Knowledge you can apply
Daily bookmarks: relevant news, facts and discoveries.
Published on July 21, 2026, Awesome C++ is a curated list of C++ frameworks, libraries, resources, and other items. It is presented as a starting point for engineers looking for tools and materials related to the language.
Read articlePublished on July 20, 2026, the post describes ESP32 firmware that keeps a blocklist in flash and blocks requests in about 10 milliseconds, according to the post.
Read articleA publication dated July 20, 2026 reports a 48.64% increase in QPS after optimizing waveform reconstruction in a Transformer vocoder. The available excerpt does not state the size of the latency reduction.
Read articleA survey of 239 papers examines how AI agents may be improved through updates to the model or surrounding components such as prompts, memory, and tools.
Read articlePublished on July 18, 2026, the private benchmark uses the open-source DeepSec harness to compare models by recall, precision, and cost in an unnamed open-core application.
Read articleRadar: technical post describing Tensor Memory in Blackwell as a separate 256 KB per-SM space for Tensor Core results, and stating, according to the author, that this reduces matmul issue from 128 threads to one.
Read articlePublished July 17, 2026, the article examines how looped Transformers reuse blocks to increase unfolded depth without adding stored parameters.
Read articleA publication dated July 17, 2026 describes a Dell Precision T7910 configuration and highlights PCIe slots, ECC memory, and power limits as factors in assessing a used multi-GPU system.
Read articleA July 17, 2026 post describes routing error signals to train networks with dedicated excitatory and inhibitory neurons, without backpropagation.
Read articlePublished on July 17, 2026, the article presents a method for evolving agent harnesses—prompts, tools, and control loops—using semantic search and stepwise verification.
Read articlePublished on July 17, 2026, the report describes an open framework for heterogeneous inference and fine-tuning of language models.
Read articlePublished on July 17, 2026, MemoHarness adapts six dimensions of agent harnesses and retrieves lessons from similar past cases. On a shell-agent benchmark, it scored 0.806, versus 0.722 for the strongest fixed-harness baseline.
Read articlePublished on July 17, 2026, the notice says that setting UV_MALWARE_CHECK=1 enables an OSV database check before installing packages from remote registries.
Read articlePublished on July 16, 2026, the survey defines modern agents and describes self-improvement as adaptation that can accumulate capability gains from experience.
Read articleAccording to its author, the 0xAX Linux x86_64 assembly series is now available as a single PDF. The announcement points to GitHub release v1.0.0.
Read articleA preprint dated July 15, 2026 examines how reinforcement learning adaptation is distributed across transformer layers during LLM post-training and questions whether all layers contribute equally.
Read articlePublished on July 15, 2026, the floooh/chips repository contains emulators of chips and 8-bit systems implemented as standalone C headers, providing engineers with concrete code to study emulation in C.
Read articlePublished on July 14, 2026, the post claims an autoresearch agent surpassed a manually tuned harness on benchmarks not used in training, after eight days of improvement.
Read articlePublished on July 14, 2026, this entry presents GPU-Tile-Sim (GTSim), a tile-based GPU simulation framework proposed to support hardware and software co-design for LLMs.
Read articleOn July 14, 2026, Perplexity said it was making available an evaluation and reinforcement-learning environment for agentic search, synthesized from production traces with weak human supervision.
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