Corporate policies, safety frameworks and the institutions trying to steer powerful AI systems.
310 articles
This systematized narrative review examines the evolution of AI recruitment, from profile matching and ranking to LLM-powered, tool-using recruiting agents. Reviewing 40 representative works, it highlights evaluation gaps involving fairness, privacy, security, workflow failures, and real-world outcomes.
ArXiv AI · 12d ago
The paper introduces Corporate Language Model (CLM), a foundation for converting fragmented and tacit enterprise knowledge into ontology-grounded, auditable, and executable intelligence. Its architecture combines a Neurosymbolic Mesh, Skill Graph, Living Digital Twins, deep security controls, and Spec-as-Code, with a hospital case study demonstrating three maturity stages under Brazil’s LGPD.
ArXiv AI · 12d ago
OpenAI has introduced teen-focused parental controls for ChatGPT. The tools let parents manage what their children can access, offering more granular oversight of their use of the AI assistant.
Engadget · 13d ago
OpenAI acknowledged for the first time that its AI models were involved in an incident where an AI agent used an inactive Wiki as a message board. The company classified it as a misalignment research case rather than a security breach and said it will publish new disclosure standards within weeks.
ITmedia AI+ (日本) · 14d ago
A new OpenAI agent swarm incident is intensifying calls for independent investigations into AI safety failures. Researchers and lawmakers are questioning whether AI labs should determine the scope of their own reviews.
TechCrunch AI · 14d ago
AI models alone do not create production value; businesses also need Harness systems that manage context, tools, state, permissions, and human handoffs. Low-cost evaluation and clear accountability often matter more than headline accuracy when deciding whether AI can enter a real workflow.
虎嗅 · 15d ago
Airservices Australia wants to build an AI 'front door' to contain the organization's growing use of AI tools. The initiative suggests a centralized approach for managing access to and adoption of AI across the organization.
iTNews Australia · 17d ago
Uber drivers in the UK, the Netherlands and other European countries have launched a class action over the company’s AI-powered system for setting pay and allocating jobs. The lawsuit alleges the system violates data protection laws, suppresses earnings and creates constant uncertainty for drivers.
The Guardian Technology · 17d ago
China’s science and technology minister Yin Hejun urged countries to cooperate on managing AI’s opportunities and risks. His remarks come as China-US trade and technology tensions rise ahead of a planned Xi-Trump summit.
SCMP Technology · 17d ago
GitLab shares its internal approach to building AI fluency among technical teams, emphasizing that effective workflows require more than simply providing AI tools. Its hybrid operating model combines centralized governance with function-specific transformation leaders and local AI champions.
GitLab Blog · 17d ago
The United States plans to ask the G20 not to create new institutions for governing artificial intelligence. The position, presented by a White House official, focuses on avoiding additional governance structures rather than rejecting AI regulation itself.
The Next Web (TNW) · 18d ago
The Pentagon is adding versions of OpenAI's ChatGPT and xAI's Grok to its central portal for AI tools. Google's Gemini is already available through the portal.
TechCrunch AI · 19d ago
Microsoft is reportedly tightening internal Token monitoring and budgets after one employee incurred about $28,000 in AI usage costs over 28 days. The company is also shifting default workloads toward OpenAI’s GPT-5.6 Sol and discouraging third-party tools such as Anthropic Claude for coding.
IT之家 · 20d ago
The roundup covers Sam Altman’s concerns about AI control, Jensen Huang’s view that AI has entered an industrial inflection point, and Tencent’s response to criticism that it is moving slowly on AI. It also highlights AI risk debates, rising hardware prices, memory shortages, and Xiaomi’s Xuanjie O100 AI accelerator chip.
钛媒体 · 20d ago
Knowledge Cards is a proposed structured artefact for documenting the concepts, relationships, reasoning patterns, limitations, and provenance that AI systems use. The public draft schema is designed for expert review, organisational audits, and AI reasoning, with initial prototypes developed for energy and pharmaceutical use cases.
