Publication

The Applied AI Razor

@deepsense-ai

articles: 13
total claps: 8
top claps: 5
avg read: 3.1 min
active: 2026-03-25 → 2026-07-10

Wiki topics

AI · AI · General · 7 AGT · AI Agents · 7 LLM · Large Language Models · 6 🏛️ · Architecture · 5 EDU · Education & Learning · 5 ML · Machine Learning · 5 GEN · Genomics & Sequencing · 3 🔬 · Science · General · 3

Top tags

#artificial-intelligence ·6 #machine-learning ·4 #software-architecture ·4 #agentic-ai ·4 #model-context-protocol ·3 #openai ·3 #enterprise-ai ·3 #healthcare-ai ·3 #large-language-models ·2 #ai-in-healthcare ·2

AI HUM

DE deepsense.ai · The Applied AI Razor

OpenAI Agents SDK: What Changes After the New Release (Early Access Insights)

Persisting and resuming agent workflows while keeping execution auditable remains a challenge. OpenAI’s new SDK addresses this at the…

Apr 22, 2026 · 3 min read · 5 claps #openai #ai-agent-development #software-engineering

OpenAI Agents SDK: What Changes After the New Release (Early Access Insights)

AI HUM SCI

DE deepsense.ai · The Applied AI Razor

Why Consistency Matters More Than Average AI Accuracy

Average AI performance can be misleading. A model that’s brilliant once but unreliable the next time may never be ready for real business…

Jun 26, 2026 · 3 min read · 2 claps #artificial-intelligence #large-language-models #machine-learning

Why Consistency Matters More Than Average AI Accuracy

ART HUM AI

DE deepsense.ai · The Applied AI Razor

After LLMs: why World Models are becoming the next AI architecture?

The AI landscape is entering a new architectural phase. After years of optimizing Large Language Models through scale and next-token…

Mar 25, 2026 · 3 min read · 1 claps #software-architecture #ai-research #deep-learning

After LLMs: why World Models are becoming the next AI architecture?

AI ART

DE deepsense.ai · The Applied AI Razor

Why MCP deployments break in healthcare (and what actually works in production)

Most organizations treat MCP as a simple API integration. In regulated environments like healthcare, that assumption breaks quickly.

Apr 01, 2026 · 6 min read · 0 claps #ai-in-healthcare #model-context-protocol #anthropic-claude

Why MCP deployments break in healthcare (and what actually works in production)

AI ART

DE deepsense.ai · The Applied AI Razor

Why Voice AI Still Feels Slow (OpenAI GPT vs Google Gemini Explained)

Most enterprise voice AI feels unnatural for a simple reason: the architecture was never designed for human conversational timing.

Apr 17, 2026 · 3 min read · 0 claps #voice-ai #openai #gemini

Why Voice AI Still Feels Slow (OpenAI GPT vs Google Gemini Explained)

DE deepsense.ai · The Applied AI Razor

When Code Gets Cheaper, Judgment Gets More Expensive

Faster Code, Slower Validation: Where Enterprise AI Systems Actually Break

May 06, 2026 · 5 min read · 0 claps #artificial-intelligence #software-engineering #enterprise-ai

When Code Gets Cheaper, Judgment Gets More Expensive

MED GEN

DE deepsense.ai · The Applied AI Razor

5 Things That Break Medical AI in Practice (Including 30% Wrong X-Rays)

You filter for chest X-rays, build a dataset, train a model — and only later realize that 20–30% of your data isn’t chest at all.

Apr 08, 2026 · 3 min read · 0 claps #medical-ai #healthcare-ai #medical-imaging

5 Things That Break Medical AI in Practice (Including 30% Wrong X-Rays)

AI ART BIO SCI

DE deepsense.ai · The Applied AI Razor

5 Lessons From Building MCPs for Regulated Industries

Building MCPs for healthcare and life sciences requires more than API integration. Compliance, auditability, and security shape the…

Jun 05, 2026 · 3 min read · 0 claps #model-context-protocol #data-security #software-architecture

5 Lessons From Building MCPs for Regulated Industries

AI GEN

DE deepsense.ai · The Applied AI Razor

4 Things Enterprise Teams Learn After Deploying AI Voice Agents

Low latency, deterministic behavior, and evaluation strategy matter more than most teams expect in enterprise AI assistants.

May 22, 2026 · 3 min read · 0 claps #artificial-intelligence #enterprise-ai #voice-ai

4 Things Enterprise Teams Learn After Deploying AI Voice Agents

AI MED HUM

DE deepsense.ai · The Applied AI Razor

How AI Helps Physicians Navigate 3,000 Medical Papers

Reviewing thousands of medical papers is slow and difficult to scale. We built an AI assistant to support physicians with evidence…

May 14, 2026 · 2 min read · 0 claps #artificial-intelligence #healthcare-ai #machine-learning

How AI Helps Physicians Navigate 3,000 Medical Papers

AI ECO

DE deepsense.ai · The Applied AI Razor

MCP Beyond the Basics: 7 Production Lessons from The Missing Layer of AI

Model Context Protocol (MCP) has quickly become one of the most discussed standards in the LLM ecosystem. By defining a common way for…

Jul 03, 2026 · 3 min read · 0 claps #model-context-protocol #agentic-ai #llmops

MCP Beyond the Basics: 7 Production Lessons from The Missing Layer of AI

AI BIO MED HUM GEN SOC SCI

DE deepsense.ai · The Applied AI Razor

GxP-Compliant AI: 5 Things That Actually Matter in Production Life Sciences Systems

AI systems are already being deployed across clinical and R&D workflows, where regulatory constraints shape how they are designed and…

Apr 30, 2026 · 2 min read · 0 claps #artificial-intelligence #healthcare-ai #machine-learning

GxP-Compliant AI: 5 Things That Actually Matter in Production Life Sciences Systems

AI ART DSN

DE deepsense.ai · The Applied AI Razor

How We Helped Turn AI Agent Prototypes Into an Enterprise Platform

A technically grounded look at how we helped evolve an AI agent initiative into a scalable enterprise platform built around the OpenAI…

Jul 10, 2026 · 3 min read · 0 claps #artificial-intelligence #agentic-ai #software-architecture