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CS704 Applied Agentic AI • Dr. Sarah Bennett • Spring 2027

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Total6All curriculum tasks
Open3Accepting work
Grading1Action required
Completed1Grades published
Draft1Unpublished specs
CS704Grading in ProgressOral Viva Required (15% weight)

A2: Autonomous Research Agent with Grounded SEC 10-K RAG

Students build a multi-turn agent capable of complex SEC financial document retrieval, multi-hop reasoning, and indirect prompt injection resistance.

42/ 48 submitted
Cohort Avg: 81.2 / 10032 finalised • 10 awaiting review
Rubric & Marks10 Criteria • 100 Marks
Deadline & CutoffCloses in 2 days (Grace Period)
Sandbox Execution ProfilePython 3.11 • LangGraph • gVisor Container • Egress Blocked
CS704Completed & Released

A1: Deterministic Tool Calling & Structured Schema Validation

Implement JSON-schema bounded tool invocation with error recovery loops and deterministic execution guards.

48/ 48 submitted
Cohort Avg: 86.2 / 100
Rubric & Marks6 Criteria • 100 Marks
Deadline & CutoffClosed 12 days ago
Sandbox Execution ProfilePython 3.11 • Pydantic v2 • Isolated Docker • Mock Services
CS704Open for SubmissionsOral Viva Required (20% weight)

A3: Multi-Agent Supervisor Swarm with Adversarial Negotiation

Design a hierarchical agent coordinator orchestrating specialist worker agents with contract validation.

4/ 48 submitted
Rubric & Marks8 Criteria • 100 Marks
Deadline & CutoffCloses in 23 days
Sandbox Execution ProfilePython 3.12 • Autogen / CrewAI • gVisor VM • Rate Limited Egress
CS704Open for Submissions

A4: Long-Horizon Memory & Self-Reflective Planning

Build an episodic vector memory layer with reflection passes and pruning heuristics.

0/ 48 submitted
Rubric & Marks7 Criteria • 100 Marks
Deadline & CutoffCloses in 44 days
Sandbox Execution ProfilePython 3.11 • Qdrant local • Sandboxed gVisor • 2GB RAM
CS704Open for SubmissionsOral Viva Required (25% weight)

A5: LLM Red-Teaming & Jailbreak Defense Benchmark

Evaluate defense mechanisms against automated prompt injection and privilege escalation attacks.

0/ 48 submitted
Rubric & Marks9 Criteria • 100 Marks
Deadline & CutoffCloses in 65 days
Sandbox Execution ProfilePython 3.11 • PyRIT / Garak Harness • Strict Network Quarantine
CS704Draft SpecificationOral Viva Required (30% weight)

A6: Final Capstone: Autonomous Financial Analyst System

Comprehensive end-to-end multi-modal agent deployed with production-grade monitoring and guardrails.

0/ 48 submitted
Rubric & Marks12 Criteria • 100 Marks
Deadline & CutoffDraft • Not visible to students
Sandbox Execution ProfileMulti-container orchestration • Kubernetes microVM • Monitored egress