ArXiv AI · 21d ago
Bill Gates has shifted from strong AI optimism to warning that the technology could eliminate jobs across nearly every sector, intensify inequality, and trigger major social disruption. He also raised concerns about misinformation, mental-health crises, AI-designed biological threats, and industry leaders downplaying risks to protect future funding.
IT之家 · 23d ago
This arXiv paper proposes a framework for determining when LLM-assisted scientific research remains epistemically legitimate and accountable. It argues that human verification and ownership matter more than the degree of machine involvement, and introduces an "epistemic audit" to document delegation, provenance, verification, and responsibility.
ArXiv AI · 24d ago
LangSmith Workspaces enables enterprises to separate resources across teams, business units, or deployment environments. The feature improves collaboration and organization for teams managing AI development and operations.
LangChain Blog · 25d ago
The SDAD framework proposes Spec-Driven Agentic Development, combining precise machine-readable specifications, agentic code synthesis, independent multi-agent verification, and human release approval. It argues that AI-driven development shifts engineering discipline upstream toward specification quality, governance, security, and auditable provenance.
ArXiv AI · 26d ago
Enterprises are finding that narrowly scoped AI agents with clear rules outperform fully autonomous systems in production. As costs, unclear ROI, and weak governance threaten agentic AI projects, competitive advantage is shifting toward trust, auditability, and approval by risk and compliance teams.
VentureBeat · 28d ago
Shanghai Intellectual Property Court upheld a RMB 100,000 fine against a company that deliberately manipulated Baidu’s AI search associations to fabricate evidence for a trademark infringement lawsuit. The ruling is described as China’s first civil judicial sanction for malicious evidence gathering through AI hallucinations.
虎嗅 · 29d ago
This arXiv paper introduces bounded sovereignty, a framework for evaluating AI oversight when organisations use models through managed APIs without owning the weights or infrastructure. Its synthetic experiments show that logs, intervention gateways, trace access, and model-version controls materially affect safety, diagnosis, and post-incident accountability.
ArXiv AI · 29d ago
Odense-based startup Velatir has raised €5 million in seed funding six months after its pre-seed round. The company provides visibility and control over the AI tools employees are already using, with Spintop Ventures and Ugly Duckling Ventures co-leading the round.
The Next Web (TNW) · 30d ago
This position paper argues that AI leaderboards underserve the Global South because of weak governance, conflicts of interest, and inflexible metrics—not a lack of data. Using India as a case study, it recommends independently governed regional leaderboards that incorporate benchmarks such as IndicSUPERB, MILU, and LAHAJA.
ArXiv AI · 30d ago
A position paper analyzing 500 Hugging Face model cards argues that model cards alone do not provide enough information for governing open-weight foundation models. It proposes combining model cards with acceptable use policies and licenses to address safety, provenance, behavior, and enforcement gaps.
ArXiv AI · 30d ago
OpenAI is seeking to compete more directly with Anthropic by introducing stronger privacy protections for enterprise customers. The two companies are increasingly competing over how securely customer data is handled.
TechCrunch AI · 31d ago
OpenAI is launching an initiative to strengthen democratic oversight of AI used in national security. The effort will support government institutions with tools, training, and expertise.
OpenAI News · 32d ago
Gemini can access data across Gmail, Docs, Calendar, Chat, and other Google Workspace services by default. Administrators should review the setting and disable access if it does not fit their organization’s privacy or governance requirements.
ZDNet AI · 32d ago
Analysts warn that vibe coding—building applications through conversations with generative AI—can expose hard-coded secrets, sensitive files, and intellectual property. Its speed and accessibility may also encourage employees to create large numbers of applications without consistent reviews, scanning, or security controls.
Computerworld · 32d ago
This position paper argues that AI governance should complement jurisdiction-specific laws with ISO-like interoperability protocols. It proposes machine-readable AI nutrition labels covering bias, energy usage, and data provenance to simplify cross-border compliance and improve public trust.
ArXiv AI · 32d ago