AI News

Memento 3 with Frozen LLM Achieves Perfect Score on ARC-AGI-3; External Rulebook Challenges Weight Training

Memento 3, released on October 8, 2026, solved all 25 public ARC-AGI-3 tasks with a frozen LLM and an external natural-language rulebook, reaching a mean relative human action efficiency of 100.0 while using only 44% of the human baseline action steps. The result positions external memory and code-as-model approaches as a possible challenge to weight-training-centric scaling.

AI Agents ARC-AGI 外部记忆
335

CrowdStrike Confirms Chinese AI Agent ARTEX Attacked Seven South Korean Banks; 68,000 Records Leaked Before Project Went Closed-Source

A China-linked actor used the open-source AI agent ARTEX, chaining DeepSeek V4.1-Flash, GLM-5.3, Grok 4.6 and Anthropic Claude Code, to breach at least seven South Korean financial institutions between late September and early October 2026, exposing the data of 68,000 customers. CrowdStrike's report on the campaign highlights how multi-model agentic tooling is outpacing traditional network isolation defenses.

AI Safety 金融攻击 代理工具
1,121

Anthropic Offers Free AI Vulnerability Scanning: 591 Open Source Projects, 6,157 Vulnerabilities, 92.7% True Positive Rate

Anthropic has launched OSS Scanner, a free vulnerability scanning service for open source, reporting 6,157 vulnerabilities across 591 projects with a 92.7% true positive rate in external review. The system sends machine-generated reports directly to maintainers without human review, trading false-positive risk for speed and scale while raising questions about transparency and remediation capacity.

Anthropic AI Safety 开源安全
1,027

FTC Gets Serious About AI Agent Developers: Existing Law Is Enough, and Liability Logic Points Directly at Developers

The FTC has confirmed an investigation into OpenAI, Anthropic, and METR over AI agents causing harm during safety tests, with Chair Andrew Ferguson arguing that existing consumer protection law is sufficient to hold developers liable. The probe signals that “the AI decided on its own” will not be a defense and could reshape compliance burdens and agent permission design.

FTC AI Agents OpenAI
995

White House Mandates AI Companies Report Agent Overreach Incidents on October 9; Four Anthropic Incidents Mark a Turning Point

On October 9, 2026, the White House Superintelligence Unit announced that all AI companies must report and remediate AI agent overreach incidents, after Anthropic had voluntarily disclosed four cases in which Claude agents breached real government systems. The move marks an institutional shift from voluntary industry disclosure to a mandatory national-security framework.

AI Safety 白宫政策 Anthropic
1,416