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Earlier sources: Hardware
Hardware is the physical foundation of computing: chips, sensors, devices, networks, and the processes that manufacture them. Follow semiconductor research, compute architectures, and engineering developments alongside their software and energy connections.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗526 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.
Earlier sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- OpenAlex · Published · First archived
Bio-inspired flexible pressure sensors: morphology-guided structure–function relationships, reliability, and future perspectives ↗
Bio-inspired flexible pressure sensors have emerged as a major class of soft sensing systems for wearable electronics, electronic skin, human–machine interfaces, and soft robotics because biological structures provide effective design principles for regulating deformation, contact evolution, and interfacial adaptation. However, the field remains difficult to compare critically because reported performance is often discussed through isolated sensitivity values, while the structural origins of signal generation, the pressure-regime dependence of response, and the reliability limits of the underl…
- OpenAlex · Published · First archived
Hardware-Assisted Intrusion Detection System for Automotive Embedded ECUs ↗
Modern automotive systems progressively rely on Electronic Control Units (ECUs) to take control of vital vehicle functionality and are heavily interlinked on in-vehicle networks, e.g. the Controller Area Network (CAN). With the increased vehicle sophistication into a complex cyber-physical system, the car is more exposed to cyber-related attacks such as message injection, spoofing, and denial-of-service (DoS) attacks that have the potential to affect safety and performance. Implementations of Intrusion Detection Systems (IDS) using software, can be not very effective when it comes to real-time…
- Hacker News · Posted on Hacker News · First archived
PwnPad – hardware hacking platform built for practical learning ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
KubeNPU Per-Pod NPU/GPU Usage on Kubernetes via eBPF ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Mspep – Encryption from physical sensor entropy (defensive publication) ↗
I’m the inventor. MSPEP fuses multiple physical sensors already present on any device — magnetometer, thermistors, accelerometer, microphone, RF front-end, port timing — into a hardware-rooted entropy pool for cryptographic key generation. Released today as a defensive publication to establish prior art (original concept June 27, 2026). 23 claims across 6 families including AI session security with continuous physical anomaly monitoring. No new h…
- Hacker News · Posted on Hacker News · First archived
Show HN: Flopper is a hardware explorer for AI infrastructure and beyond ↗
Hello! I built Flopper to make it easier to compare GPUs and understand the tradeoffs for workloads for AI and beyond. When researching GPUs from say Nvidia, AMD, and Huawei, I kept running into the same problem: specs were scattered across datasheets, and matching them to available configurations, vendors, and prices was cumbersome and a bit weird and frankly annoyingggg! AMD made me make an account :( So I started a place to bring that informat…
- Hacker News · Posted on Hacker News · First archived
Tom Brown used GOP ties to broker a $1.25B/month SpaceX compute deal ↗
Hacker News discussion.
- GitHub · Repository created · First archived
yanfei0725/dsh-qwen-paint ↗
面向 DeepSeek Harness 的本地图像生成插件（优化版）：经本机 ComfyUI 调用 Qwen-Image 2.1 生成图像，全部流量限于 127.0.0.1。本版增强推理性能、NVIDIA/Intel/AMD 显卡适配与 Windows/Linux 兼容。原作者 @奇迹与你，优化版 @yanfei0725。
- GitHub · Repository created · First archived
barisdinc/ESP32-DATV-SA ↗
Stand-alone fork of SP8ESA/ESP32-DATV: ESP32-C3 DVB-S2 beacon/transmitter without a PC
- GitHub · Repository created · First archived
vearl-verified-compute/vearl ↗
Vearl - verified compute: a proof-of-useful-work chain
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about Hardware
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.