SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in RSI
Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary (2026-03-06)
Introduces SAHOO, a framework to monitor and control alignment drift in RSI via the Goal Drift Index (GDI).
GDI is a multi-signal detector combining semantic, lexical, structural, and distributional measures.
Achieved 18.3% improvement in code tasks and 16.8% in reasoning while preserving safety-critical invariants.
Skill Retrieval Augmentation for Agentic AI
Weihang Su et al. (2026-04-27)
Formulates Skill Retrieval Augmentation (SRA), allowing agents to dynamically retrieve relevant skills from large external corpora.
Validates the promise of scaling capabilities beyond context window limits using SRA-Bench.
Beyond the Attention Stability Boundary: Agentic SSRP
Dahlia Shehata et al. (2026-04-27)
Identifies the Attention Latch phenomenon where historical context overrides mid-task updates.
Proposes Self-Synthesizing Reasoning Protocols (SSRP) to implemented discrete separation between planning and execution.
š” Real-time RSI Signals & Market Intelligence
GPT-5.5 (OpenAI): Released April 23, 2026. First fully retrained base architecture since GPT-4.5. Dominating leaderboards.
Claude Mythos 5: Withheld from public release by Anthropic after triggering ASL-4 safety protocolsādeemed too capable to deploy.
DeepSeek V4-Pro: Released April 24, 2026. 1.6T MoE model running on Huawei chips, demonstrating massive inference optimization.
RLVR Scaling: Reinforcement Learning from Verifiable Rewards is showing linear scaling laws, allowing models to improve in machine-checkable domains without human bottlenecks.
SpaceX-xAI Merger: SpaceX acquisition of xAI for $250B creates a vertically integrated AI/Hardware giant.