rsi
30 articles about rsi in AI news
Anthropic RSI Claim Under Fire After GPU Math Disputed
Analyst accuses Anthropic of overstating RSI progress, citing GPU abundance and vague '<2X' metric. Credibility gap highlighted.
How Polywood Uses AI and Claude to Sharpen Personalization and Conversion
Polywood's CDO Ben Spiegel tells Digital Commerce 360 that the retailer uses Anthropic's Claude for code and AI/ML for personalization, improving conversion. The move highlights practical LLM adoption in retail.
Shepherd: Stanford's Git-Like Reversible AI Agent Runs
Stanford's Shepherd makes agent runs reversible via Git-like commits and syscall-level permissions. Copy-on-write forks are 5x faster than docker commit with 95% KV cache reuse.
Build a Persistent, Multi-Surface Claude Code Agent: Inside claude-crew
claude-crew shows how to run Claude Code headless (`-p --input-format stream-json`) as a persistent agent with a Gateway, PreToolUse approvals, and OS-level sandboxing for production-grade autonomy.
anydoc: Sub-5ms Local PDF Parsing for AI Agents
Nick Camara announced anydoc, a local parser claiming sub-5ms markdown conversion for 10+ formats. Claims 100x speedup, but no benchmarks or code released yet.
BAAI's AREX: Recursively Self-Improving Research Agents
BAAI releases AREX models that recursively self-improve by alternating research and constraint verification.
Lilian Weng Argues Harness Design, Not Model Rewrites, Is Path to RSI
Lilian Weng argues RSI starts with harness design, not model rewrites, citing Sakana AI's The AI Scientist in Nature 2026 and two other projects.
MCP Server Versioning: How to Avoid Breaking All Your AI Clients (Like I
Stop breaking AI clients with MCP schema changes. Use query param versioning (?v=2) — it works with every MCP client, requires no code changes, and lets old and new versions coexist seamlessly.
Anthropic's RSI Memo Reveals Internal Timeline for Near-Term AI Risk
Anthropic's internal RSI memo, flagged by Ethan Mollick, outlines concrete timelines for when AI systems may reach dangerous capability thresholds within 12-24 months.
OpenAI Signals Recursive Self-Improvement Is Emerging Now
OpenAI says it sees early signs of recursive self-improvement in current AI systems, warning governance institutions are not ready. No evidence was provided.
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.
HydraDB Raises $6.5M for Persistent Agent Memory, Solving the Session Gap
HydraDB raised $6.5M for persistent agent memory, solving the session-gap problem context windows ignored. The round signals memory as a startup thesis.
Karpathy Joins Anthropic to Lead Recursive Self-Improvement Team
Andrej Karpathy joins Anthropic to lead a new recursive self-improvement team using Claude to accelerate pretraining, per @kimmonismus. The move signals a bet on synthetic data loops over brute-force scaling.
Hacker builds $10/mo persistent workspace for Claude Code
A $10/month persistent workspace for Claude Code and Claude AI using Pi's execution layer, MCP, and Cloudflare Tunnel. Bypasses session context loss by sharing one filesystem and database across all MCP-compatible tools.
Conductor vs Claude Code: Pinned Versions Split the Community
Ask HN asks if Conductor's single-agent matches native Claude Code. Pinned versions create a stability-vs-latency trade-off.
S-Oil, GST Partner on Immersion Cooling for AI Data Centers
S-Oil and GST partner on immersion cooling for AI data centers, targeting 1.1 PUE and 90% water reduction. First deployment 2026 in Korea.
Nvidia Blackwell CLC Boosts GEMM Tile Scheduling by 15% Over Static Persistence
Nvidia Blackwell CLC delivers up to 15% higher GEMM throughput via dynamic persistent tile scheduling, fixing load imbalance without startup overhead.
Recursive Multi-Agent Systems Top Hugging Papers; Eywa Bridges LLMs and Scientific Models
Recursive Multi-Agent Systems leads Hugging Papers with 242 upvotes. Eywa and OneManCompany signal a move from chat-based to structural agent collaboration.
Version Sentinel: A Claude Code Plugin That Blocks Hallucinated Package Versions
Version Sentinel uses Claude Code's hook system to intercept dependency changes and require version verification, preventing supply-chain risks from hallucinated package versions.
Pinterest Builds Dedicated Conversion Candidate Generation Model
Pinterest details the design and deployment of a dedicated shopping conversion candidate generation model, replacing engagement-based retrieval. Key innovations include a parallel DCN v2 and MLP architecture (+11% recall) and a unified multi-task approach that boosted conversion recall by +42% over their 2023 model.
OVRSISBenchV2: New 170K-Image Benchmark for Realistic Remote Sensing AI
A new benchmark, OVRSISBenchV2, with 170K images and 128 categories, sets a more realistic test for geospatial AI segmentation. The accompanying Pi-Seg model uses learnable semantic noise to broaden feature space and improve transfer.
Andrej Karpathy's LLM-Wiki Framework Solves AI Amnesia with Persistent Knowledge
Andrej Karpathy published a two-page framework called LLM-Wiki that transforms how AI systems handle accumulated knowledge. Instead of retrieving from raw documents each time, the AI compiles sources into its own structured wiki that persists across sessions.
NVIDIA Lyra 2.0 Launches on Hugging Face for Persistent 3D World Generation
NVIDIA has released Lyra 2.0 on Hugging Face, a framework designed to generate persistent, explorable 3D worlds at scale. It specifically addresses the core technical challenges of spatial forgetting and temporal drifting in long-horizon video generation.
Binghamton University Tests Robotic Guide Dog with Natural Language Interface
Researchers at Binghamton University have developed a robotic guide dog prototype that communicates with users using natural language. The system, built on a Unitree Go2 platform, was demonstrated navigating a user through a test environment.
Study: Persistent Gender Gap in AI Use May Have Closed
Academic Ethan Mollick highlights a new study indicating a potential closure of the gender gap in AI use, a persistent concern in prior research. The source of the data is currently unclear.
Claude-Mem Plugin Adds Persistent Memory to Claude Code, Cuts Token Use 10x
Developer Akshay Pachaar released Claude-Mem, a free plugin that adds persistent memory across Claude Code sessions. It captures tool usage and implements a 3-layer retrieval system, saving up to 10x tokens.
Beyond Dense Connectivity: Explicit Sparsity for Scalable Recommendation
A new arXiv paper introduces SSR, a framework that builds explicit sparsity into recommendation model architectures. It addresses the inefficiency of dense models (like MLPs) when processing high-dimensional, sparse user data, showing superior performance and scalability on datasets including AliExpress.
Anthropic's 'Mythos' SuperClaude Shows Persistent 'Claude-y' Personality
Ethan Mollick shared transcripts showing two versions of Anthropic's 'Mythos' model (SuperClaude) conversing. The AI exhibits a persistent, recognizable 'Claude-y' personality, distinct from other models like Opus 4.6.
Nous Research's Hermes Agent Features Self-Improving Skills, Persistent Memory
A new evaluation of Nous Research's Hermes Agent highlights its self-improving ability to build reusable tools from experience and a smarter persistent memory system that conserves token usage. The agent reportedly improves with continued use, representing a shift towards more adaptive AI systems.
Claude Agent SDK's a2a Tool Lets You Build Persistent, Observable AI Assistants
Use the a2a CLI tool to add persistent memory, skill management, and observability to your Claude Code projects, moving prototypes to production.