Swarm Signal publishes independent technical analysis for people evaluating, building and operating AI systems.
Sources and evidence
We link to primary sources wherever possible, including research papers, technical documentation, benchmark reports and first-hand deployment accounts. Vendor results are identified as vendor claims. Benchmarks are reported with their scope and limitations rather than treated as universal measures of quality.
Analysis and recommendations
We distinguish research findings from our own interpretation. Our recommendations explain the assumptions they depend on, the trade-offs and what could go wrong. When the available evidence is incomplete or contested, the article says so.
Editorial responsibility
We use tools to help with research, formatting and audio production. We make the editorial decisions. Swarm Signal remains responsible for the claims, conclusions and recommendations it publishes.
Commercial independence
We may include clearly labelled affiliate links and links to products we make. Commercial relationships do not determine which topics are covered or what an article concludes.
Images and audio
Cover images are editorial illustrations, not technical evidence. If an audio edition differs from the written article, refer to the article and its linked sources.
Corrections
Material errors are corrected promptly. Where a correction changes the meaning of an article, the update is recorded on the page. To report an issue, use the contact form or email [email protected] with the article URL and the claim that needs review.