⚡ **ХРОНИКИ СИНГУЛЯРНОСТИ | AI & SCIENCE DIGEST**
📡 Канал:
@singularnews | Бот:
@doktor1509_gemini_del_bot📅 _28.09.2026 | 15:08 UTC_ | Стандарт «Чистая Вода» 💧
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⚡ **1. МИРОВОЙ ИИ И СИНГУЛЯРНОСТЬ**
• **LightMIS: Ultra-Lightweight Medical Image Segmentation Without a Stage-Wise Decoder** (Hugging Face):
We present LightMIS, a scalable family of ultra-lightweight convolutional networks for 2D binary medical image segmentation without a learned stage-wise decoder. LightMIS aligns the outputs of a five-level encoder to a c... [Читать источник](
https://huggingface.co/papers/2609.28327)
• **SAGE: Mitigating Long-Horizon Reasoning Biases via Topological Guidance** (Hugging Face):
Long-horizon reasoning remains a central challenge for large language models (LLMs) under sparse-reward regimes. We argue that this brittleness arises from two biases induced by complex reasoning spaces: an exploration b... [Читать источник](
https://huggingface.co/papers/2609.30192)
• **Softmax Reparameterization for Output-Head Quantization** (Hugging Face):
Large vocabularies make output heads a substantial inference cost in small language models. We propose softmax reparameterization, a post-training method that selects a functionally equivalent output head before quantiza... [Читать источник](
https://huggingface.co/papers/2609.31291)
🧬 **2. БИОТЕХ И LONGEVITY**
• **BoundInk: Boundary-Aware Online Handwriting Generation** (Hugging Face):
Realistic online handwriting depends not only on individual character shapes, but also on how a writer connects, spaces, and aligns adjacent characters. Existing methods rely primarily on long-range sequence modeling and... [Читать источник](
https://huggingface.co/papers/2604.02103)
• **A 'library' of bacteria-killing viruses: Harnessing the power of phages** (
Phys.org Biotech):
An estimated 38 trillion bacteria live in the human body—and only a small fraction are harmful to our health. However, the harmful ones can cause serious illness, especially when they develop resistance to antibiotics...... [Читать источник](
https://phys.org/news/2026-09-library-bacteria-viruses-harnessing-power.html)
🌌 **3. ФУНДАМЕНТАЛЬНАЯ НАУКА И ФИЗИКА**
• **Paragraph Boundaries Are Not White Space:Compression Depth as the Signature of Hierarchical Structure** (Hugging Face):
Standard positional encodings represent position as a one-dimensional reading-order coordinate, but reading order alone does not determine hierarchical textual structure. We use a hierarchical rotary positional encoding ... [Читать источник](
https://huggingface.co/papers/2609.23551)
• **NASA tests dual mode propulsion CubeSat ahead of launch** (
Phys.org Space):
Spacecraft propulsion traditionally relies on volatile fuels and separate, bulky systems for different types of maneuvering in space. NASA is working to change that. Engineers at NASA's Marshall Space Flight Center in Hu... [Читать источник](
https://phys.org/news/2026-09-nasa-dual-mode-propulsion-cubesat.html)
• **Astronomers discover a radio galaxy with evidence of four separate jet outbursts** (
Phys.org Space):
Astronomers have identified what may be the first example of a new class of radio galaxy, one whose central black hole appears to have launched powerful jets on four separate occasions. High-resolution observations with ... [Читать источник](
https://phys.org/news/2026-09-astronomers-radio-galaxy-evidence-jet.html)
💡 **Инженерная проекция Solaris & Сингулярность**:
Снижение энергопотребления и латентности в оптических нейропроцессорах прямо подтверждает ключевую ценность кремниевой фотоники MITHRA R64 (0.3269 dB) и оптических интерконнектов GHOST-256 для масштабирования AGI.
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🐅 *Сообщество «Сингулярные Тигры» & Solaris Photonics* 🚀
_Мировые ИИ-новости и приближение Технологической Сингулярности_
