LENS
Lens · cognitive diversity platform

Unwrap your feed.

Your algorithm wraps you in more of the same. Lens keeps what’s relevant — and pulls in the angles it filtered out, each with a reason and a source.

{{err}}

Try the live demo ↓

You’re in. We’ll email you when the pilot opens.

Live demo · AI governance

Stay on topic.Find the angle you missed.

AI governance
What should we consider before releasing an AI assistant?
{{cText}}
ComfortChallenge
Your reading mix Simulated
  • {{m.label}}{{m.share}}

{{modeNote}}

  1. {{card.label}} {{card.meta}}

    {{card.title}}

    {{card.summary}}

    Original source ↗
    ↳ Why this?

    {{card.why}}

    Rank score {{card.scoreText}} {{card.formula}}
Session report: {{session}} Records what you opened — not what you understood.

Demo: four curated public sources and a simulated reading profile. Ranking is a transparent rule — score = (1 − c) × familiarity + c × gap — not a trained model.

Why it matters

Too littleperspective.Too much ofthe same.

People lean on passive feeds instead of searching for what they need. Even search is moving to WeChat, Douyin and Xiaohongshu, where it runs on discovery and social proof, not precise lookup.

62.2%

say “big data + algorithm” recommendations have trapped them in an information cocoon.

China Youth Daily & wenjuan.com survey · 1,501 respondents · July 2023

~600M

searches a day on Xiaohongshu by late 2024, about double the mid-2023 level.

Zhou Tian Finance estimate, via Tencent News · December 2024

57%

of Douyin users start a search within 30 seconds of opening the app. Over 80% of monthly users search.

Ocean Engine (ByteDance), Douyin Search Behaviour Report · 2023 data

54.4%

search most often with AI tools, and 53.3% with social platforms. Only 21.7% name traditional search engines.

2024 survey cited in YuanXun GEO, China AI Search White Paper · August 2026 · original survey not named

The feedback loop
  1. More user data
  2. Better targeting
  3. More of the same
  4. A stronger cocoon

Switching the algorithm off isn’t the answer — a generic feed is broad, noisy and irrelevant. You need a feed that stays relevant, shows its work, and lets you choose how far to stretch.

How it works

Relevant first.Broader by design.

  1. 01

    Select sources

    Keep author, date, publication and original URL for every permitted source.

  2. 02

    Group the topic

    Cluster related items and keep reported facts, author opinion and Lens labels apart.

  3. 03

    Retrieve relevantly

    Match the reader’s question, topic and goals — not a generic “opposing view”.

  4. 04

    Rerank for gaps

    Bring credible missing disciplines or stakeholders forward and cut duplication.

  5. 05

    Explain and correct

    Show why it appears, link the source, and let readers report errors or switch feeds.

The pilot

Break the loop.

A bilingual AI-governance pilot for 100 early readers. We never sell ads — we’re paid by subscribers, not by your screen time.

{{err}}

You’re in. We’ll email you when the pilot opens.