BREAKING AN LLM

KIIT School of Computer Science and Engineering (New Block) Campus -25, KIIT Campus 25 Lecture Hall C-011, Bhubaneswar, 751024

GDG on Campus Kalinga Institute of Industrial Technology - Bhubaneswar, India

Stop prompting. Start dissecting.LLMs are no longer just "cool gadgets"—they are critical infrastructure with a "Black B...

Feb 28, 4:30 – 8:30 AM (UTC)

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AIBuild with AICommunity BuildingWorkshop / hands-on session

About this event

Stop prompting. Start dissecting.

LLMs are no longer just "cool gadgets"—they are critical infrastructure with a "Black Box" problem. From hallucinations to security jailbreaks, we face a reality where we don't truly know how these machines work.

Join GDG on Campus KIIT for a high-intensity workshop on Mechanistic Interpretability. We’re moving beyond the chat box to perform digital surgery on neural networks.

The Mission:

• Identify the Circuits: Find the specific paths responsible for logic vs. hallucinations.

• Visualize the Breach: See how a model decides to bypass safety constraints.

• Steer the Weights: Intervene in internal pathways to control behavior without retraining.

The Playbook:

• The Breach: Live demos of LLM mechanics and jailbreaking.

• Digital Surgery: Colab code-along to reverse-engineer attention heads.

• The Intervention: Hands-on activation steering to stop model "lying".

Organizer

  • Srija Bhattacharyya

    GDGoC Organizer