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Mudassir Marwat

Founder & CEO of Cognilium AI. I help companies ship production AI: multi-agent systems, RAG, and GraphRAG that run, not demos.

Location United States Joined Joined on  Email address cognilium@gmail.com Personal website https://cognilium.ai/ github website twitter website

Education

BS Computer Science

Work

Founder & CEO at Cognilium AI

Claude Fable 5 Is Back Online: What Anthropic Changed, and the Jailbreak-Severity Framework Underneath
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Claude Fable 5 Is Back Online: What Anthropic Changed, and the Jailbreak-Severity Framework Underneath

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7 min read
Do You Actually Need a Knowledge Graph?
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Do You Actually Need a Knowledge Graph?

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8 min read
Keeping a Knowledge Graph Fresh Without Rebuilding It
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Keeping a Knowledge Graph Fresh Without Rebuilding It

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9 min read
How We Score a Knowledge Graph Before We Trust It
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How We Score a Knowledge Graph Before We Trust It

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7 min read
The Edge That Shouldn't Exist: Detecting Wrong Relationships in a Knowledge Graph
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The Edge That Shouldn't Exist: Detecting Wrong Relationships in a Knowledge Graph

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8 min read
Why AI Agents Join Data That Should Never Connect (And How to Stop It)
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Why AI Agents Join Data That Should Never Connect (And How to Stop It)

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6 min read
GraphRAG vs Flat-Vector RAG: Why 2026 Is the Year Graph Retrieval Graduates to Default
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GraphRAG vs Flat-Vector RAG: Why 2026 Is the Year Graph Retrieval Graduates to Default

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4 min read
Anthropic just shipped two new Claude models. The interesting one isn’t generally available.
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Anthropic just shipped two new Claude models. The interesting one isn’t generally available.

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6 min read
AI-Enabled Capacity Planning in HR: Architecture Patterns That Scale
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AI-Enabled Capacity Planning in HR: Architecture Patterns That Scale

#ai #hrtech #automation #architecture
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4 min read
How LLMs Really Think: The Guess Refine Framework
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How LLMs Really Think: The Guess Refine Framework

#webdev #programming #ai #javascript
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3 min read
Building the Ultimate HR AI Playbook
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Building the Ultimate HR AI Playbook

#webdev #programming #ai #productivity
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4 min read
Designing AI Interviews for Candidate Comfort
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Designing AI Interviews for Candidate Comfort

#agentaichallenge #webdev #ai #productivity
1
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4 min read
Time ROI of AI Hiring: The 105-Hour Breakthrough Nobody's Talking About
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Time ROI of AI Hiring: The 105-Hour Breakthrough Nobody's Talking About

#ai #recruitment #productivity #roi
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5 min read
Economics of AI in Candidate Screening
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Economics of AI in Candidate Screening

#mcp #rag #llm #webdev
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2 min read
Measuring ROI in AI-Driven Hiring
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Measuring ROI in AI-Driven Hiring

#webdev #programming #ai #javascript
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7 min read
24-Hour AI Voice Hiring Pipeline: When AI Becomes Your Best First-Round Interviewer
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24-Hour AI Voice Hiring Pipeline: When AI Becomes Your Best First-Round Interviewer

#airecruitment #voicetech #llmorchestration #voiceai
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6 min read
Building Adaptive AI Voice Systems
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Building Adaptive AI Voice Systems

#webdev #programming #ai #devops
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1 min read
Designing a Voice AI Recruiter
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Designing a Voice AI Recruiter

#webdev #ai #productivity #machinelearning
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2 min read
Time Efficiency in AI Hiring
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Time Efficiency in AI Hiring

#webdev #programming #ai #javascript
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2 min read
Removing Bottlenecks with AI
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Removing Bottlenecks with AI

#aiag #webdev #programming #ai
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3 min read
Orchestrating AI for High-Volume Recruitment
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Orchestrating AI for High-Volume Recruitment

#webdev #ai #javascript #automation
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2 min read
From Hours to Minutes
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From Hours to Minutes

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2 min read
Designing Transparent AI in HR: Why Evidence-Driven Systems Win
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Designing Transparent AI in HR: Why Evidence-Driven Systems Win

#mcp #agentaichallenge #webdev #programming
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2 min read
Compliance-First AI in Recruitment
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Compliance-First AI in Recruitment

#agentaichallenge #webdev #javascript #ai
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3 min read
Data Provenance in AI Hiring Reports
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Data Provenance in AI Hiring Reports

#webdev #programming #javascript #ai
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2 min read
Engineering Proof-Backed Hiring Reports
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Engineering Proof-Backed Hiring Reports

#webdev #javascript #ai #programming
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2 min read
AI in Recruiting: Addressing Adoption & Trust Objections
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AI in Recruiting: Addressing Adoption & Trust Objections

#webdev #agentaichallenge #hiringtech #llm
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3 min read
AI + HR |Editor’s Picks|
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AI + HR |Editor’s Picks|

#discuss #ai #opensource #api
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3 min read
Measuring ROI of AI Voice Screening: Metrics That Matter
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Measuring ROI of AI Voice Screening: Metrics That Matter

#agentaichallenge #hiring #ai #whoishiring
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3 min read
Multi-Agent Orchestration for HR Tech: Patterns & Pitfalls
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Multi-Agent Orchestration for HR Tech: Patterns & Pitfalls

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2 min read
Building an Agentic AI Interviewer: Orchestration, Latency, Results
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Building an Agentic AI Interviewer: Orchestration, Latency, Results

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3 min read
Cognilium AI Achieves Top 5 Ranking Among 2 Million Startups on F6S
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Cognilium AI Achieves Top 5 Ranking Among 2 Million Startups on F6S

#ai #startup #technews #cogniliumai
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1 min read
Mastering Query Answering with RAG: Overcoming Key Challenges in Large-Scale Meeting Data
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Mastering Query Answering with RAG: Overcoming Key Challenges in Large-Scale Meeting Data

#ai #python #learning #datascience
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5 min read
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