A wider field of evidence.

Selected public essays; access varies by post

An author's interpretation is not independent replication. Follow references before treating reported remarks or results as confirmed.

Public announcements and selected policy submissions

Company submissions reflect institutional interests. Distinguish a signed personal statement from the accompanying company paper and retain historical roles.

Selected public interviews; some material requires a subscription

Guest answers belong to the guest; publisher biographies and questions are separate. An interview claim is not an independent evaluation.

Public model descriptions, scenarios and forecast updates

Scenarios, modal years and individual medians are different claims. Retain each contributor's attribution and endpoint definition; forecasts are not observed outcomes.

Public release announcements and API documentation

The developer has a commercial interest in adoption; release claims need task-level examination.

Public research reports, product evaluations and methodology

Results come from a commercial agent environment. The selected tasks and evaluation setup are not every workplace.

Public studies, methods and linked research artifacts

Selected tasks and participants do not represent every job or deployment; methodology changes matter.

Public data explorers and downloadable datasets

Some values are estimates; coverage and frontier definitions shape the apparent trajectory.

Public model, data, code and evaluation links

Developer claims need independent evaluation; openness does not establish universal safety or usability.

Public announcements, research summaries and linked model documentation

Provider announcements have commercial stakes; their own evaluation is not independent corroboration.

Public announcements, research and system documentation

The developer chooses its tests and disclosures; distinguish measured results from policy preferences and forecasts.

Public research announcements with linked papers, tools and evaluations

An institutional announcement is a starting point for inspecting a paper or artifact, not a replication.

Public technical articles, model cards, datasets and open-source projects

Community uploads vary in quality, rights and completeness; hosting a model is not verification of its claims.

Public model announcements and links to developer documentation

Commercial release material needs independent task evaluation and attention to each model's license.

Public posts and RSS from Alexander Wissner-Gross; access varies by post

Selection and forecasts express an author's position; technical expertise does not settle economic or institutional consequences.

Public product and engineering posts with linked documentation

Tooling examples are selected demonstrations; inspect workloads, costs and failure handling before generalizing.

Public product descriptions and model announcements

A vendor's description is not proof of routing quality in Escape Meridian; calibration needs representative held-out examples.

Public technical reports, videos and company announcements

Vendor demonstrations and evaluations need their task scope and methods retained; selected successes do not establish broad deployment readiness.

Public metadata API, RSS and author manuscripts; review API terms before integration

A preprint is not automatically peer reviewed; versions, withdrawals and paper-specific rights must remain visible.

Public scholarly index and API; authentication and usage allowances depend on operation

Metadata and citation counts are discovery aids, not judgments of truth; linked full texts have separate rights.

Public research explanations and links to papers and artifacts

A developer's account of model performance is not independent proof of a clinical or societal outcome.

Public mission reports, research announcements and RSS updates

Mission communications summarize work; scientific conclusions require the linked data, methods and research.

Public research, accelerator and computing updates with RSS

Announcements must be read with the collaboration's analysis; preliminary results and confirmed discoveries differ.

Public institute research summaries and links to original publications

Institutional summaries simplify methods; findings from one study should not be generalized beyond their evidence.

Public research and campus reporting with RSS feeds

University reporting has an institutional perspective; check the linked paper for design, limitations and outside replication.

Public original reporting, interviews, explainers and RSS

Reporting is a synthesis and discovery path; scientific claims should remain linked to the original study or researcher.

Public RSS and article pages.

Preprints are not peer-reviewed journal articles. This feed is the cell-biology subject slice, not every bioRxiv paper. Dates in the feed are days.

Public RSS and article pages.

Not peer-reviewed clinical guidance. This feed is the epidemiology slice. A preprint is not a treatment recommendation.

Public RSS. Some full texts are not open.

The RSS mixes research, news, and corrections. A Nature comment is not a replicated result.

Public RSS and posts.

A report of an allegation is not itself a finding of fraud. Weekend roundups bundle several cases.

Public RSS and articles.

A news explanation is not the underlying paper. Some pieces are reviews of books.

Public RSS. Some articles may be metered.

Items are in French. The feed also includes environment and health-desk stories. A newspaper account is not the study.

Public RSS. Some articles may be metered.

The science RSS includes podcasts, environment, and US news. A news report is not the underlying study.

Public research papers and product information; tool use has separate access terms

Developer results have a commercial standpoint. A checked proof establishes a formal statement under its assumptions, not that the statement captures every real-world requirement.

Public documentation, source code and mathematical libraries

A valid formal proof does not independently establish that the chosen specification represents a user's intended problem or a complete real-world safety requirement.

Public data catalog, APIs, methods and applications; some downloads require Earthdata Login

Remote observations need geographic and temporal interpretation; proximity alone cannot establish a facility's impact.

Public report chapters and charts; dataset access and licenses vary

Forecasts depend on assumptions; total data-centre use is not synonymous with AI use.

Public reports, methods and data-centre energy resources

Model estimates and national scenarios cannot substitute for site-specific measurements.

Public announcements, technical explanations and developer links

Vendor benchmarks and partner announcements have commercial stakes and depend on hardware, software and workload choices.

Public engineering reports, incident accounts, product announcements and RSS

Provider measurements reflect its own network and customers; a product announcement does not establish universal performance.

