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Analysis

Commentary and long-form takes on where AI is headed.

Analysis — page 2

Cheshire Academy uses a traffic-light system to govern AI use in class
Analysis

Cheshire Academy uses a traffic-light system to govern AI use in class

The 400-student Connecticut boarding school labels every assignment green, yellow, or red — and lets teachers pick the tools.

Jaeden Schafer5 min read
METR finds AI is accelerating cyber and math research — but not AI itself
Analysis

METR finds AI is accelerating cyber and math research — but not AI itself

A METR study documents lumpy AI-driven progress across fields, while SPADE and Hawkeye show how models are starting to bootstrap their own training.

Jaeden Schafer5 min read
Children learn language on 100M words. LLMs need 100,000x more
Analysis

Children learn language on 100M words. LLMs need 100,000x more

The data efficiency gap between toddlers and frontier models is now the defining puzzle for both cognitive science and AI research.

Jaeden Schafer5 min read
AI executives misread the public backlash as a messaging problem
Analysis

AI executives misread the public backlash as a messaging problem

More than half of Americans under 30 are more worried than excited about AI, a 24-point swing in five years. The industry's diagnosis keeps missing.

Jaeden Schafer5 min read
Pew finds 35% of post-ChatGPT web pages show signs of AI authorship
Analysis

Pew finds 35% of post-ChatGPT web pages show signs of AI authorship

A near-half-million-page Pew analysis says .com sites are 10x more likely to be AI-written than .edu or .gov domains.

Jaeden Schafer5 min read
Rumman Chowdhury: AI consciousness debate is a liability shield
Analysis

Rumman Chowdhury: AI consciousness debate is a liability shield

Op-ed argues frontier labs and effective altruists are converging on a framing that shields AI companies from product-liability suits.

Jaeden Schafer5 min read
Vivodyne bets AI can't cure cancer without human tissue data
Analysis

Vivodyne bets AI can't cure cancer without human tissue data

The Khosla-backed startup opened a robotic lab growing 20 human tissue types to feed AI models the causal biology they lack.

Jaeden Schafer5 min read
Anthropic logo
Analysis

Stanford's AI Observatory finds Anthropic filters out 48% of Claude conversations

A new independent dataset shows sensitive AI use — companionship, health, harassment — runs far higher than company reports admit.

Jaeden Schafer5 min read
Anthropic logo
Analysis

Anthropic's Dario Amodei calls AI backlash 'a crisis of trust'

Amodei pushes back on investor Gavin Baker's claim that his AI warnings have fueled US opposition to data centers and new regulation.

Jaeden Schafer5 min read
Tim O'Reilly says frontier AI labs are reading the future wrong
Analysis

Tim O'Reilly says frontier AI labs are reading the future wrong

The publisher argues open-source AI, not bigger models from OpenAI or Anthropic, will define the next wave — even as AI hollows out his book business.

Jaeden Schafer5 min read
US teens split on AI: 57% use chatbots to search, only 12% for emotional support
Analysis

US teens split on AI: 57% use chatbots to search, only 12% for emotional support

A Pew survey and student interviews show teenagers using AI heavily for schoolwork and search while pushing back on creative and emotional uses.

Jaeden Schafer5 min read
Hinton, Li, and Ng defend open AI at Ai4, split on how open
Analysis

Hinton, Li, and Ng defend open AI at Ai4, split on how open

Three of AI's most cited researchers agreed openness matters. They disagreed on open weights, China, and where regulation belongs.

Jaeden Schafer5 min read
AI model maps 766 schizophrenia genes, 641 of them new, in Nature Genetics study
Analysis

AI model maps 766 schizophrenia genes, 641 of them new, in Nature Genetics study

Researchers analyzed data from 102,000 people and six brain regions to reveal a coordinated genetic network behind the disorder.

Jaeden Schafer5 min read
AI academics confront the frontier-lab gap at Schmidt Sciences convening
Analysis

AI academics confront the frontier-lab gap at Schmidt Sciences convening

University researchers can't afford frontier GPUs or see inside Claude and ChatGPT — they're rewriting what academic AI work looks like.

Jaeden Schafer5 min read
Meta logo
Analysis

Zuckerberg publishes 6,500-word AI manifesto pitching open superintelligence

Meta's CEO lays out an infrastructure, distribution, and regulatory plan built around free access and open-weight models.

Jaeden Schafer5 min read
Meta logo
Analysis

AI slop backlash forces Meta, Google to pull generative features

Meta killed its Instagram deepfake tool after three days of public outcry, as nearly half of young Americans say generative AI does more harm than good.

Jaeden Schafer5 min read
Peer review buckles as paper volume climbs 5.6% a year and AI floods journals
Analysis

Peer review buckles as paper volume climbs 5.6% a year and AI floods journals

Editors now email 30 reviewers to land one, and AI researchers are quietly abandoning journals for blogs.

Jaeden Schafer5 min read
Eric Schmidt argues AI agents, not AlphaFold clones, will accelerate science
Analysis

Eric Schmidt argues AI agents, not AlphaFold clones, will accelerate science

The former Google CEO says the Protein Data Bank took 53 years and $21B to build — and most sciences will never get that lucky.

Jaeden Schafer5 min read
Historian Jill Lepore says tech firms are replacing the functions of the state
Analysis

Historian Jill Lepore says tech firms are replacing the functions of the state

In a new book, the Harvard historian argues Silicon Valley leaders — especially Musk and Altman — are staging a corporate takeover of democratic government.

Jaeden Schafer5 min read
AI detectors flood classrooms and newsrooms with false accusations
Analysis

AI detectors flood classrooms and newsrooms with false accusations

43% of US middle and high school teachers now use detection tools that admit they're not always accurate — and the collateral damage is stacking up.

Jaeden Schafer5 min read
ChatTJB, a chatbot that is just one guy, logs 30,000 queries
Analysis

ChatTJB, a chatbot that is just one guy, logs 30,000 queries

Tucker Bryant's ChatTJB answers prompts by hand — no LLM involved. A $6,000 San Francisco billboard pushed it past 5,000 prompts an hour at peak.

Jaeden Schafer4 min read
Browser Company CEO Josh Miller: nobody outside tech is actually using AI agents
Analysis

Browser Company CEO Josh Miller: nobody outside tech is actually using AI agents

OpenAI and Anthropic agents draw about 10 million weekly users combined — a rounding error next to ChatGPT and Gemini's billion each.

Jaeden Schafer5 min read
Anthropic logo
Analysis

Platformer writer builds Claude Fable 5 bot to replace her editor

Ella Markianos trained an AI on six years of archives and a year of team Discord. It landed 30% useful edits and one factual error every two columns.

Jaeden Schafer5 min read
OpenAI logo
Analysis

Hank Green calls his AI use 'not healthy' as chatbot dependency grows

The YouTuber's step-back highlights a middle zone of compulsive LLM use that sits between benign help and full psychiatric crisis.

Jaeden Schafer5 min read
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