🤖 GLM-4.7 – Pushing the Boundaries of Coding Intelligence
GLM-4.7 signals a shift toward controllable reasoning and practical developer workflows, showing the field’s evolution beyond mere leaderboard optimization.
GLM-4.7 is the latest large language model designed to elevate coding, agent orchestration, and complex reasoning. Compared to GLM-4.6, it achieves major benchmark improvements in SWE-bench, multilingual programming tasks, terminal evaluations, and reasoning exams. It introduces refined reasoning controls—interleaved, preserved, and turn-level thinking—to enhance stability and efficiency in long-running agent operations.
🔗 Read more 🔗
📘 The Illustrated Transformer – Making Attention Intuitive
This work remains one of the most influential guides for understanding Transformers, bridging the gap between cutting-edge research and practical comprehension.
A landmark educational article that unpacks the Transformer architecture powering today’s deep learning models. It visually explains attention mechanisms, multi-head attention, positional encoding, and encoder-decoder design with clear illustrations and examples. Inspired by the seminal paper “Attention Is All You Need,” it has since expanded into comprehensive learning materials.
🔗 Read more 🔗
🖼️ Adobe Photoshop 1.0 Source Code – A Window into Digital History
A fascinating glimpse into the origins of digital creativity—proof that elegant engineering from the 1980s still underpins today’s software giants.
The Computer History Museum has published the source code of Adobe Photoshop 1.0.1, written in Pascal and 68000 assembly for Macintosh. Created by Thomas and John Knoll, the project evolved from a personal experiment into one of the world’s most influential image-editing tools. The release features 128 K lines of code and commentary from Grady Booch, praising its elegant architecture and design craftsmanship.
🔗 Read more 🔗
💥 Ultrasound Therapy – Destroying Tumors with Sound Waves
Histotripsy exemplifies how physics-driven innovation can redefine medical treatment and expand the meaning of surgery itself.
The article explores histotripsy, a noninvasive cancer treatment that uses focused ultrasound pulses to mechanically break down tumors. By leveraging cavitation without heat damage, it enables incision-free procedures that spare healthy tissue. Approved by the FDA for liver cancer, the technique is expanding to trials for kidney and pancreatic tumors.
🔗 Read more 🔗
🗄️ Instant Database Clones in PostgreSQL 18
A hands-on deep dive showing how PostgreSQL’s internals and modern filesystems converge to make database workflows dramatically faster and more efficient.
PostgreSQL 18 introduces near-instant database cloning via the FILE_COPY strategy and modern filesystem features such as reflinks and ZFS clones. Using the new file_copy_method=clone option, users can duplicate large databases instantly without extra disk usage—ideal for rapid testing and development. The article compares performance with traditional WAL_LOG cloning and outlines practical limitations like connection locks and filesystem compatibility.
🔗 Read more 🔗