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https://liuar0512.github.io/part123_official_page/

Part-Aware 3D Reconstruction

Josh — August 12th, 2025

Exploring Part123's 2D-to-3D framework

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3D Models Segmentation

Knowledge Protocol Engineering

Josh — July 7th, 2025

Small is Beautiful, or curated, domain-specific solutions to data exhaustion

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Applied LMs
a robot remembering something in another room

Spatial and Temporal Memory

Josh — June 2nd, 2025

A step towards time-aware world models with 3DLLM

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Applied LMs
image illustrating needle in a haystack retrieval with 1M context window

Helping AI Agents Remember

Josh — May 5th, 2025

Memory is more than needles in a haystack

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Applied LMs
Diagram showing the overall architecture of the RIDGE approach

RIDGE and Visual Information Extraction

Josh — April 28th, 2025

Better visual document understanding through better synthetic data

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Diagram showing tool requirement and tool retrieval/generation flow described by ATLASS paper

Advanced Tool Selection with ATLASS

Josh — March 17th, 2025

Beyond MCP and OpenAI Agents SDK

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Diagram showing agentic behavior with three separate language models interacting. From https://arxiv.org/abs/2303.11366

Reflexion: Agents in Action

Josh — January 6th, 2025

Actor, Evaluator and Self-Reflector - Agents beyond ReAct

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Applied LMs
image comparing JSON and YAML token usage

Structured Output: YAML vs JSON

Josh — December 3rd, 2024

Does it matter?

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Applied LMs
A 3D representation of interconnected nodes of various shapes and colors

Task Orchestration Frameworks

Josh — October 7th, 2024

Or, How DSLs and Pipeline Definitions Express Design Intent

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Frameworks

Practical Windows on K8s, in Brief

Josh — June 4th, 2024

Rough edges in a real-world hybrid cluster, with Flannel

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Tips and Tricks
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