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7 results for "hardware"
- ai · hackernoon · 4 min
GPU Utilization Fails at the Org Layer, Not the Hardware Layer
Securing compute budget is only half the problem; scheduling conflicts, quota mismatches, and siloed visibility erode real throughput.
Apr 30, 2026 Read → - engineering · arxiv/cs.LG · 8 min
Tessera: Cache-Line Encryption for Edge AI Without Bandwidth Loss
A hardware architecture that decrypts neural network weights at 64-byte granularity, hiding cryptographic overhead within DRAM fetch latency on shared-memory edge accelerators.
Apr 28, 2026 Read → - engineering · arxiv/cs.LG · 8 min
Multi-Agent Edge Systems Hit a Scaling Wall at 100+ Agents
A new framework addresses the Synergistic Collapse problem where performance degrades superlinearly as distributed agents grow, combining neural caching, action pruning, and hardware matching.
Apr 23, 2026 Read → - ai · arxiv/cs.AI · 4 min
Automated quantization shrinks spike-driven language models for edge devices
QSLM framework compresses neural network models by up to 86.5% while preserving accuracy, enabling deployment on resource-constrained embedded hardware.
Apr 22, 2026 Read → - engineering · hackernoon · 7 min
LLMesh routes local LLM requests across machines via one endpoint
A distributed inference broker lets teams share GPU hardware without changing application code between dev, staging, and production.
Apr 18, 2026 Read → - engineering · hackernoon · 6 min
A Known NFC Flaw Drained $10,000 From a Locked iPhone — Unfixed for 5 Years
Researchers demonstrated live that Apple's Express Transit mode lets attackers charge any amount to a locked, screen-off iPhone using basic NFC hardware.
Apr 18, 2026 Read → - ai · arxiv/cs.AI · 4 min
LLM scripting brings petascale climate visualization to laptops
Researchers demonstrate a framework that lets domain scientists animate massive NASA climate datasets on commodity hardware using natural-language prompts instead of specialized graphics expertise.
Apr 17, 2026 Read →