LLM Inference Explained: Weights, Quantization, KV Cache and More
A practical guide to LLM memory and inference, from model weights and context limits to retrieval, expert routing and token generation.
Latest stories
A practical guide to LLM memory and inference, from model weights and context limits to retrieval, expert routing and token generation.
The 27C2A Pro pairs vivid, accurate color and exceptionally bright Mini LED HDR with flexible high refresh rates, though its stand wobbles.
PsiQuantum’s compact switch posts low signal loss without amplification. Its next test is scaling to the port counts used in data centers.
Altman says cloud pooling can keep scarce DRAM busier than home PCs. The case depends on demand, data center growth and what users value.
Warhammer Day falls on October 31, 2026. Here are 20 ways to bring 40K into a gaming setup, from themed furniture to PC games.
Intel’s weaker PC outlook helped drive a broad chip selloff, while Apple’s smaller decline showed how product mix can shape investor exposure.
Nvidia has removed the RTX 5080 listing while U.S. supply tightens. The $999 card now costs at least $2,199 at one in-stock retailer.
Repeated tests produced 52 destination hosts, while a small prompt change altered tool use. The results suggest inconsistent behavior, not a fixed target.
Forrester named Elastic a Strong Performer among 10 AIOps providers, citing explainability, OpenTelemetry support, deployment options and pricing flexibility.
AI agents and digital twins widen early design exploration, while model accuracy, formal proof and changing workloads keep verification central.
Keybytes connects magnetic, 1U keys to a central hub, offering unusual layout flexibility with a steep build cost and substantial assembly work.
The P9 pairs strong USB4 transfer speeds and sustained writes with a slim build, but its $649 2TB price makes value depend on your workload.
TSMC may raise CoWoS prices by up to 20% as AI chips, longer tests and delayed equipment add pressure to advanced packaging capacity.
Research links Discover-Tech to heavy ad bidding around Starlink traffic, but there’s no evidence that subscribers were actually tracked.
BlueChip is aiming for laptop orders in 2027, with U.S. and allied suppliers covering 90% of component procurement costs in its prototypes.
Richard Borcherds says AI makes online homework hard to assess, shifting more of his grading to device-free, in-person exams.
A flaw in LiteLLM’s configuration endpoint enabled file access, admin takeover and code execution; a separate routing issue exposed provider credentials.
Kameleo, AdsPower and MultiLogin combine browser identity spoofing with automation, making account fraud and coordinated manipulation easier to scale.
Fake ChatGPT and Claude downloads use signed software to load Yoba malware, which fetches payloads through Telegram, DNS over HTTPS and file hosting.
CPO testing costs are rising with package value and complexity. Engineers are weighing early screening, better failure isolation and manufacturing tradeoffs.