StackingNet: Collective Inference Across Independent AI Foundation Models
ABSTRACT Artificial intelligence (AI) built on large foundation models has transformed language understanding, computer vision, and reasoning, yet these systems remain isolated and cannot readily share their capabilities. Coordinating the complementary strengths of independently developed, black‐box foundation models is essential for trustworthy ...
Siyang Li +4 more
wiley +1 more source
Taking Stock: Elite Studies and Social Change. [PDF]
Ajdacic L +13 more
europepmc +1 more source
Ti‐doped Zr/Ti bimetallic MOFs activate neighboring Zr sites to selectively capture phospholipids from serum through cooperative interactions. In nontargeted screening, the material minimizes matrix interference, expands detectable feature coverage, and enables broad recovery of diverse chemical hazards, providing a powerful cleanup strategy for LC ...
Yanmin Liang +5 more
wiley +1 more source
The recognition problem in collective optimal experience: the identity of generation and recognition as a structural event. [PDF]
Langwei I, Li B.
europepmc +1 more source
Emergent Spinning and Orbital Motion in Clustered Wind‐Assisted Flyers
Inspired by natural snowflake geometries, paper‐cut flyers exhibit geometry‐defined spinning and orbital motions during cluster formation in a wind tunnel. Collective flights of multiple paperflakes reveal dynamic clustering, fragmentation, and continuously evolving spin behaviors.
Bingnan Zhou +7 more
wiley +1 more source
Resistance, Intentionality, and Endurance: Understanding Asylum-Seeking Mothers' Agency During Resettlement in Montreal, Canada. [PDF]
Wu YM, Rommes E, Kronick R.
europepmc +1 more source
Relaxor Ferroelectricity Enables Enhanced Thermoelectric Performance in In2Se3‐Alloyed GeTe
A non‐equimolar In3+/Se2− alloying strategy creates Ge vacancies in GeTe, inducing relaxor ferroelectricity that broadens the low thermal conductivity window. Simultaneously, cubic phase stabilization broadens optimal electrical transport, achieving an average zT > 1.0 over 330–625 K.
Yuting Zhang +5 more
wiley +1 more source
Operationalising the ESSENCE principles for equitable global health research partnerships in low- and middle-income countries: lessons from the RESPIRE collaboration. [PDF]
Salim H +5 more
europepmc +1 more source
A Modular Standard Operating Procedure for Standardizing Lithium Metal Interfaces
A modular standard operating procedure (SOP) is developed to standardize lithium metal interfaces through sequential etching, brushing, and soaking. By transforming poorly controlled lithium surfaces into chemically uniform and structurally regulated interfaces, the framework improves electrochemical reproducibility, interfacial stability, and ...
Wen‐Hsin Chang +7 more
wiley +1 more source
Far beyond the duality between truth and lies: meanings about fake news revealed by nursing. [PDF]
Costa LDS +6 more
europepmc +1 more source

