Glemad

AI security and research company that builds reliable and auditable AI systems that understand, reason, and act on threats autonomously. Meet @OllandiAI

[David Idris @thedavididris]

Glad to see @GlemadAI among the signatories supporting Open Weights and American AI Leadership.

Open weights give researchers and builders the ability to evaluate, secure, adapt, and deploy advanced models in real operational environments. This matters for AI safety, infrastructure resilience, scientific progress, and long-term technological leadership.

We appreciate the leadership behind this campaign, including @BenHorowitz, @sundarpichai, @satyanadella, and @BradSmi.

At Glemad, we believe openness and dependable AI must advance together.
Learn more: https://t.co/f2aZgDiI1R

[Glemad @GlemadAI]

Glemad Moves to Join the Open Secure AI Alliance to Advance Verifiable AI Security.

https://t.co/UtiLwkBnDF

[Glemad @GlemadAI]

Introducing PulseADT Project VAPT: An Initiative to Secure the World's Critical Software. https://t.co/rnZpequttp

[Glemad @GlemadAI]

New Findings from Project VAPT

A few weeks ago we launched Project VAPT, an initiative powered by our frontier ADT model, API, and CLI, to help secure critical software by finding vulnerabilities faster and more thoroughly.
We gave early access to five commercial banks, four enterprise platforms, and two open-source maintainers.

What we uncovered has been sobering.
We identified a serious vulnerability in a widely used open-source library that powers millions of enterprise systems worldwide. This flaw can expose sensitive user data at scale, often without triggering standard alerts. The library is embedded in core functions like data processing and authentication across banking, healthcare, and other sectors. Because it lives deep in shared dependencies, it has stayed hidden from most conventional tools.

In the environments we tested, the issue appeared consistently and could lead to large-scale data leakage with minimal forensic traces.
We also surfaced dozens of additional issues, from misconfigured access controls to subtle logic flaws in dependency chains.
We have begun responsible disclosure. The open-source maintainers received full reports and proof-of-concepts last week. The banks and enterprises now have tailored mitigation steps and can use the PulseADT compliance bundle to generate complete, audit-ready evidence as they patch.

This early work with Project VAPT reinforces a core truth: the hardest part of security is not just stopping threats, but continuously proving and verifying that our protections actually hold.
We are expanding the initiative. If you maintain critical open-source projects and want early access, please reach out.

We will share more technical details once the coordinated disclosure window closes.

Thank you to the early participants who trusted us with their systems.
#ProjectVAPT #PulseADT

[Glemad @GlemadAI]

New Findings from Project VAPT

A few weeks ago we launched Project VAPT, an initiative powered by our frontier ADT model, API, and CLI, to help secure critical software by finding vulnerabilities faster and more thoroughly.
We gave early access to five commercial banks, four enterprise platforms, and two open-source maintainers.

What we uncovered has been sobering.
We identified a serious vulnerability in a widely used open-source library that powers millions of enterprise systems worldwide. This flaw can expose sensitive user data at scale, often without triggering standard alerts. The library is embedded in core functions like data processing and authentication across banking, healthcare, and other sectors. Because it lives deep in shared dependencies, it has stayed hidden from most conventional tools.

In the environments we tested, the issue appeared consistently and could lead to large-scale data leakage with minimal forensic traces.
We also surfaced dozens of additional issues, from misconfigured access controls to subtle logic flaws in dependency chains.
We have begun responsible disclosure. The open-source maintainers received full reports and proof-of-concepts last week. The banks and enterprises now have tailored mitigation steps and can use the PulseADT compliance bundle to generate complete, audit-ready evidence as they patch.

This early work with Project VAPT reinforces a core truth: the hardest part of security is not just stopping threats, but continuously proving and verifying that our protections actually hold.
We are expanding the initiative. If you maintain critical open-source projects and want early access, please reach out.

We will share more technical details once the coordinated disclosure window closes.

Thank you to the early participants who trusted us with their systems.
#ProjectVAPT #PulseADT

[Glemad @GlemadAI]

Application is open.

[David Idris @thedavididris]

The software running our financial systems, healthcare infrastructure, and digital services grows more complex by the day. Vulnerabilities in these critical systems pose risks that extend far beyond individual organizations.

Today we're introducing Project VAPT - powered by our newest frontier ADT model, API and CLI.
It combines deep code comprehension with systematic vulnerability detection. The result: discovery capabilities that rival the most skilled human security researchers, at a scale and speed that traditional review processes cannot match.

Project VAPT has already identified thousands of high-severity vulnerabilities across major banking platforms, enterprise SaaS, and modern development frameworks. Memory safety flaws. Injection vulnerabilities. Authentication bypasses. Logic errors. Each finding reported through coordinated disclosure channels giving affected organizations time to remediate before public discussion.

