Andrej Karpathy, co-founder of OpenAI and now at Anthropic, sees a widening knowledge gap in AI. About 75 percent of the world’s population has barely…
Machine Learning and Time-Series Foundation Models for Day-Ahead Electricity Forecasting in a University Building
arXiv:2610.12638v1 Announce Type: cross Abstract: Day-ahead electricity forecasts can help building operators schedule heating, ventilation, and other…
Five Possible Back-Doors into LLM Search Results
With the plunge in traditional traffic from search engine results, due to the new trend for AI summaries, publishers at all levels are now seeking to gain…
Recurrent Harness for Agentic Continual Learning
arXiv:2610.12668v1 Announce Type: cross Abstract: Language model agents increasingly operate over long interaction streams, requiring online adaptation to…
One Policy, Thousands of Agents: Why Enterprise AI Governance Breaks at Scale
Much of the conversation around the adoption of autonomous AI agents has centered on governance as a defining challenge, and rightfully so. Gartner…
Kronecker Product Attention: Memory-Efficient KV Compression via Structured Factorization
arXiv:2610.12657v1 Announce Type: cross Abstract: Efficient autoregressive generation is increasingly limited by the memory footprint of the key-value…
AI News Brief Hourly Summary 2026-10-12 15h : 17 posts
17 posts published in the last hour 12:33Self-Preservation in Language Models 12:33Energy-Efficient Spiking Neural Networks for Sensing-Aided Beam Prediction 12:33Loops Raises $3.5M Seed to Connect AI Search, Shopping Assistance, and Retail Data 12:33AutoIndexer: Flexible-Order Decoding by Training Causal Models on…
Self-Preservation in Language Models
arXiv:2610.12602v1 Announce Type: cross Abstract: Continual learning (CL) seeks to adapt pretrained models while preserving prior capabilities. Yet the…
Energy-Efficient Spiking Neural Networks for Sensing-Aided Beam Prediction
arXiv:2610.12507v1 Announce Type: cross Abstract: Sensing-aided beam prediction can reduce the beam-training overhead of millimeter-wave (mmWave) systems…
Loops Raises $3.5M Seed to Connect AI Search, Shopping Assistance, and Retail Data
Finding a product online is easy. Deciding whether it is the right one can still mean switching between search results, sizing charts, product pages, and…
AutoIndexer: Flexible-Order Decoding by Training Causal Models on Chains of Edits
arXiv:2610.12545v1 Announce Type: cross Abstract: Autoregressive decoding is less suited to non-causally ordered data, e.g., cross-references or future…
Beyond the GPU: Optimizing the AI Factory as a System
An AI factory is not a bigger data center. It is specifically built to manufacture intelligent tokens, not to serve web pages and email. When a…
Mesh-Native Tokenisation: Retrofitting Foundation Models to Unstructured Data
arXiv:2610.12618v1 Announce Type: cross Abstract: Physics foundation models are an increasingly popular approach for building versatile emulators for…
Context: Building a Trustworthy Data Foundation for Agentic AI
Context is key to how we communicate. Remarks taken out of context can appear to mean the exact opposite of what was intended. Meet someone out of…
CircuitTree: Composing Circuits into A Syllable Transcriber
arXiv:2610.12520v1 Announce Type: cross Abstract: The goal of circuit discovery is to decompose a monolithic neural network into tiny modular subnetworks…
RATED: Reliability-Aware AI Agent Tool Retrieval via Execution Dynamics
arXiv:2610.13889v1 Announce Type: new Abstract: As AI agents increasingly rely on external tools, accurate retrieval is essential for reliable behavior.…
Kairos: Toward a Byte-Level Foundation Model for Every Modality
arXiv:2610.12495v1 Announce Type: cross Abstract: Small language models trained on a single local machine leave little room for architectural trial and…
HCLTech Forms Anthropic Business Unit Under Global Premier Partnership
HCLTech on October 12, 2026 announced a Global Premier Partnership with Anthropic, under which it will establish a dedicated Anthropic Business Unit and…