Developer Example on AI Tools

Literature Review Assistant

Mon, 01 Jan 0001 00:00:00 +0000

Overview

An agent that searches, filters and summarizes scientific literature against a stated research question.

This page shows the structure a blueprint detail page uses. The problem statement and component list below are real design context; the deployment and usage sections are placeholders.

Problem addressed

Screening literature for relevance is mechanical, high-volume work, but summaries that drop the provenance of a claim are worse than useless for research.

Architecture

Component overview

  [1] Search tools
  [2] Relevance screening
  [3] Citation-preserving summarizer
  [4] Inference backend

A concrete architecture diagram will replace this sketch when the blueprint is published.

Voice Assistant Frontend

Mon, 01 Jan 0001 00:00:00 +0000

Overview

A speech interface that pairs streaming text-to-speech with a conversational model backend.

This page shows the structure a blueprint detail page uses. The problem statement and component list below are real design context; the deployment and usage sections are placeholders.

Problem addressed

Voice interfaces are judged almost entirely on responsiveness, so the naive approach — generate the full text response, then synthesise it — feels broken even when both stages are individually fast.

Accessible Content Narration

Mon, 01 Jan 0001 00:00:00 +0000

Overview

Generate spoken narration for written content as a batch process, with pronunciation overrides.

This page shows the structure a blueprint detail page uses. The problem statement and component list below are real design context; the deployment and usage sections are placeholders.

Problem addressed

Narrating a large content library is a throughput problem with a long tail of domain terms that generic synthesis mispronounces.

Architecture

Component overview

  [1] Text normalisation
  [2] Pronunciation dictionary
  [3] Batch synthesis runner
  [4] Audio store

A concrete architecture diagram will replace this sketch when the blueprint is published.

Robot Task Planner

Mon, 01 Jan 0001 00:00:00 +0000

Overview

Translate natural-language instructions into validated, bounded action sequences for a robot.

This page shows the structure a blueprint detail page uses. The problem statement and component list below are real design context; the deployment and usage sections are placeholders.

Problem addressed

Natural-language robot instruction is appealing, but a model that can emit arbitrary action sequences is a safety problem: the model must propose, and something else must decide.

Architecture

Component overview

  [1] Action schema
  [2] Feasibility validator
  [3] Human confirmation gate
  [4] Simulation harness
  [5] Inference backend

A concrete architecture diagram will replace this sketch when the blueprint is published.