We're taking a measured approach to deployment. Project VAPT will not be generally available independently. We're testing safeguards first, beginning with ADT-5 Mimi, working closely with trusted partners under controlled conditions.

We're committing $500K in Glemad Console usage credits to partners and more than 20 organizations that maintain critical software, including open-source projects. Findings and insights will be shared with the broader security community.

This is not a problem any single organization can solve. Industry, open source, researchers, and governments all have essential roles. Project VAPT is our contribution to that collective effort.
Read full announcement.

https://t.co/gFn168KjOp

[Glemad @GlemadAI]

@elonmusk Glemad CEO @thedavididris will join you soon for Tarafab project. 🤝

[Glemad @GlemadAI]

Today we're introducing Project VAPT - powered by our newest frontier ADT model, API and CLI.
It combines vulnerability detection and discovery capabilities that rival the most skilled human security researchers, at a scale and speed. https://t.co/rnZpequttp

[Glemad @GlemadAI]

Glemad Research Fellowship.
A program for emerging talent exploring the future of security-focused AI.

https://t.co/W5ml3PwFPX

[Glemad @GlemadAI]

Introducing PulseADT.

A continuous intelligence system for securing modern infrastructure.

https://t.co/48BgyxTRrw

[Glemad @GlemadAI]

Foundations of Defensive Reasoning.

Defensive reasoning is the core discipline behind ADT.

https://t.co/pWVngRrlDt

[Glemad @GlemadAI]

A Leading Digital Bank Strengthens Risk Governance and Transaction Integrity With PulseADT.

https://t.co/RB16RLUU3r

[Glemad @GlemadAI]

ADT-4 Pro - Model Release Note.

https://t.co/SzPWjPpFhM

[Glemad @GlemadAI]

ADT-4 Pro: A Reinforced Architecture for Signal Interpretation, Drift Detection, and System-Level Reasoning

https://t.co/rOCmlIStXH

[Glemad @GlemadAI]

Glemad Pretrained Frontier Models to Protect Digital Civilization.

https://t.co/r6MOvnwO5h

[Glemad @GlemadAI]

Try PulseADT at no cost today.

[David Idris @thedavididris]

We have shipping quitely, something most security vendors claim to have but can’t show you: a live, fully auditable AI decision trail.
Every autonomous decision @PulseADT makes logged, timestamped, explained.

Not a dashboard of vanity metrics. A complete evidence bundle per decision: threat level, confidence score, response class, attack sequence analysis, blast radius, all traceable back to the model that made the call.

This is running right now in a live customer environment, processing thousands of events per hour through our ADT detection pipeline.

Why does this matter?

Because “AI-powered security” means nothing if you can’t audit what the AI actually decided and why. Regulators know it. CISOs know it. And most vendors are hoping you don’t ask.

We built auditability into the architecture from day one, not as a compliance checkbox, but because autonomous systems that can’t explain themselves shouldn’t be trusted with your infrastructure.

This is @PulseADT . Built by @GlemadAI .

If you’re evaluating autonomous security platforms and explainability is on your checklist — let’s talk.

https://t.co/YYo71u4B3T

#CyberSecurity #AI #AutonomousSecurity #PulseADT #Glemad #AIDecisions #ZeroTrust #ThreatDetection

[Glemad @GlemadAI]

Glemad African Threat Intelligence Report (GATIR) Q1 2026.

₦320B+ fraud losses
4,200 attacks/org/week
18-day detection time
$4B+ annual losses
This is the baseline.
@PulseADT:
0.8 min detection
2.1 min containment
95% autonomous response

https://t.co/q8Gjx7vsAV

[David Idris @thedavididris]

Glemad has secured a $500K private investment to expand ADT computing power.

This strengthens the core engine behind our Autonomous Defense Transformer models and the PulseADT platform that secures banks, fintechs, telecoms, and healthcare systems.

More compute. Faster training. Deeper reasoning. Stronger autonomous defense.

We build dependable intelligence to secure the world’s digital civilization. More progress soon.

https://t.co/cGBo9232rR

[Glemad @GlemadAI]

Applications are now open for the Glemad Young Researchers Fellowship.

A remote program for early-career researchers, engineers, analysts, and writers working on autonomous defense and security-focused AI. No degree required.

[David Idris @thedavididris]

We’re launching the Glemad Young Researchers Fellowship, a remote program for early-career researchers, engineers, analysts, and writers interested in autonomous defense and security-focused AI.

Fellows explore open problems in reasoning, safety, compliance, and infrastructure resilience, guided by our research team.

No degree or affiliation required. Curiosity and discipline matter most.

If you want to contribute to the future of intelligent systems that protect digital infrastructure, this is a good place to start.

Applications are now open.
https://t.co/m2CCc1itB5