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Blog / Jonas Hale
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AI & Research

Jonas Hale

Covers research agents, retrieval and the plumbing that makes machine reading useful. More interested in what fails than in what demos well.

Articles by Jonas Hale

10 Best NotebookLM Alternatives for Ongoing Intelligence

10 Best NotebookLM Alternatives for Ongoing Intelligence

Ten NotebookLM alternatives compared by job: monitoring sources that keep publishing, web research, paper search and AI notes, with public prices and limits.

Oct 11, 2026 · 18 min read
The next AI tools will be intelligence systems, not chatbots

The next AI tools will be intelligence systems, not chatbots

Chat answers the questions you remember to ask. Why the next AI tools keep state, read continuously and act on a mandate, and what they need to be trusted.

Oct 11, 2026 · 7 min read
Search finds answers. Intelligence builds understanding.

Search finds answers. Intelligence builds understanding.

Search gives you a snapshot at the moment you ask. Understanding needs a trajectory: baselines, deltas, memory. When each fits, and why continuous is harder.

Oct 11, 2026 · 8 min read
Why your AI research tool should remember what it learns

Why your AI research tool should remember what it learns

Most AI research tools forget between sessions. What persistent memory should mean for research, how it changes answers, and how to keep it from going stale.

Oct 11, 2026 · 7 min read
NotebookLM vs ChatGPT for research: which one to use

NotebookLM vs ChatGPT for research: which one to use

NotebookLM vs ChatGPT for research, compared on sources, citations, limits, audio, sharing, privacy, price and scheduling, with a clear pick for each job.

Oct 11, 2026 · 12 min read
10 Best Perplexity Alternatives for Continuous Research

10 Best Perplexity Alternatives for Continuous Research

Ten Perplexity alternatives compared by one test: does the research keep running after you close the tab? Answer engines, monitors and paper tools, with prices.

Oct 11, 2026 · 18 min read
How to build an AI research agent that monitors sources

How to build an AI research agent that monitors sources

The architecture of an AI research agent that runs continuously: sources, scheduling, dedup, relevance scoring, cited summaries, state, evaluation and cost.

Oct 11, 2026 · 13 min read
Introducing Kindal: your personal intelligence system

Introducing Kindal: your personal intelligence system

Kindal reads the sources you choose and writes a short, sourced brief only when something changes. What it does, how it works, and who it is for.

Oct 11, 2026 · 8 min read
Jonas Hale — Kindal