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Related Articles from SNS
Species- and Topic-aware Representation Learning for Antimicrobial Peptide Discovery
Antimicrobial resistance poses a major global health challenge, necessitating efficient strategies to discover potent antimicrobial peptides (AMPs). While recent generative models can produce many candidate sequences, experimentally validating all generated peptides in wet labs is impractical due to the high costs and time involved in such measurements. As a result, there is a strong demand for accurate predictions of peptide efficacy, typically measured as the minimum inhibitory...
America Is Missing Out on the Ultimate Mosquito Weapon
The announcement of the new “air defense” system was issued from Changzhou. A company called Photon Matrix Lab claimed to have developed a new technology for identifying and eliminating deadly threats mid-flight. A video on Indiegogo showed potential buyers how it works: After detecting a mosquito, the device fires off what looks like a blue-violet lightning bolt.
R-AI-ging Bull: Backlash against Martin Scorsese after director endorses 'creatively freeing' AI
Martin Scorsese is at the heart of the ever-growing debate regarding the rise of AI in Hollywood. The director of 'Taxi Driver' and 'Wolf of Wall Street' has endorsed an AI tool which he has described as "creatively freeing" in the pre-production process. How can you be mad at Martin Scorsese?
Cross-Chirality Generalization by Axial Vectors for Hetero-Chiral Protein-Peptide Interaction Design
arXiv:2602.20176v3 Announce Type: replace-cross Abstract: D-peptide binders targeting L-proteins have promising therapeutic potential. Despite rapid advances in machine learning-based target-conditioned peptide design, generating D-peptide binders remains largely unexplored. In this work, we show that by injecting axial features to $E(3)$-equivariant (polar) vector features, it is feasible to achieve cross-chirality generalization from homo-chiral (L--L) training data to hetero-chiral (D--L)...
‘It’s never enough’: young Americans struggle to build financial independence as cost of living spikes
A difficult job market and rising costs are making it harder for young adults to enter adulthoodYoung people are already facing the worst entry-level job market since the start of the pandemic and significant economic instability. But overall economic conditions are making it more challenging for those just entering adulthood. More than eight in 10 young adults rate the economy as “bad” or “terrible”, according to a recent survey conducted with more than 1,000 18- to 34-year-olds around the...
‘It’s never enough’: young Americans struggle to build financial independence as cost of living spikes
A difficult job market and rising costs are making it harder for young adults to enter adulthoodYoung people are already facing the worst entry-level job market since the start of the pandemic and significant economic instability. But overall economic conditions are making it more challenging for those just entering adulthood. More than eight in 10 young adults rate the economy as “bad” or “terrible”, according to a recent survey conducted with more than 1,000 18- to 34-year-olds around the...
AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model
arXiv:2507.08920v4 Announce Type: replace-cross Abstract: We introduce AMix-1, a powerful protein foundation model built on Bayesian Flow Networks and empowered by a systematic training methodology, encompassing pretraining scaling laws, emergent capability analysis, in-context learning mechanism, and test-time scaling algorithm. To guarantee robust scalability, we establish a predictive scaling law and reveal the progressive emergence of structural understanding via loss perspective,...
Ahoy, DECmate II the little PDP-8 that could
Now, that's a lot of word processing. But under the hood it's still at least PDP-8 adjacent, even considering its oddities and incompatibilities, and you can make it do many of the things a full-size Eight can. We'll take this basic unit, convert the floppy drives to solid state, tap the video output, and put it through its paces.
A Minimalist Brain-Computer Musical Interface for Real-Time Emotion-Driven Sonification: System Design and Preliminary Evaluation
arXiv:2606.01473v1 Announce Type: new Abstract: This paper presents a minimalist brain-computer Musical Interface (BCMI) that functions as a real-time affective sonification system, translating prefrontal EEG activity into adaptive music. Emotional valence is estimated from frontal alpha asymmetry (AF7/AF8) and mapped to musical features such as mode, tempo, rhythmic density, and pitch register through a stochastic generative algorithm. The system integrates wireless EEG acquisition,...
How the body creates reliable antibodies out of biological chaos
How the body creates reliable antibodies out of biological chaos Sadie Harley Scientific Editor Robert Egan Associate Editor A new study tracking thousands of B cells across more than 100 germinal centers in mice reveals how the system consistently produces highly effective antibodies. The findings overturn longstanding ideas about how germinal centers function, revealing that they are far more selective than once thought, and challenges the idea that antibody improvement is driven mainly by...