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Maximum Academic Press


When AI enters the physical world, safety gets real

The review highlights security and ethical risks in AI-powered embodied systems, including hallucinations, synthetic forgeries, and adversarial attacks. It proposes a roadmap toward dependable embodied intelligence through safeguards like contextual checking, forgery detection, and risk-aware reasoning.

SourceMaximum Academic Press·JournalMachine Intelligence Research·DateAug 12, 2026

Harvesting practices reveal hidden damage in Sal forests

A study found that tree felling caused more harm to residual trees than extraction, which harmed seedlings. Most damage was mild, but routine harvesting may weaken regeneration and future forest development. The findings suggest improved practices for sustainable timber production in Nepal's managed Sal forests.

SourceMaximum Academic Press·JournalAgricultural Ecology and Environment·DateAug 7, 2026

Long non-coding RNA lnc87821 negatively regulates CsJAZ2 to modulate salt and alkali stress responses in Camellia sinensis

Researchers identified a long non-coding RNA, lnc87821, that negatively regulates CsJAZ2 to modulate salt and alkali stress responses in tea plants. This regulatory module reveals how tea plants respond to unfavorable soils, providing a new molecular entry point for understanding adaptation and breeding for stronger resistance.

SourceMaximum Academic Press·JournalBeverage Plant Research·DateJul 22, 2026

Soil moisture tips the balance of nitrogen cycling

A recent study found that moderate soil moisture enhances nitrification under higher ammonium supply, while waterlogged conditions suppress aerobic nitrifiers due to limited oxygen. The researchers observed a mismatch between microbial activities, leading to nitrite accumulation.

SourceMaximum Academic Press·JournalEnvironmental and Biogeochemical Processes·TypeExperimental study·DateJun 29, 2026

Fairness or folly? Global competition exposes critical blind spots in ai deepfake detection

A landmark international competition has revealed that AI systems designed to spot fake faces perform unevenly across demographic groups, with lighter-skinned individuals enjoying higher accuracy while darker-skinned faces are more frequently misclassified. The top-ranked solution combined data curation, mixture-of-experts architecture...

SourceMaximum Academic Press·JournalMachine Intelligence Research·DateJun 22, 2026

Reheating unlocks more power from LNG cold energy

A new study reveals that reheating in two-stage Rankine cycles can generate up to 9.2 MW of net power with 24.1% thermal efficiency, representing a 22% improvement over optimal single-fluid designs. This technology offers LNG terminals a practical pathway to recover wasted cryogenic energy and reduce energy losses during regasification.

SourceMaximum Academic Press·TypeExperimental study·DateJun 22, 2026

Updated standards aim to improve wound repair

The updated consensus provides scenario-based recommendations for negative pressure wound therapy (NPWT) use, focusing on wound type, infection status, and patient-specific risks. By matching NPWT to the wound and patient, clinicians can improve healing, reduce postoperative infections, and minimize complications.

SourceMaximum Academic Press·JournalRegenesis Repair Rehabilitation·DateJun 3, 2026