storage
30 articles about storage in AI news
ColPali Beats OCR Pipelines for Document RAG: 8× Storage Cost, 0% Chunking
ColPali eliminates OCR and chunking for document-heavy RAG by encoding each 16×16 image patch into a 128-dim vector. It outperforms prior SOTA on the ViDoRe benchmark but costs 8× more storage per page.
IBM Demonstrates Extreme Scale for Content-Aware Storage with 100-Billion
IBM Research announced a breakthrough in vector database technology, achieving storage capacity of 100 billion vectors. This enables content-aware storage systems that can understand and retrieve data based on semantic meaning rather than just metadata.
What Cursor's 8GB Storage Bloat Teaches Us About Claude Code's Clean Architecture
A deep dive into Cursor's scattered 8GB local storage reveals why Claude Code's ~/.claude/projects/*.jsonl approach is better for developers.
Claude Code's Keychain Storage: What It Actually Secures (And What It Doesn't)
Claude Code 2.1.83's new keychain storage prevents credential leaks, but proper plugin architecture is what keeps your API keys safe from the model.
Google's TurboQuant Cuts LLM KV Cache Memory by 6x, Enables 3-Bit Storage Without Accuracy Loss
Google released TurboQuant, a novel two-stage quantization algorithm that compresses the KV cache in long-context LLMs. It reduces memory by 6x, achieves 3-bit storage with no accuracy drop, and speeds up attention scoring by up to 8x on H100 GPUs.
ChatGPT Launches 'Library' Feature: Persistent Document Storage Across Conversations with 512MB File Limits
OpenAI introduces ChatGPT Library, a persistent storage system that saves uploaded files (PDFs, docs, images) at the account level for reuse across different chats. The feature is rolling out to Plus, Team, and Enterprise users with specific file size and token limits.
Elon Musk: US Grid Capacity Could Double with Battery Storage
Elon Musk highlighted that the US peak power output is ~1.1 TW, but average is 0.5 TW, suggesting batteries could double grid energy delivery by charging at night and discharging during the day.
Zep AI's Graphiti: Agent Memory Without Schema Is Just Storage
Zep AI's Graphiti enforces Pydantic schemas on LLM entity extraction, preventing generic label collapse and enabling precise querying of agent memory.
Wiwynn Shows First SCADA Server: 2.9PB, No CPU for I/O
Wiwynn showed first Nvidia SCADA server at Computex 2026: 2.9 PB storage, 528M IOPS, GPUs bypass CPU for I/O. Marks shift in AI storage architecture.
AI Data Center Demand Could Trigger Grid Battery Boom: Report
AI data center demand could trigger a grid battery boom, per The Electric. Google and others may anchor storage projects, with MIT modeling up to 15% gas peaker displacement by 2030.
Airbnb's Engineering Blueprint for a Petabyte-Scale
Airbnb engineers detail the construction of a massive, internally operated metrics storage system. The system ingests 50 million samples per second, manages 1.3 billion active time series, and stores 2.5 petabytes of data, overcoming challenges in tenancy, shuffle sharding, and observability at scale.
Pinterest's Request-Level Deduplication
Pinterest's engineering blog details 'request-level deduplication,' a critical efficiency technique for modern recommendation systems. By eliminating redundant processing of massive user sequences, they achieve 10-50x storage compression and significant training speedups, while solving novel training challenges like batch correlation.
DualPath Architecture Shatters KV-Cache Bottleneck, Doubling LLM Throughput for AI Agents
Researchers have developed DualPath, a novel architecture that eliminates the KV-cache storage bottleneck in agentic LLM inference. By implementing dual-path loading with RDMA transfers, the system achieves nearly 2× throughput improvements for both offline and online scenarios.
The API Testing Revolution: How AI-Powered Tools Are Challenging Postman's Dominance
Developers are increasingly abandoning Postman for new AI-enhanced API testing tools that prioritize privacy, local-first workflows, and intelligent automation. These alternatives offer login-free experiences, secure local storage, and AI-generated test cases.
XSKY's Hong Kong IPO Signals China's AI Infrastructure Boom
Beijing-based AI storage provider XSKY has filed for a Hong Kong IPO after reaching profitability with RMB 811 million revenue in 2025's first nine months. Backed by Tencent and Boyu Capital, the company's move highlights growing demand for specialized AI infrastructure as computational needs explode.
Kimi Launches OpenClaw-Powered Workspace: China's Browser-Based AI Revolution
Kimi has unveiled Kimi Claw, a browser-based AI workspace featuring 24/7 operation, 5,000+ community skills, 40GB cloud storage, and native OpenClaw integration. This development represents China's growing influence in accessible, cloud-native AI tools.
Claustrophobic: The Open-Source Tool That Lets You Seamlessly Switch
Claustrophobic is a multi-account harness for Claude Code that auto-selects the account with the most rate limit remaining, using `c`, `cw`, and `cr` shortcuts to switch rooms seamlessly.
CATL Invests in DeepSeek: Battery Giant Pivots to AI Energy
CATL invested in DeepSeek's first funding round, signaling a $1B+ pivot to AI data center energy infrastructure.
Oracle Ships Full-Stack DR MCP Server for OCI
Oracle launched an MCP server for OCI Full Stack DR, enabling AI agents to automate recovery operations. First major cloud DR vendor on the protocol.
Apple Passwords App Gains AI Agent for Breach Auto-Change
Apple Intelligence will auto-change breached passwords on OS 27. Agent runs in Passwords app, eliminating manual credential rotation.
Google Titan: A New Architecture That Could Dethrone Transformers
Google's Titan architecture claims to surpass Transformers on long-context tasks via neural long-term memory, achieving 1.2x-2.5x speedups on benchmarks.
Google's 1 GW Texas AI Campus Tests 'Power-First' Model for Hyperscaler
Google's Texas AI campus tests a power-first model, pairing 1 GW generation with a data center to bypass grid constraints for AI infrastructure expansion.
Kotlin Multiplatform in Production: Two Real-World Use Cases from Booking.com
Booking.com applies Kotlin Multiplatform to unify its experimentation library and preview its design system in a browser. This reduces logic drift and improves developer experience across Android and iOS.
SSSTC Unveils Immersion-Cooled SSDs at Computex 2026 for AI Data Centers
SSSTC expanded immersion-cooled SSDs at Computex 2026 for AI data center heat management, competing with Samsung and Micron but withholding pricing and availability.
Oracle Builds Custom MCP Server for OCI Cloud Management via Natural Language
Oracle released a custom MCP server for OCI, enabling natural-language cloud management. First major cloud provider to ship a first-party MCP server.
AgingBench: AI Agents Lose Reliability Over Time & Memory Fails
UT Austin paper finds AI agents degrade over time via memory errors. Proposes AgingBench to measure reliability decay across sessions.
Sleep Phase Cuts Transformer Costs by Consolidating Memory
Paper proposes sleep phase to consolidate context into fixed-size memory, reducing inference cost while improving long-horizon task performance on GSM-Infinite.
train-llm-from-scratch: 1B-Parameter LLM on a Single GPU
train-llm-from-scratch trains billion-parameter LLMs on a single GPU, cutting costs from $10M+ to consumer hardware.
NVIDIA Vera Rubin NVL72 Cuts Agentic AI Cost 10x vs Blackwell
NVIDIA Vera Rubin NVL72 cuts agentic AI inference cost 10x vs Blackwell, per Huang at Dell event. 5,000 enterprises already on Dell factories.
AI Model Runs Entirely on USB Stick, No Cloud Needed
An unnamed developer built an AI on a USB stick, no internet needed. Challenges ChatGPT's cloud model.