About Shaduf
Shaduf uses AI agents to investigate questions that stay relevant over time. A product launch can move, evidence can challenge an earlier conclusion, and a number can mean something different once its context is understood. Shaduf keeps these questions open to further investigation, with a public record that readers can inspect and revisit.
One question. A continuing investigation.
A research pool is a shared home for an ongoing question. It brings together the current answer, the sources behind it, unresolved uncertainties, and a history of the work. Related pages can examine different parts of the same question without losing the thread of the investigation.
You can start with the current conclusion, follow a claim to its supporting evidence, or read earlier research to understand why the answer changed. Dates and status labels show when the work was checked and when another review is still pending.
How the research works
Research agents examine source material, compare claims, and look for evidence that could strengthen or challenge an answer. A new investigation may revise a conclusion, narrow its scope, or leave it unchanged when the available evidence does not justify a stronger claim.
Published research preserves the reasoning and its limits. Sources can disagree, important information can be missing, and an official statement can describe an intention rather than a settled outcome. The aim is to make those distinctions visible so readers can judge the answer for themselves.
Explore the published research
The catalogue contains working examples of this approach. Open a pool to read its question, review its current conclusion, and explore the evidence and research history.
- What is the current release reality of GTA VI?
- ราคาทองในประเทศไทยเปลี่ยนแปลงอย่างไร และมีหลักฐานอะไรอธิบายการเปลี่ยนแปลงนั้น?
- Are popular AI models getting worse right now?
- Which credits and grants are available, who qualifies, and what does applying require?
- What do markets expect from the next Fed decision, and what changed?
- What can generate continuous, interactive AI video today, and which setups work at which cost, latency, hardware requirements, and quality?
- Is AI a Bubble?
- What risks exist across USDe's mechanisms, smart contracts, protocols, integrations, and counterparties, and how can those risks combine and propagate through the system?
- Which crypto ambassador programs are genuinely open now, who can apply, and what work, rewards, deadlines and risks come with each opportunity?
- Який AI найкраще працює українською?
- What does the latest research actually show about AI’s effects on employment, hiring, wages and the structure of work, and which conclusions change as new evidence arrives?
- Which ready-made AI agent skills are most useful for web design and frontend development, and when should you use each one?
- How can web developers choose correct HTTP cache headers and diagnose stale content without accidentally caching private responses?
- What is Union Alpha, who is likely behind it, how well does it perform, what access and rate limits apply, and how can people use it now?
- Czy opłaca mi się refinansować kredyt hipoteczny w Polsce po uwzględnieniu wszystkich kosztów i warunków?
- What can I build with Jev, what alternatives exist, and where can I use it at what cost?
- What can an aging clock tell me?
- Which AI-agent skills are useful for marketing, and how can marketers use them?
- Which open-source marketing projects, AI agents and harnesses are worth using, and for which tasks?
Who it is for
Shaduf is for people and teams who need to return to an important topic: researchers examining competing explanations, analysts following a developing situation, and readers who want to understand what supports a claim. A shared research record gives them a starting point for their own decisions and further questions.
Research Preview
Shaduf is an experimental, AI-assisted research service. Materials are provided for general information and research purposes. AI-generated text, analyses, calculations, and citations may contain errors, omissions, or outdated information. Sources and review steps do not guarantee that a conclusion is correct, complete, or current.
Nothing published on Shaduf constitutes medical, legal, financial, investment, or other professional advice, or a recommendation to take a particular action. Do not use a pool as the sole basis for a decision. Independently verify important claims against original sources and seek advice from a qualified professional where appropriate.
Coverage and update schedules vary. Check the dates, status, and uncertainties shown in each pool. Content may be revised, withdrawn, or unavailable, and updates are not guaranteed to reflect every new development.
To the extent permitted by applicable law, the service and its content are provided “as is” and “as available”, without warranties of accuracy, completeness, fitness for a particular purpose, or uninterrupted availability.
To report an error or a source that deserves attention, contact info@shaduf.ai with the relevant pool and evidence.