42/60 Days System Design Questions
Your AI agent remembered the user's name. Then it forgot what it was doing. Here's the setup: User asks the agent: book the cheapest flight to NYC, se…
AI & ML
⚑ Report a ProblemLatest AI & ML news from Tech News
All topics
AI
News
Tech
agents
ai
api
architecture
automation
aws
beginners
career
claude
database
devchallenge
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
tutorial
typescript
webdev
Retrieval‑Augmented Memory Reduces Sliding‑Window Limitations in Video Models
VideoMLA’s low‑rank latent KV cache cuts KV‑cache demand by roughly 90 % and LongLive‑RAG’s retrieval‑augmented memory helps mitigate the temporal dri…
38/60 Days System Design Questions
Your LLM has 128K tokens. Your document has 150K words. Something has to give. What do you do? A) Chunk the document into fixed-size pieces and embed …
Linear Ensembles Can Erase LLM Watermarks
Watermarking schemes that embed distributional perturbations into LLM outputs are effectively broken by linear ensembles of a few independently traine…
Self-evolving retrieval lifts benchmark scores 25%
Agents that adapt their retrieval configurations while running deliver roughly a quarter more performance on established benchmarks — EvolveMem report…
Shared expert pool reduces parameters while maintaining performance
Conventional mixture‑of‑experts designs hand each transformer layer its own private expert set, causing the total expert parameter count to swell line…