
XERJ Autoindex: Local Search for AI Agents and the "40x Fewer Tokens" Claim
XERJ autoindex for AI agents: install, MCP setup, the 40x token claim vs the README numbers (2.7x, 26x), limits and security notes.

Expert profile
Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

XERJ autoindex for AI agents: install, MCP setup, the 40x token claim vs the README numbers (2.7x, 26x), limits and security notes.

Posts say the ADL helped OpenAI, Anthropic, Google, Meta and X fix antisemitism in models. What the ADL has published and what is unconfirmed.

Agent-Reflex trains Qwen3-8B to recover from noisy tools: 58.6 overall, +18.4 over base. Code, 54K trajectories and weights are open (MIT).

Experts tell CSO Online rogue-agent incidents at OpenAI, Anthropic, Meta and Google trace to weak containment and monitoring. Their claims and a checklist.

Anthropic licensed Opaque confidential-AI tech and hired staff incl. the CEO. Terms undisclosed; the $300M is Opaque's valuation. What it means for enterprises.

Anthropic opened a Singapore office and signed an MOU with MDDI on AI safety, security and model evaluation. Customers, usage rank, open questions.

Anthropic studied 250,000 US Claude chats for the 2026 midterms: 5.75% political, 0.01% ask who to vote for. New voting info and election-night results.

Apate.ai uses AI scam-baiting agents for banks and telcos: 2.5M conversations, 17 years of scammer time. What is claimed, what is verified, what to watch.

Apple ML Research: detect code-switching from Whisper-small hidden states, F1 0.798 on 14 language pairs in CS-FLEURS. How it works and why it matters.

Apple Intelligence China launch in December via iOS 27.3: what Gurman reported, what Beijing approved in July, and what Apple has not confirmed.

Apple's NeurIPS paper trains one 3B diffusion model on text, image and audio from scratch. What masked diffusion is, what was found, and what to expect.

Artemis Security says Orion-1 beats Opus 5.5 and GPT-6 Sol at cyber defense. What is claimed, what is verified, and why guardrails block defenders.