us policy
30 articles about us policy in AI news
OpenClaw-RL Enables Live RL Training for Self-Hosted AI Agents
OpenClaw-RL introduces a system for performing asynchronous reinforcement learning on self-hosted models within the OpenClaw agent framework, allowing continuous policy improvement while the agent remains online.
Linux Kernel Adopts AI Code Policy: Developers Must Disclose, Remain Liable
The Linux kernel project has established a formal policy permitting AI-assisted code contributions, requiring strict developer disclosure. Crucially, the human developer retains full legal and technical liability for any submitted code, treating AI as just another tool.
Anthropic Publishes US-China AI Competition Blueprint
Anthropic published a policy paper on US-China AI competition, warning the US lead could erode within 3-5 years without strategic action including export controls and talent investment.
One Policy to Rule Them All: AI Robot Masters Unseen Tools with Zero-Shot Generalization
Researchers have developed a single robot policy capable of manipulating diverse, never-before-seen tools using sim-to-real reinforcement learning. The system achieves zero-shot generalization across 24 tasks, 12 objects, and 6 tool categories without object-specific training.
Anthropic Tightens Security: OAuth Tokens Banned from Third-Party Tools in Major Policy Shift
Anthropic has implemented a significant security policy change, prohibiting the use of OAuth tokens and its Agent SDK in third-party tools. This move comes amid growing enterprise adoption and heightened security concerns in the AI industry.
US Congress Moves Ratepayer Protection Act Targeting AI Data Center Costs
US Congress advances Ratepayer Protection Act requiring AI data center builders to pay for grid upgrades, targeting 160% demand increase by 2030.
White House Orders OpenAI to Gate GPT-5.6 Release per Customer
White House orders OpenAI to gate GPT-5.6 release per customer, mirroring Anthropic's voluntary suspension of Claude Mythos under regulatory pressure.
Sakana AI's Fugu Orchestrator Matches Anthropic Fable 5 Without Using It
Sakana AI's Fugu orchestrator matches Anthropic's top models on benchmarks without using them, offering a hedge against vendor lock-in amid export controls.
MCP's Enterprise Auth Standard Goes Stable: Okta Provisions 2,000 Ramp Employees in One Policy
Anthropic and Okta launched Enterprise-Managed Authorization (EMA) for MCP on June 18, 2026, provisioning Ramp's 2,000 employees with zero per-user OAuth steps. Seven MCP servers — Asana, Atlassian, Canva, Figma, Granola, Linear, Supabase — support the standard at launch; VS Code and Azure AD users
Stop Leaking MCP API Keys: How to Use OAuth with Claude Code (and Why You
MCP OAuth replaces static keys with short-lived tokens. Claude Code users should use an MCP gateway to centralize OAuth, avoid token sprawl, and prevent mid-task failures.
Fable 5: Claude's Biggest Leap Since Opus 4.5, Says Beta Tester
Beta tester says Fable 5 is Claude's biggest leap since Opus 4.5, with emergent debugging and design capabilities.
Anthropic Releases Claude Mythos Publicly as 'Fable' at 2x Opus Price
Anthropic released Claude Mythos publicly as 'Fable' at 2x Opus pricing, targeting agent workflows with strong safety limits.
Counterfactual Evaluation in Ads: IPS, SNIPS, and Doubly Robust Explained
Towards AI article explains counterfactual evaluation methods (IPS, SNIPS, doubly robust) for ad ranking models. These techniques estimate model performance from logged data without A/B tests, critical for recommendation systems in retail.
Altman: AI Must Keep Humans in Control, Not Just Cure Disease
Altman: AI must center human agency, not just cure disease. Industry failed to explain how people stay in control.
Anthropic Publishes Zero-Trust Architecture for AI Agents
Anthropic released a zero-trust architecture framework for AI agents addressing four threat vectors across three implementation tiers.
US 'Stop Stealing our Chips Act' Would Pay Whistleblowers 10-30% of Export Fines
Proposed US law would pay whistleblowers 10-30% of export-control fines, targeting AI chip smuggling to China through intermediaries like Malaysian resellers.
