Turn article previews
into AI research briefs

Paste any article URL. Expand searches the web, generates a cited research expansion — no API keys, no setup, no paywall bypass.

Free tier — 3 articles/month No API keys needed Works on any device
Scroll to explore

Why Expand

Free to use, compliant, and open source. No setup, no paywall bypass.

No setup required

No API keys, no config, no terminal. Paste a URL and go.

Respects paywalls

Uses only publicly visible previews. Never touches paid content.

Cited sources

Every claim backed by numbered references with links, not AI hallucination.

Multi-engine search

Searches Tavily, Exa, and Bocha for comprehensive coverage.

This is not a paywall bypass.

Expand does not access, decrypt, reproduce, or circumvent any paid content. It works only with what's publicly visible — the same preview any visitor can see. The paywall barrier remains fully intact. Generated content is AI-original and includes a "Subscribe to this author" link. Read our full legal posture on GitHub.

How it works

Five steps, fully automated. One click to start.

Paste URL

Enter any article link — Substack, blog, or news site

Fetch preview

We retrieve the publicly visible article preview

Search web

AI generates focused queries, searches the web

AI expansion

AI writes a comprehensive research brief with citations

Read & share

View the result, copy as markdown, or share the link

techblog.com/semiconductor-packaging

The Future of Semiconductor Packaging

Advanced packaging technologies like CoWoS and HBM are reshaping how chips are designed and manufactured. As AI workloads demand more memory bandwidth, the industry is racing to...

Overview: Semiconductor packaging has become a critical bottleneck in AI chip design. CoWoS capacity constraints are limiting GPU production across the industry. [1]
CoWoS (Chip-on-Wafer-on-Substrate): TSMC's dominant advanced packaging technology, essential for NVIDIA's H100 and Blackwell GPUs. Demand outpaced supply by 40% in 2025, creating a 6-month backlog. [2]
HBM (High Bandwidth Memory): SK Hynix holds 75% market share in HBM3E, with Samsung catching up. Each AI accelerator requires 6-8 HBM stacks, consuming 60% of global supply. [3]
Supply Chain: ASML's EUV machines are booked through 2027. Packaging equipment lead times have extended from 6 to 18 months due to unprecedented demand. [4]
Industry Impact: The advanced packaging market is projected to reach $98B by 2028, driven by AI and data center demand. TSMC alone plans to double CoWoS capacity. [5]
Key Players: NVIDIA consumes 50% of CoWoS capacity, followed by AMD and custom silicon from Google, Amazon, and Microsoft. Intel is developing competing Foveros technology. [6]
Technical Challenges: Thermal management becomes critical as chiplet density increases. Power delivery and signal integrity at 3nm require innovative interconnect solutions. [7]
References
[1] McKinsey & Company, "Semiconductor Packaging: The AI Bottleneck," 2026
[2] TSMC Q4 2025 Earnings Call, CoWoS Capacity Outlook
[3] SK Hynix Investor Day 2026, HBM3E Market Share Report
[4] ASML Annual Report 2025, Equipment Backlog Analysis
[5] Yole Développement, Advanced Packaging Market Forecast 2026-2028
[6] NVIDIA FY2026 Q2 Results, Capacity Allocation Briefing
[7] IEEE International Electron Devices Meeting (IEDM), 2025
1 Extract
2 Queries
3 Search
4 AI
5 Done

Simple, transparent pricing

Start free. Upgrade when you need more.

Free
$0/mo
3 articles per month
Web app access
Cited sources
7-day cache
Get started
Pro
$9.99/mo
90 articles per month
Everything in Basic
Multi-language
Export PDF / Markdown
Subscribe
Need more? One-time top-up at $0.99/article when you hit your limit.

Two ways to use Expand

Start on the web, then install the extension for one-click automation.

Recommended

Web App

Paste any article URL and get instant AI research. Works on any device — desktop, tablet, phone. No install needed.

Open Web App
Power User

Chrome Extension

Automatically detects article previews as you browse. One-click expansion without leaving the page.

Install Extension