Lattice AI Research

Research focus

Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Architecture Design (Transformers, SSMs, MoE) (1)Interpretability & Mechanistic Interp (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Aman Sharma (1)Paras Chopra (1)Ishita Darade (1)

Papers (2)

Jun 9, 2026

Jun 9, 2026·also Lossfunk

Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages

Strong coding agents leverage metaprogramming to excel in unfamiliar languages, while weaker agents struggle without this adaptive strategy.

Aman Sharma, Sushrut Thorat, Paras Chopra

Code Generation & Program Synthesis Eval Frameworks & Benchmarks

May 21, 2026

MKSSS's Cummins College of EngineeringMay 21, 2026

Represented Is Not Computed: A Causal Test of Candidate Algorithmic Intermediates in a Transformer

Even with a clear algorithmic solution available, Transformers can represent intermediate values without actually using them in the way probes suggest, challenging the reliability of probe-based mechanistic interpretability.

Ishita Darade, Sushrut Thorat

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Reasoning & Chain-of-Thought

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Sushrut Thorat

Research focus

Frequent co-authors

Papers (2)