Public RSS and article pages.

Includes sponsored technology posts. An IEEE magazine article is not an IEEE standard.

Public reports and linked aggregate datasets

Claude traffic is a selected population; task labels do not measure jobs lost, productivity or the entire economy.

Public reports, methods and interactive charts

Exposure models estimate task susceptibility; they do not count actual layoffs or predict individual careers.

Public essays and RSS from Ethan Mollick with links to demonstrations and research

Demonstrations and personal experience are not controlled estimates; follow cited studies for methods and limits.

Public labor statistics, methodology, data tools and release schedules

Official aggregates do not identify AI as the cause of a change; sampling, revisions and definitions matter.

Public paper abstracts and research summaries; full-paper access varies

Working papers are not final consensus and may not be peer reviewed; examine identification and uncertainty.

Public agreement materials, industry research and member communications

The union represents its members; contractual text, interpretation and enforcement are distinct.

Public product announcements, disclosures and investor materials

Product availability, customer activity and financial benefit are different claims. Commercial announcements do not demonstrate investor outperformance or suitability.

Public member statements, agreement summaries and AI resources

The union represents its members; agreement scope and enforcement cannot be inferred from a headline.

Public exhibition records, artist statements and research documents

An exhibition demonstrates a practice and proposition, not population-level adoption; artwork rights are separate.

Public exhibition and festival records

Curatorial selection is a perspective; this page was verified through its search index because direct retrieval returned 403.

Public license texts, policy positions, research and blog RSS

A license has a specific scope; the organization's views do not settle every copyright or cultural-consent dispute.

Public exhibitions, editorial material and digital preservation projects

Curatorial selection is a perspective, and access to an artwork does not grant rights to copy it.

Public project records, community programs and links to creative coding tools

Program accounts describe particular communities; software availability alone does not demonstrate equitable access.

Public author accounts, policy positions and rights guidance with RSS

The organization advocates for its members; legal arguments should be distinguished from judgments and enacted law.

Public RSS and articles.

Opinion and news sit in the same feed. A protest report is not a museum's account.

Publisher website. Automated access may require payment or permission; availability varies by request.

Prize and appointment news is not criticism of the work. The feed is a news slice. A public source reference does not establish free automated access to its articles.

Public essays, comics, interviews and transcripts; check each work's reuse terms

Situated testimony has authors and stakes; it is neither a representative prevalence estimate nor an adjudicated finding.

Public publications and linked community-produced datasets and code

Individual datasets cover particular languages and tasks; they cannot represent Africa or all speakers as a whole.

Public reports, questionnaires and methodology; check dataset access separately

Attitudes depend on population, wording and field dates; opinion is not a measure of technical capability.

Public episode pages, audio, transcripts and an RSS feed; access varies by post

Interview statements belong to their speakers; an appearance does not establish expertise on every topic.

Public episode pages, podcast RSS and available transcripts

A long interview supplies context, not independent verification; separate a host's framing from a guest's claim.

Public episode pages and publisher RSS with links to listening platforms

Host and guest investments and advocacy can shape selections; speculative forecasts remain distinct from observed results.

Public show pages and links to published episodes

The hosts' business and political interests provide context; commentary is not a representative account of affected people.

Public research, essays and accounts from the institute's projects

A project's participants and setting define its scope; advocacy and situated research need clear attribution.

Public research, advocacy, creative projects and community programs

Organizational advocacy and participant accounts have a standpoint; inspect the evidence for each claim.

Public RSS and articles.

A reported argument about a robot tax is not enacted law. Coverage is selective.

Public essays and release material

A founder's plan describes intended mechanisms and commercial interests, not proof that a system is delivered or produces the proposed benefits.

Public annual reports, charts and underlying source references

Many figures originate elsewhere; follow citations to the original study and avoid counting repeated figures as independent evidence.

Public implementation updates and links to legislative text

An announcement, enacted rule, applicable obligation and enforced outcome are different evidence states.

Public framework documents, profiles and development records

Guidance is not certification; a published framework does not demonstrate that any organization follows it.

Public policy navigator and data tools; underlying datasets have their own conditions

Coverage and reporting vary; a policy inventory is not an evaluation of real-world effectiveness.

Public methods, code, knowledge base and linked open datasets

Participants are self-selected; agreement is not truth, and clustering is not representative polling.

Public research, policy analysis and institutional statements

Policy recommendations involve normative choices; inspect each report's methods, evidence and funding context.

Public reports, public-engagement research and policy analysis

Public engagement is shaped by its recruitment and methods; institutional recommendations are not enacted rules.

Public case materials, technical analysis, advocacy and RSS updates

EFF is an advocacy participant; distinguish its account of a dispute from a court's decision and underlying evidence.

Public research, practice guidance and project materials

Participation and consensus documents do not demonstrate implementation or represent every affected community.

Public research and evaluation explanations with linked artifacts

Disclosed evaluations cover selected systems and threat models; missing public results are not a safety finding.

Public conference programs and links to papers and proceedings

Acceptance at a conference does not settle a contested claim; methods, populations and normative assumptions vary.

Public AI reports, inquiry notices and submitted comments

A report, registration decision, proposed rule and court judgment have different force and scope.

Public RSS and policy pages.

A proposal or event listing is not a law in force. Commission pages describe the Commission's position.