecture predicted that every rational symmetry class in these complex projective varieties corresponds to an actual geometric cycle. By constructing secant varieties on polarised abelian varieties and using Fourier-Mukai transforms, this proof bridges the gap across all dimensions. Translating these classes proves that abstract multidimensional shapes are completely reconstructible from algebraic cycles. For mathematics and theoretical physics, resolving one of the seven Millennium Prize Problems confirms that internal topological symmetries always mirror genuine algebraic geometry.

Read the paper

Editor’s Picks

Math & Statistics

2 papers  ·  View all →

AI & Machine Learning

4 papers  ·  View all →
ML Methods Millions of unknown biological molecules hide in mass spectrometry data because reference libraries cover only a fraction of chemical space. A new neuro-symbolic framework named AIMe predicted spectra for over 100 million molecules, expanding the searchable chemical universe by three orders of magnitude and identifying unreported gut bacteria compounds in humans. Original: Charting the small-molecule universe from mass spectra with neuro-symbolic AI · DOI 10.64898/2026.08.05.743095 → Computer Vision A printed sign can hijack a robot. Across 5,670 trials, physical prompt-injection attacks fooled three vision-language planners 5.0 to 29.4 percent of the time, while simple defenses cut the risk sharply. Original: Hijacking Robots with a Piece of Paper: A Systematic Study of Physical Prompt Injection in VLM-Controlled Robots · arXiv 2608.05715 → Computer Vision A de-identified medical scan may still identify you. MirrorNet recovered a recognizable patient likeness from held-out image pixels, suggesting the scan itself can function like biometric data. Original: MirrorNet: Can Medical Image Anonymization Really Protect Patient Identity? · arXiv 2608.05938 → Natural Language Processing One professional's screen history shrank 86-fold in 68 milliseconds. A deterministic compiler turned 128,756 activity frames into auditable agent memory that supported 98.4 percent question-answering accuracy and zero-token replay on a matched routine. Original: Activity Frames: Deterministic Screen-Activity Compilation for Agent Memory and Replay · arXiv 2608.05784 →

Physics & Space

4 papers  ·  View all →

Chemistry & Materials

3 papers  ·  View all →

Earth & Environment

1 paper  ·  View all →

Life Sciences

12 papers  ·  View all →
Cell Biology Plant light sensors switch on by moving a single proton through a bone-dry protein pocket. By dispatching a temporary water molecule into this dry active site for less than a microsecond, the protein drops the reaction barrier from 35 to 15 kilocalories per mole and speeds up bond formation by fourteen orders of magnitude. Original: Covalent bond formation caught in a LOV photoreceptor · DOI 10.64898/2026.08.02.742302 → Cell Biology Water trapped inside a solid nanopore stayed liquid while the surrounding electrolyte froze. That nanoconfined pocket slowed molecular passage by up to roughly 400-fold, opening deeply subzero timescales to real-time single-molecule measurement. Original: A nanoconfined liquid-in-ice aqueous regime for time-stretched single-molecule dynamics · DOI 10.64898 → Cell Biology An unloaded adult heart restarted cardiomyocyte proliferation around injured tissue. A nonpumping transplant model linked that response to epicardial NRG1, cardiomyocyte ERBB4 and STAT3, and H6pd-driven nucleotide supply. Original: Mechanical unloading promotes adult cardiomyocyte proliferation through epicardial NRG1-ERBB4 signaling · PubMed 42557396 → Cell Biology Tiny calcified spheres appear in cardiovascular tissue before obvious disease. The study traces them to platelet delta granules across mammals, birds, and lizards, proposing an early step in cardiovascular calcification. Original: Biomineralization from platelet δ-granules as the origin of cardiovascular calcification in humans and other animals · DOI 10.64898 →

