Any Custom Frontend with Gradio's Backend

Source: Hugging Face - Blog | Tags: backend, frontend, gradio, ml-model, server | Published: 2026-04-01 | Novelty: 45%

gradio.Server is introduced as a way to pair any frontend framework with Gradio's backend, allowing for rich interactive UIs. The example provided showcases how to build an image editor using vanilla HTML/JS and gradio.Server, which handles the backend ML model and queuing system. Notable code includes the use of @app.api() for managing concurrency and segment function for background removal.

Absurd In Production

Source: Armin Ronacher's Thoughts and Writings | Tags: absurd, durable-execution, postgres | Published: 2026-04-04 | Novelty: 42%

The article discusses the production experience with Absurd, a durable execution system built entirely on Postgres. Notable features include beginStep() / completeStep() for conditional logic in tasks and an absurdctl CLI tool for debugging. The design has held up well over five months of real-world use, but lacks built-in scheduling and partitioning support.

Why there are so many Parquet's alternative file formats?

Source: VuTrinh. | Tags: ai, lance, nimble, parquet, vortex | Published: 2026-04-07 | Novelty: 40%

The article explores the emergence of new file formats like Lance, Nimble, and Vortex that aim to outperform Parquet in handling AI workloads. It highlights Parquet's limitations such as poor random access performance and outdated encoding schemes, while noting these newer formats promise improvements through advanced encoding methods and better alignment with current hardware capabilities.

Evaluating alignment of behavioral dispositions in LLMs

Source: The latest research from Google | Tags: alignment, behavioral-dispositions, llms, sjt | Published: 2026-04-03 | Novelty: 38%

The article introduces a framework for evaluating the behavioral dispositions of LLMs by adapting self-report psychological questionnaires into Situational Judgment Tests (SJTs). It evaluates 25 LLMs across four traits, revealing that smaller models show lower alignment with human consensus, while large-capacity models achieve near-perfect alignment when there is strong human agreement. Notably, the study highlights overconfidence in model responses even when human agreement is low and discrepancies between self-reported and revealed behavior of the models.

Principles of Mechanical Sympathy

Source: Martin Fowler | Tags: batches, cache-lines, mechanical-sympathy, performance-optimization, single-writer-principle | Published: 2026-04-07 | Novelty: 37%

The article emphasizes the principle of 'mechanical sympathy,' which involves understanding and optimizing software for hardware architecture. Notable points include avoiding false sharing by padding cache lines, implementing the single-writer principle to eliminate mutex overhead, and using natural batching to optimize request handling in AI services. The example provided shows how natural batching can reduce latency compared to timeout-based strategies, achieving twice the performance.

Parquet fundamentals in 3 mins

Source: VuTrinh. | Tags: apache, data-format, parquet | Published: 2026-04-03 | Novelty: 35%

The video provides a quick overview of Apache Parquet's specifications within three minutes, highlighting its structure and benefits. The creator emphasizes the simplicity of understanding this key data format without delving into complex technical details.

What Hath Tim Berners-Lee Wrought?

Source: New Cartographies | Tags: corporations, internet, privacy | Published: 2026-04-03 | Novelty: 27%

The article explores how Tim Berners-Lee's creation of the World Wide Web has transformed into a powerful tool for global communication and commerce, but also highlights its drawbacks. Key points include the web’s inherent network effects that favor large corporations, its ability to extract vast amounts of user data, and the challenges of breaking up tech giants through antitrust measures. Berners-Lee envisions a new decentralized 'web' free from corporate control, but his optimism may be overly idealistic given the current landscape.

A Cryptography Engineer’s Perspective on Quantum Computing Timelines

Source: Filippo Valsorda | Tags: cryptography-engineering, post-quantum-cryptography, quantum-computing | Published: 2026-04-06 | Novelty: 26%

The article discusses the urgent need to implement quantum-resistant cryptography due to recent advancements in quantum computing, specifically mentioning that Google's research suggests breaking 256-bit elliptic curves could be feasible with fewer qubits than previously estimated. The author stresses the importance of rolling out post-quantum cryptographic systems by 2029 and warns against relying on non-post-quantum key exchanges or hybrid schemes, advocating for pure ML-DSA-44. He also highlights the vulnerability of trusted execution environments to quantum attacks.