#Society & jobs

AIThe FCC is considering loosening rules on political robocalls that use AI voices before the midterms. Federal law currently bans most robocalls to cellphones unless the caller obtains prior consent.

AIThe FCC is considering loosening rules on political robocalls that use AI voices before the midterms. Federal law currently bans most robocalls to cellphones unless the caller obtains prior consent.

AIGeneral Medicine raised a $120M Series B led by a16z to build a consumer healthcare marketplace. The company combines patient history, clinical guidance, transparent pricing and access to care in one experience, with a catalog of over 2,900 products and services across medications, labs, imaging and specialist consultations. It is also offering the same infrastructure to health systems, payors and pharmacies.

AIZeroset, a startup building temporal memory for AI agents, has emerged from stealth with a $5.2 million pre-seed round. Gradient Ventures and Alexis Skoldberg led the round, according to a post by Gradient Ventures citing Business Insider.

AIAI Studio Authors First has launched with $10 million in backing and pledges to help writers faithfully adapt their books. The company positions its tools as a way to keep authors in control of how their work is translated to screen. The post links to a Variety report with further details.

AIUnderstanding AI's Dan Kagan-Kans examines whether multi-agent swarms could be a new scaling law after OpenAI's 10,000-agent Navier-Stokes effort. The piece cites Noam Brown saying he would not attribute 10% of the breakthrough's credit to the multi-agent approach. It also cites research suggesting swarms mainly buy speed, with a stepping-on-toes parameter between 0.5 and 0.7, while a Microsoft Research and UC Berkeley paper reports some tasks only teams could complete.

AIIn England and Wales, 60% of defendants in defended county court claims this year had no lawyer, and in the US more than nine in ten consumers sued for debt face the case without one. Australian computing academic Greg Baker used AI to challenge his employer's refusal to make his casual job permanent, and the Fair Work Commission ruled in his favor. Around 0.6% of all Claude use in May was for lawyers' tasks, and four-fifths of those queries came from people asking about their rights or what the law means.

AIa16z says it is leading doxxnet's Series A, backing a private network that lets people and their AI agents browse privately, transfer files directly, and communicate peer to peer. doxxnet runs its own global backbone, IP space, naming system and certificate authority, and users can start without an email address or phone number. The company is led by Barrett Lyon, whom a16z credits with helping pioneer DDoS defense through Prolexic.

AIa16z says it is leading Armadin's Series B, backing a team led by Kevin Mandia, Travis Lanham, Evan Peña, and David Slater. Armadin's platform uses an agentic attacker swarm to run continuous offensive testing across external assets, cloud, identity, internal networks, and applications, producing validated kill chains and proactive remediation. The first product is Armadin Red.

AIMeta's Muse personal agent has become a mass-market consumer product, with Shopify announcing a deal to let Muse check out across its shops and Amazon blocking Muse from shopping on its platform. Startup Instinct, valued at $2.5 billion in its latest round, is reportedly seeking new funding at $10 billion. Shares of Expedia, banks, brokerages and subscription media fell on fears that agents could bypass them.

AITim Dettmers argues that agents make single research projects cheap, so the ecosystem, not the paper, becomes the unit of research. He says his lab's open-source week will release two projects and four papers together, including a harness that runs frontier-scale models on local hardware. He also argues that AI job fears are overstated and that university labs can compete on creativity and cheap, valuable problems.

AIFormer Anthropic pretraining researcher Jacob Coxon resigned last week, posting that neither OpenAI nor Anthropic is acting responsibly on AI. His tweet has been viewed over 170 million times and drew coverage on CNN, CBS, and Fox News, along with comments from lawmakers and celebrities. The author argues that near-term regulation is unlikely, since the House has begun a seven-week recess and no AI legislation is expected before the new year.

AIAir Street Capital has led a $40 million Series A round in Jack & Jill, with Madrona joining and existing investors Creandum and Entrepreneurs First investing again. The company runs Jack, an AI agent that talks with job seekers about career moves and searches millions of job postings, and Jill, a recruiting agent that introduces candidates to hiring managers. Jack & Jill has arranged 25,000 interviews and plans 5,000 more each month, according to the article.

AIDwarkesh Patel hosts John Schulman, Beren Millidge and Charlie O'Neill to discuss how close AI is to recursive self-improvement. The researchers argue that bottlenecks in judgment, generalization and objective-setting may keep progress from becoming explosive, and they discuss how distillation and RL environments shape model capability.

AIInterconnects author Nathan Lambert argues that most people have few direct, tangible benefits from AI today, with daily life in family, food, transportation, and entertainment largely unchanged. He compares this to past industrial revolutions, which delivered physical goods like cheaper clothing, indoor plumbing, and household machines to ordinary people. He says AI's largest effects may take decades to reach average users, while today's AI mainly serves knowledge workers.

AIDean Ball, writing in OpenAI's new AI Futures blog and stating that his views do not represent OpenAI, argues that advanced AI could let states project force and collect revenue without relying on human soldiers, police, or taxpayers. He says this could leave the public with little or no say in the balance of power, and he frames avoiding that outcome as fundamental to human freedom.

AITim Dettmers, a professor who has used Claude Code for eight months, says more than 90% of code and text should be written by agents. He says most tasks cannot benefit from parallel agent sessions the way software engineering does. The post is a personal guide to automating one's own work, drawing on his experience beyond coding, including writing blog posts, grant proposals and meta reviews.