Deep Intelligence Reports

The Overwatch Journal

Expert-curated analysis on the hardware, software, and security shifts that actually matter.

cloud-infrastructure
60

The AI-Powered Development Revolution: Cutting Through the Hype

A recent survey by GitLab provides a realistic view of how AI is being used in software development, and the results are telling

6 min readJune 25, 2026
cloud-infrastructure
80

OpenAI and Broadcom Unveil Jalapeño, a Custom Chip for AI Inference at Scale

OpenAI and Broadcom have launched the Jalapeño chip, a custom chip designed for large-scale AI inference

8 min readJune 25, 2026
artificial-intelligence
88

TSMC Begins 2nm (N2) Mass Production — Gate-All-Around Transistors Enter the Fab

TSMC has officially started mass production on its N2 (2nm) process using gate-all-around (GAA) nanosheet transistors, with Apple and NVIDIA confirmed as lead customers.

4 min readJune 25, 2026
artificial-intelligence
80

The AI Inference Revolution: Why Baseten's Latest Move Matters

Baseten's new platform for retrieval-augmented generation enables faster and more efficient AI inference, democratizing access to AI capabilities

9 min readJune 23, 2026
ai-hardware
78

Shadow AI Security Crisis: How Unauthorized AI Assistants Are Leaking Enterprise Tokens

10 popular AI tools leaking enterprise data — and the Overwatch-approved alternatives. CISOs sound the alarm on unauthorized LLM wrappers and browser extensions.

5 min readJune 23, 2026
saas
95

Your $40,000 GPU Is Overkill: Running Gemma 4 on a Decade-Old Xeon

Discover how to run Google's Gemma 4 on a 10-year-old Intel Broadwell Xeon processor. A deep dive into memory bandwidth, GGUF quantization, and why you might not need a $40,000 GPU.

5 min readJune 18, 2026
ai-hardware
94

NVIDIA's Vera Rubin Architecture is a Radical Bet on Rack-Scale AI

NVIDIA is moving beyond discrete GPUs to a fully co-designed rack architecture, effectively turning the entire datacenter into a single compute block.

5 min readMay 1, 2026
ai-hardware
95

The NPU Revolution: Why Your Next Laptop Needs a Neural Chip

Apple's M5, Qualcomm's X Elite Gen 2, and Intel's Lunar Lake are reshaping what 'AI-ready' means. Our deep-dive analysis of 2026 hardware benchmarks.

5 min readApril 30, 2026
cybersecurity
93

Iran-Backed Handala Hackers Claim Devastating Wiper Attack on Stryker

Over 200,000 systems across 79 countries reportedly wiped in a destructive attack targeting the medical technology giant.

5 min readApril 30, 2026
saas
82

SaaS Consolidation Wave: Why Enterprises Are Ditching 15-Tool Stacks for Unified XDR

Why companies are ditching 15-tool stacks for unified platforms. The data behind the shift to consolidated cybersecurity and observability.

4 min readApril 30, 2026