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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 ↗539 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.
- Hacker News · Posted on Hacker News · First archived
Being a good CPU neighbor (2016) ↗
Hacker News discussion.
- GitHub · Repository created · First archived
wong060404/Living-Hour-Counting-System-ESP32 ↗
Face-recognition door access with monthly occupancy auditing (ESP32 + OpenCV LBPH + SQLite). HKU SPACE CCIT4080 final-year project.
- arXiv · Published · First archived
Control-Compute Governance in Agentic AI-RAN: AI Agents as Both Controllers and Workloads ↗
Recent advances in artificial intelligence-radio access network (AI-RAN) are placing large language model (LLM)-driven agents within the open RAN (O-RAN) control hierarchy. A promising deployment for this agentic AI-RAN co-locates LLM inference with physical-layer (PHY) communication processing over the same accelerated compute pool for infrastructure sharing, data locality, and low control latency. However, this co-location induces bidirectional control-compute coupling, as the agent competes with PHY processing for compute, while its reasoned gNB control actions may alter future PHY workload…
- Hacker News · Posted on Hacker News · First archived
Amuse and Spark – Running Live Talking AI Avatars on an ESP32 ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Why Raspberry Pi Isn't Vulnerable to Spectre or Meltdown ↗
Hacker News discussion.
- GitHub · Repository created · First archived
jochenhammes/esp32-sdr-trx ↗
A software-defined transceiver from one ESP32-S3 board: rtl_tcp receiver for SDR++ and FM/SSB voice transmitter for 13 cm (experimental)
- GitHub · Repository created · First archived
Adolanium/hermes-gadget-sdk ↗
Build voice and text devices for your Hermes Agent, with ESP32 firmware, a Linux client, and a desktop simulator.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Why don't we just use hashcat to evaluate GPU performance ↗
I ran the following on a M4 Pro (20 core GPU) in MacOS vs a 4070 Super in Windows 11 using WSL and was kinda shocked to see the dramatic difference in GPU performance. ## generate a random sha256 8 alphanumeric python3 - <<'PY' > hashes-sha256.txt import secrets import string import hashlib alphabet = string.ascii_letters + string.digits password = ''.join(secrets.choice(alphabet) for _ in range(8)) print(hashlib.sha256(password.encode()).hexdige…
- Hacker News · Posted on Hacker News · First archived
I made my iPhone a second GPU for my MacBook-Qwen 3.8 27B prefills 29–44% faster ↗
Hacker News discussion.
- GitHub · Repository created · First archived
z2labs/sdrpp-esp-sdr-source ↗
Native SDR++ source module for ESP-SDR on the ESP32-S3: real IQ over USB, no bridge needed
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.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.