Research with evidence
Connect technical explanations to the sources that support them.
TriSec OS
Fragmented cybersecurity research, connected into a living map of what is established, disputed, changing, and still unresolved.
Explore Interactive DemoWhy is indirect prompt injection dangerous in tool-using agents?
RESEARCH SYNTHESIS
The risk is what the agent can do.
Not just what it can say.
Untrusted content can cross instruction boundaries and influence tool calls. The impact depends on permissions, data access, and approval controls. [1, 2]
View evidence Related claims
THE PROBLEM01 / FRAGMENTATION
Cybersecurity knowledge is fragmented.
Plenty of information. Too little connected understanding.
Search engine
AI assistant
GitHub
Paper
Vendor blog
Notes
Back to search
Conflicting technical claimsOutdated guidanceDuplicated low-value contentLost research contextHard-to-trace source evidenceUnclear changes over time
A BETTER WAY TO RESEARCH02 / UNDERSTANDING
From scattered sources to
evidence-backed understanding.
Detect contradictions
See where sources disagree, and which assumptions explain why.
Track important changes
Understand when new evidence changes a previous conclusion.
Preserve knowledge over time
Keep technical understanding current without starting from zero.
Not another threat feed.
Not another chatbot.
Built around knowledge and evidence — not another stream to keep up with.
| What you need | Traditional search / AI assistant | Threat intelligence platform | TriSec OS |
|---|---|---|---|
| Find information | Yes | Yes | Yes |
| Cite sources | Varies | Often | Evidence-linked |
| Track contradictions | Manual | Varies | Claim-level |
| Preserve research context | Varies | Investigation-focused | Topic-centered |
| Show what changed | Manual | Threat-focused | Conclusion-focused |
| Maintain technical knowledge state | Manual | Varies | Core workflow |
| Connect learning, research, monitoring | Separate workflows | Operations-focused | One lifecycle |
Capabilities vary by product. TriSec OS column describes the demonstrated product direction, not universal or guaranteed coverage.