AI in Design Report 2026: 6 Key Findings From 906 Designers
How designers use AI now, and what companies have not changed.Continue reading on Towards AI »
Towards AI1 min read
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The 25mg Refill: Why Language Models Cannot Handle Clinical Math
The 25mg Refill: Why Language Models Cannot Handle Clinical Math When an autonomous portal bot parses informal patient language to clear an inbox ticket, an ambiguous message becomes a five-fold …
Towards AI6 min read
Your LLM Judge is Partly Grading by Position — and a Bigger Model Doesn’t Fix It
I checked LLM-as-judge for order bias with no labels.Continue reading on Towards AI »
Towards AI1 min read
BERT: In-Depth Exploration of Architecture, Workflow, Code, and Mathematical Foundations [Updated]
Embeddings, Masked Language Model Tasks, Attention Mechanisms, and Feed-Forward Networks Explained Through Equations, Matrix…
Towards AI32 min read
Tail Rent: What Actually Happens to Your Agent’s Memory After a Week of Continuous Runtime
Tail Rent: What Actually Happens to Your Agent’s Memory After a Week of Continuous Runtime I had a coding agent running against a real backlog for the better part of four days last month. Not one …
Towards AI20 min read
From Retrieval to Governance — The Architecture Shift Replacing Naive RAG
From Retrieval to Governance — The Architecture Shift Replacing Naive RAG Stop asking “How do we retrieve more chunks?” Start asking “How do we govern and structure what the model …
Towards AI12 min read
Free Gemini Users Drop to One Model on October 9, and Plus Subscribers Lose the Pro They Paid For
Google’s new Gemini tiers leave free accounts with Flash-Lite and strip Pro from the $4.99 plan, nine days after its newest model went to…Continue reading on Towards AI »
Towards AI1 min read
GitHub Copilot Slack Task Contract: Turn Team Chat Into Safe Code Work
GitHub Copilot Slack Task Contract: Turn Team Chat Into Safe Code Work A Slack thread can contain the clue, the workaround, the rejected idea, and the person who says “ship it.” That does not …
Towards AI12 min read
AI Helped Me Build RAG. I Still Couldn’t Debug It.
What retrieval failures taught me and why I built a small Python exercise that fails on purpose.Continue reading on Towards AI »
Towards AI1 min read
Vector Search Is Not Enough: The Blueprint of GraphRAG
Vector Search Is Not Enough: The Blueprint of GraphRAG Vector search tells you what is similar; GraphRAG tells you how it is connected. Retrieval-Augmented Generation (RAG) has emerged as an …
Towards AI11 min readOne Brain, Every Touchpoint: Building Adaptive, Multi-Channel Agentforce Architectures
One Brain, Every Touchpoint: Building Adaptive, Multi-Channel Agentforce Architectures The true value of Salesforce Agentforce isn’t just launching an AI chatbot on a website — it’s channel …
Towards AI7 min read
Stop Waiting for Spark: Enabling High Concurrency Mode in Fabric Notebooks
Stop Waiting for Spark: Enabling High Concurrency Mode in Fabric Notebooks As we scale our enterprise analytics, we constantly seek ways to optimize our data engineering workflows. We build elegant …
Towards AI8 min read
Deepseek-v3 : Deepseek MOE Architecture — Part 2
This is the full series of Deepseek-V3 technical report, where i explain all the technical details in simpler words with code…Continue reading on Towards AI »
Towards AI1 min read
I Revealed the AI Authors. One Report Gained 20% More Influence.
I Revealed the AI Authors. One Report Gained 20% More Influence. The same report went from 35% to 42% of the decision. Then rearranging the evidence exposed a bigger problem. I held a report’s text …
Towards AI11 min read
Why AI Safety Needs Register Robustness
Why AI Safety Needs Register Robustness The Language Problem AI Evaluation Is Missing An AI assistant should adapt to how people speak without changing its standards for accuracy, uncertainty, or …
Towards AI9 min read
Muon: The Orthogonalized Optimizer Explained Through Equations, Intuition, Code and Results
Muon: The Orthogonalized Optimizer Explained Through Equations, Intuition, Code and Infographic From SGD, to Adam’s per-coordinate scaling, to the five Newton–Schulz steps that turn a gradient …
Towards AI18 min read
Generative AI for Recommendations: what YouTube, Netflix and Meta are Moving to, Built From Scratch
Generative AI for Recommendations: what YouTube, Netflix and Meta are Moving to, Built From Scratch A build log on real Amazon data: Semantic IDs, a small Transformer that writes the next item, and a …
Towards AI19 min read
Claude Code Caveman Eval: Two Sentences Took the Median Cut From 14.6% to 50.6%
Claude Code Caveman Eval: Two Sentences Took the Median Cut From 14.6% to 50.6% I recounted the repo’s own eval snapshots: the jump came from two added sentences, v3.1.0 still ships the core …
Towards AI1 min read
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