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Aug 26, 2026Inside IBM Granite 4.2: Building an Orchestrate-Ready Reasoning App
A sample application built by IBM Bob to demonstrate reasoning and implementing plug-and-play tool...
Aug 26, 202617 min read0 reactions0 comments
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Aug 7, 2026Why Superior Granite Is the Best Choice for Granite and Quartz Countertops
Choosing the right countertop is an important part of any kitchen or bathroom renovation. Superior...
Aug 7, 20261 min read0 reactions0 comments
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Jul 1, 2026The ROI of SDLC: How Bob Orchestration of LLMs Makes Financially Sense (Part 1)
Part 1: A theorical implementation of LLM selection and orchestration Introduction One...
Jul 1, 20269 min read0 reactions0 comments
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Jun 13, 2026Prompt Injection 101-The Ghost in the Machine- Engineering a Modular Showcase for Indirect Prompt Injection
An introduction to prompt injection! TL;DR-Understanding Prompt Injection In classical...
Jun 13, 202617 min read0 reactions0 comments
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Jun 13, 2026Prompt Injection 101-The Ghost in the Machine: Engineering a Modular Showcase for Indirect Prompt Injection
An introduction to prompt injection! TL;DR-Understanding Prompt Injection In classical...
Jun 13, 202617 min read0 reactions0 comments
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Apr 30, 2026Mamba vs. Transformers: Architecture Comparison
My latest studies and understandings of Mamba versus Transformers! The Core...
Apr 30, 20265 min read1 reactions0 comments
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May 7, 2026Granite Guardian 🪨
A very short introduction on Granite Guardian 🛡️ What are LLM Guardians? An...
May 7, 20264 min read0 reactions0 comments
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May 20, 2026The Best Result This Week Was a Failed Prediction — Phase-3a Doesn't Transfer
Part 3 of the quantization series. Yesterday I tested whether Part 1's drift-inversion intervention...
May 20, 20261 min read0 reactions0 comments
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May 20, 2026Two Localizers, Both Wrong: Bounding a Quantization Cost That Wouldn't Close
Part 2 of the quantization series. Spent two days and $12 hunting for the right localizer after Part...
May 20, 20261 min read0 reactions0 comments
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May 20, 2026When the Sensitivity Metric Lies: A Drift-Inversion Smoking Gun in Mixed-Precision LLM Quantization
Spent the week reproducing a quantization bug that broke a quiet assumption underneath every...
May 20, 20268 min read0 reactions0 comments
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Apr 1, 2026Granite 🪨 4.0 3B 👓 Vision: Compact Multimodal Intelligence for Enterprise Documents is out and Bob built a UI to use it!
Creating a UI for the latest Granite Vision Model (using Docling)! Introduction IBM...
Apr 1, 202612 min read3 reactions0 comments
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Mar 17, 2026Granite 🪨 4.0 1b speech model is out and it’s dynamite 🧨
A Simple implementation of “ibm-granite/granite-4.0–1b-speech”! The Granite Bedrock: An...
Mar 17, 202618 min read3 reactions0 comments