arXiv:2610.33024v1 Announce Type: cross Abstract: Harness self-evolution offers a practical route for LLM agents to improve from execution experience…
Retell uses OpenAI models to help power 100M monthly calls
GPT-6 Astra tops Retell’s voice agent benchmark, while Codex helps it reach a $1.6M annual revenue run rate per employee.
Lessons from Luck: Do LLM-Written Lessons Carry Chance into an Agent’s Next Decision?
arXiv:2610.33029v1 Announce Type: cross Abstract: Self-improving agents write lessons from the outcomes of their runs; when outcomes are noisy, a lesson…
AI News Brief Hourly Summary 2026-10-28 00h : 21 posts
21 posts published in the last hour 22:56AI News Brief Daily Summary 2026-10-27 22:46Mine or Yours? Mind-Bridged Language Models Take Each Other’s Memories as Their Own 22:45SUDO: From Scientific Publications to Global Scholarly Discourse 22:45Dell expands cyber recovery tools to…
AI News Brief Daily Summary 2026-10-27
200 posts published today 22:46Mine or Yours? Mind-Bridged Language Models Take Each Other’s Memories as Their Own 22:45SUDO: From Scientific Publications to Global Scholarly Discourse 22:45Dell expands cyber recovery tools to protect identity 22:45SLICE-Mem: Salience-Gated Lightweight Information Curation for Efficient…
Mine or Yours? Mind-Bridged Language Models Take Each Other’s Memories as Their Own
arXiv:2610.33020v1 Announce Type: cross Abstract: If your brain were connected directly to someone else’s, would you still know which thoughts were yours?…
SUDO: From Scientific Publications to Global Scholarly Discourse
arXiv:2610.33018v1 Announce Type: cross Abstract: Scholarly Knowledge Graphs (SKGs) support literature search, scientific discovery, and agent-assisted…
Dell expands cyber recovery tools to protect identity
Restoring data after a cyberattack isn’t enough if the identity systems that control access are compromised. Dell Technologies Inc. is extending its cyber…
SLICE-Mem: Salience-Gated Lightweight Information Curation for Efficient LLM Agent Memory
arXiv:2610.33015v1 Announce Type: cross Abstract: Long-term memory enables large language model (LLM) agents to maintain personalized and temporally…
Build agentic retrieval on a Managed Amazon Bedrock Knowledge Base with CDK
Build enterprise agentic retrieval on a Managed Amazon Bedrock Knowledge Base with the AWS CDK: an agent that routes across two knowledge bases, retrieves…
Merge-Based Vocabulary Extension Stalls at the Pre-Tokenizer: An English-Preserving Repair for Nepali, Tested in Continued Pretraining
arXiv:2610.33016v1 Announce Type: cross Abstract: Llama-3, Qwen3 and many other open LLMs pre-tokenize text with a regular expression whose word class…
The RealReal won’t let AI agents hog designer clothing
The RealReal, a secondhand luxury fashion consignment retailer, said it’s updating its bot defense system, effectively making it harder for AI agents to…
The Social World Model Evaluation Gap
arXiv:2610.33014v1 Announce Type: cross Abstract: A negotiation assistant can reach a good deal without accurately predicting the other person’s response.…
SpaceX locks in $40B GPU financing deal with Apollo
The financing gives SpaceX another way to fund its rapidly expanding AI ambitions without relying solely on traditional debt markets.
“No human at the helm”: Delaware plan would let AI agents run entire businesses
Owners of AI-run firms would evade liability for “reckless” AI, US Rep. Comer says.
TraceQuery: learning what to recompute from full-denoising trajectory in diffusion language models
arXiv:2610.33008v1 Announce Type: cross Abstract: Diffusion large language models (dLLMs) enable flexible generation through iterative masked denoising,…
Liquid AI Releases LFM3: 6 Open-Weight 2B-Class Multimodal Models
Liquid AI released LFM3, 6 open-weight 2B-class models for text, vision, audio, omni and decisions. LFM3-1.7B uses a tri-hybrid backbone, a 256K context…
Recursive Semantic Divergence for LLM Agent Consistency
arXiv:2610.33012v1 Announce Type: cross Abstract: Large Language Model (LLM) agents with tool use exhibit inconsistent behavior across independent runs…