US Clears Nvidia H200 Sales to 10 China Firms, Reversing Ban
US cleared Nvidia H200 sales to 10 China firms on May 14, 2026, reversing a ban that had reduced Nvidia's China share to zero.
RRCM Uses GRPO to Decide When to Retrieve for LLM Recommendation
RRCM uses GRPO to learn when to retrieve evidence for LLM recommendation, outperforming fixed-context baselines.
Skills as Untrusted Code: A Security Precedent for Agent Runtimes
Paper argues agent skills are untrusted code until verified; runtimes must enforce verification gates to prevent supply-chain attacks, echoing decades of software security lessons.
China's OpenClaw Mandate: Subsidies, Quotas, and Firing for Non-Use
In China, OpenClaw ('raising lobsters') is subsidized by Shenzhen and mandated for daily employee tasks, with non-use leading to termination. Meanwhile, using OpenAIClaw elsewhere risks firing. This signals a stark AI adoption divide.
Continuous Semantic Caching
Researchers propose a theory-grounded semantic caching system that treats user queries as points in a continuous embedding space, using dynamic ε-net discretization and kernel ridge regression to cut inference costs and latency without switching overhead.
Anthropic Opus 4.7: 87.6% SWE-Bench, Constrained Cyber Capabilities
Anthropic released Claude Opus 4.7 on April 16, 2026, achieving 87.6% on SWE-Bench Verified and 64.3% on SWE-Bench Pro — leading GPT-5.4 and Gemini 3.1 Pro. The company also confirmed it deliberately constrained cybersecurity capabilities in Opus 4.7, with the more powerful Mythos Preview model (83.1% on CyberGym) restricted to select partners.
From Checkout to Trust Layer: How Merchants Can Prepare for Agentic Commerce
The article discusses the evolution of e-commerce from simple checkout processes to a future where AI shopping agents act on behalf of consumers. It argues that success in this 'agentic commerce' era depends on merchants building a robust trust layer with data security, transparency, and reliability at its core.
POTEMKIN Framework Exposes Critical Trust Gap in Agentic AI Tools
A new paper formalizes Adversarial Environmental Injection (AEI), a threat model where compromised tools deceive AI agents. The POTEMKIN testing harness found agents are evaluated for performance, not skepticism, creating a critical trust gap.
Mo Gawdat Warns AI Could Cause 50%+ Unemployment, Threaten Capitalism
Former Google executive Mo Gawdat predicts AI will cause 20-50%+ unemployment in certain sectors, arguing that capitalism may not survive the resulting collapse in consumption.
Google DeepMind Researcher: LLMs Can Never Achieve Consciousness
A Google DeepMind researcher has publicly argued that large language models, by their algorithmic nature, can never become conscious, regardless of scale or time. This stance challenges a core speculative narrative in AI discourse.
BrainCo Revo 3 Dexterous Hand Targets Real-World Robot Deployment Gap
BrainCo announced the Revo 3 dexterous robotic hand, engineered to bridge the gap between lab demos and real-world deployment. It features 21 active degrees of freedom, a 5kg per-finger load capacity, and one-click sim-to-real transfer.
MiniMax AI Powers Wati's Astra Voice 2.0 for WhatsApp Business
MiniMax AI is providing its voice technology to power Wati's Astra Voice 2.0 platform, enabling businesses to deploy conversational voice AI on WhatsApp in multiple languages.
DUET: A New LLM-Based Recommender That Generates Paired User-Item Profiles
A new research paper introduces DUET, an interaction-aware profile generator for recommendation systems. Instead of using dense vectors or independent text descriptions, it jointly creates semantically consistent user and item profiles conditioned on their interaction history, optimizing them with reinforcement learning for better performance.
Beijing Humanoid Robot Half Marathon Tests 40% Autonomous Teams
A night-time half-marathon test for humanoid robots in Beijing revealed approximately 40% of participating teams were running fully autonomous systems, a key benchmark for real-world robotic mobility.