Clinical Medicine

8 papers  ·  View all →

Public Health

2 papers  ·  View all →

Mind, Brain & Behavior

9 papers  ·  View all →
Neuroscience Dozens of chemical signals flood brain cells at any given moment, yet existing tools could only observe them one by one. A new optical probe packs living sensor cells onto a lens to track ten or more neuropeptide concentrations at once in real time. Original: Simultaneous, real-time tracking of many neuromodulatory signals with multiplexed optical recording of sensors on a micro-endoscope · DOI 10.1101/2025.01.26.634931 → Neuroscience A small population of cholinergic neurons controlled morphine-reward learning while dopamine still rose normally. Cell-specific naloxone blocked conditioned place preference yet preserved acute analgesia, hyperlocomotion, and sensitization in the reported experiments. Original: A cholinergic hub in the nucleus accumbens gates opioid-reward learning · PubMed 42557321 → Linguistics One Mandarin classifier activated brain regions used for scenes and navigation before any scene-denoting noun appeared. The result suggests grammar can reuse neural systems, then culture expands the meanings built on that scaffold. Original: Linguistic Diversity as a Two-Step Process: Grounding Polysemy in Universal Neural Networks and Expanding It by Cultural Learning · Source osf:235kr_v1 → Cognitive Science & Psychology Engagement algorithms push rare and extreme content into view, while generative AI compresses answers toward whatever looks typical. The paper argues that both systems can distort what people see as common or prestigious, feeding illusory consensus and pluralistic ignorance. Original: Artificial Intelligence Systems Distort Upstream Selection in Human Social Learning · Source osf:qmh3s_v2 →

Engineering & Infrastructure

2 papers  ·  View all →

Economics & Business

5 papers  ·  View all →

Society, Politics & Policy

5 papers  ·  View all →
Law Presidential accountability depends on the institutions that produce facts about executive misconduct. The article argues that Trump v. United States and Trump v. Slaughter jointly weaken investigation by insulating presidents from consequences and increasing control over investigators. Original: The Uninvestigable President: Executive Accountability After Trump v. United States and Trump v. Slaughter · SSRN 7202318 → Law Baseball's automated challenge system was meant to enforce a fixed strike zone, yet umpires widened that zone as games progressed. The paper links the shift to catchers becoming better challengers than batters, creating pressure to call more strikes and avoid being overturned. Original: Avoiding Being Caught: Strike Calling in the ABS Era · SSRN 7242822 → Public Policy Advanced AI models could become harder for governments to restrain as hardware spreads, algorithms improve, and dangerous models are released. The paper argues that governments can preserve future options now through policies that carry relatively small present-day costs. Original: The Closing Window: How Governments Could Lose Their Ability to Restrain Advanced AI · arXiv 2608.05173 → Law Restraint chairs immobilize a person's limbs and chest, and jails now use them tens of thousands of times each year according to this legal article. It argues that the technology spread through a legal void that lets hidden state violence persist along older channels of dehumanization. Original: The Restraint Chair · SSRN 7202658 →

Knowledge & Philosophy

4 papers  ·  View all →
Metascience American inventions have grown increasingly distant from one another over the past two centuries. Patented ideas are spreading into uncharted territory rather than crowding around the same breakthroughs, leaving far fewer inventors working on identical solutions at the same time. Original: Spreading Out Across Expanding Idea Space · DOI 10.3386/w35499 → History of Science Two ounces of purified cobalt crossed from Saxony through the Vatican to the Qing court. Reconstructing the wet-chemical process suggests early artisans could separate similar metals by selective precipitation, changing both porcelain-authenticity debates and the history of chemistry. Original: The Gift of the Pope: Two Ounces of Purified Cobalt Reframe Chemical Revolution and Early Modern Global Entanglements · SSRN 7211624 → Philosophy & Ethics One hundred fifty-one nuclear scenarios exposed sharp differences among seven frontier AI systems. Model recommendations changed across escalation, arms control, proliferation, countries, and phrasing, with 91.7 percent of pairwise inter-model differences reaching significance. Original: The Nuclear Decision-Making Benchmark: Evaluating Frontier LLMs on Nuclear Tendencies · arXiv 2608.05180 → Metascience Fifty million scientific papers show AI pulling fields closer together while concentrating credit at elite institutions. AI research crossed disciplinary boundaries broadly, yet used smaller teams, spanned less of the prestige hierarchy, and delivered larger citation premiums to top institutions. Original: Artificial Intelligence Contributes to Scientific Convergence While Concentrating Production and Recognition · SSRN 7203380 →