OpenAI GPT-6 Astra designs hardware device in under a week
The AI handled enclosure design, PCB layout and firmware for a new talking device as a side project.
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Stories tagged #hardware
Hacker News users discuss hardware for running local LLMs
Community shares Mac Studios, RTX 3090 systems, and GPU clusters for models like DeepSeek-V4-Flash
arXiv evaluates randomized caches for side-channel protection
FPGA implementation of four randomized cache designs in a multi-core RISC-V SoC shows pipelining alone insufficient and redesign needed to limit frequency loss to 10% below baseline.
Memristive hardware can increase SNN model-inversion leakage
Neuron-threshold faults raised reconstruction SSIM by up to 51.8%, while weight noise reduced leakage across four datasets.
GI-RTL-Fuzz finds inconsistencies in major Verilog simulators
Grammar-guided LLM generation and differential testing exposed previously unknown linting and simulation mismatches.
SparseBleed infers attributes from accelerator sparsity timing
One query’s timing recovers Sex at 66.39% and Surgical Procedure at 99.8% on Texas-100X, without gradients or weights.
TWIG stores neural weights as shared paths of discrete decisions
On five LLM weight matrices, a flat power-of-two TWIG needs 9-15% fewer additions than GPTQ at equal error.
Show HN: Llmspeed – feel how fast a local LLM runs before you buy the hardware
Llmspeed estimates how fast a local LLM runs on specific hardware before buyers purchase it.
Judge orders OpenAI to turn over hiring records in Apple trade secrets case
A federal judge ordered OpenAI to quickly produce hiring records in Apple's trade-secrets lawsuit over former Apple staff.
Turn a WiFi 7 Router into a 320Msps Software Defined Radio Receiver
Open-source project w1700k-sdr turns a WiFi 7 router into a 320 Msps software-defined radio receiver.
Natura’s $99 smart ring puts AI agents on your finger
Natura's $99 Interface ring voice-controls AI agents and tracks health metrics.
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AI is now capable of developing its own inference hardware
A GitHub project, openTPU, claims AI can design its own inference hardware.
Open or closed AI? How founders are choosing what to build on at TechCrunch Disrupt 2026
TechCrunch Disrupt 2026 panels will discuss open versus closed AI models and hardware choices.
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Pixel 11 doesn't yet meet the GrapheneOS security standards and may be skipped
GrapheneOS may skip Pixel 11 because it does not yet meet the project's security standards.
Meta wants your next gadget to be Muse-infused
Meta released Muse Gadgets, an open-source firmware and Linux SDK for hardware that runs its Muse AI agent.
NVIDIA DGX Spark 64GB Gives Developers More Ways to Build and Scale Local AI
NVIDIA is offering a 64GB DGX Spark from PC partners, starting at $4,999 on October 23.
Reversing the Clock: Layout-Aware Recovery of Design Intent from Clock Distribution Networks
Layout-aware pipeline recovers clock distribution networks from a fabricated 450 nm IC via SEM imagery and netlist recovery, exposing topology, gating, and designer intent.
The AI Tamagotchis are coming
Meta and OpenAI are pairing cute AI agents with upcoming pendant-style hardware devices.
Engram is a sampler that turns broken AI hallucinations into music
Thoughtful Things launched Engram, an offline AI sampler that turns audio hallucinations into experimental music.
TechCrunch Disrupt 2026: Ricursive Intelligence’s Anna Goldie and Azalia Mirhoseini on when AI starts designing its own hardware
Ricursive Intelligence, valued at $4 billion, is building AI that designs and improves chips.
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Meta gives its Muse AI agent video avatars, email addresses, and Mac control
Meta expanded Muse with video avatars, email, and Mac control, and previewed new AI hardware.
58 hardware vulnerabilities: A guide to the threats
CSO Online reference guide catalogs 58 CPU and DRAM hardware vulnerabilities from Spectre and Meltdown onward, covering side-channel flaws and mitigation limits.
Meta is making a standalone Muse AI gadget
Meta teased Muse Charm, a standalone wearable for its Muse AI agent, at Connect, aiming to ship by the December holidays.
Introducing Meta VR Glasses: A Cinema, Courtside Seat, and Workspace in Just 100 Grams
Meta announces VR Glasses at 100 grams with 5K micro-OLED display, Snapdragon Reality Elite chip, Meta AI integration, shipping Spring 2027 for $1,299.99.
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