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Replacing Silicon With Shape Shifting Molecules

As computing systems push beyond silicon limits, researchers seek materials that can do more than simply store and process data. Molecular electronics once promised ultra compact devices, but real world molecular behaviour proved unpredictable. In parallel, neuromorphic computing has aimed to build hardware that can learn and adapt like the brain. Yet most existing platforms rely on rigid materials that only imitate learning through complex circuitry.

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The language of the unconscious

“The unconscious is structured like a language,” argued psychoanalyst Jacques Lacan.

And now, with the rise of AI-generated video and audio, Lacan’s thinking has taken an unexpected twist.

Might AI therefore capture something key about the human unconscious?

Join leading Lacanian philosopher and collaborator of Slavoj Žižek, Alenka Zupančič, as she argues that AI shows the unconscious is structured like a large language model.

REPLACED BY AI! | Seedance 2 + Kling 3.0 Short Film

The increasing use of Artificial Intelligence (AI) in the workplace is leading to job displacement and raising concerns among employees about the security of their positions ## Key Insights.

Career Obsolescence Through AI

🔄 AI engineer David becomes obsolete after 7 years and 1,000 lines of code building the AI division, receiving a “sweet pink slip” as the CEO eliminates his role and takes his company car while AI assumes control of the entire division.

Existential Work Motivation.

💭 David questions whether his 7-year dedication was driven by glory, stock options, passion, art, or simply maintaining purpose (“beating heart”), confronting the irony of being replaced by the AI system he built.

Corporate Restructuring Mechanics.

Transient Pauli Blocking for Broadband Ultrafast Optical Switching

Researchers demonstrate this novel mechanism in degenerate InN thin films, advancing photonic technology.

The transient Pauli blocking effect is a promising way to achieve ultrafast optical switching in semiconductors. Recently, a research team from Japan successfully demonstrated broadband ultrafast optical switching in InN thin films by leveraging pump-probe transient transmittance measurements with multicolor probe lasers. They also developed a theoretical model to explain the underlying mechanism. These findings might pave the way for next-generation ultrafast optical modulators, shutters, and photonic devices in optical computing or optical communication.

Dietary Patterns and Indicators of Cognitive Function

Greater adherence to the DASH diet, plant-based dietary patterns, or diets with lower hyperinsulinemia and inflammation was associated with lower risk of subjective cognitive decline and better cognitive function in adults.


Question Are healthy dietary patterns associated with lower risk of subjective cognitive decline and better objectively measured cognitive function?

Findings In this cohort study performing a systematic evaluation of 6 dietary patterns among 159 347 participants, greater adherence to a healthy diet, exemplified by the Dietary Approaches to Stop Hypertension (DASH) diet, was associated with lower risk of subjective cognitive decline and better objectively measured cognitive function. The associations were most pronounced when the diet was followed during midadulthood (ages 45–54 years).

Meaning Results suggest that a healthy diet, such as the DASH diet, was associated with early indicators of cognitive aging, which underscores the importance of a healthy diet for maintaining long-term cognitive health.

How brain networks work together is key to human intelligence

Researchers have conducted a neuroimaging study to investigate how the brain is organized and how that integrated system gives rise to intelligence.

Modern neuroscience understands the brain as a set of specialized systems. Aspects of brain function such as attention, perception, memory, language, and thought have been mapped onto distinct brain networks, and each has been examined largely in isolation.

While this approach has yielded major advances, it has left unresolved one of the most basic facts about human cognition: its overall unity as an integrated system.

AI to help researchers see the bigger picture in cell biology

A new AI framework identifies which data about a cell are captured by one measurement modality and which are shared across multiple modalities. This gives researchers a more complete picture of the cell state and could help them understand disease mechanisms and plan treatments.

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