Bilal Chughtai, a former Google DeepMind research engineer who left in July 2026, publicly warned that AI could kill everyone and that time may be running out, echoing similar statements from Anthropic's Jacob Coxon and Evan Hubinger, who put the odds of AI causing human extinction within a decade above 10%. Separately, Meta CEO Mark Zuckerberg said each AI company should be responsible for its own model's safety rather than backing calls for industry-wide coordination, citing legal liability as sufficient incentive and pointing to Meta's delayed release of its Muse AI agent as proof of self-regulation.
Cactus launched Needle 3, a foundation model small enough to run as a single 8-29MB binary on phones, wearables, robots, smart home hubs and cars. Built on what the company calls a Simple Attention Network, it sacrifices general chat ability to specialize in three tasks: text embedding for local search, structured data extraction from messy text, and tool calling that maps spoken requests to app functions. The company claims it outperforms models ten times larger on mobile tool calls and matches models two to three times bigger on extraction.
Mazama Energy closed an oversubscribed $135 million Series B round led by Centaurus Capital and Doerr Capital, with Vinod Khosla among earlier backers. The funds will support horizontal drilling into super-hot rock formations in Oregon, where each well could generate up to 15 megawatts, and the company now estimates the site could ultimately yield 10 gigawatts of power, double last year's projection.
Researchers examined how cognitive resilience—an individual's capacity to maintain mental function despite brain pathology—can help forecast progression to Alzheimer's dementia. The findings, published on Nature.com, suggest that measuring resilience adds predictive value beyond standard biomarkers of disease.
Pangram, an AI-detection service, has released a new integration for Gmail that scans incoming messages and flags those it believes were written by artificial intelligence. The tool aims to help users quickly identify AI-generated 'slop' mixed in with genuine human correspondence.
Google DeepMind has created the DeepMind Institute, led by managing editor Shane Legg alongside directors Demis Hassabis and James Manyika, to host differing perspectives on artificial general intelligence from within Google and the wider research community. Its first release includes four essays addressing economic disruption from AGI, keeping AI reasoning interpretable, principles for human flourishing, and how to evaluate frontier models. Notably, Hassabis proposes a U.S.-based standards body to assess advanced AI systems, starting with voluntary reviews before release.
Anthropic released three metrics measuring AI-driven research progress, human oversight of AI agents, and internal compute allocation, publishing its methodology so other AI labs can adopt similar tracking. The move follows CEO Dario Amodei's weekend call for a coordinated industry slowdown, which drew support from leaders at OpenAI, SpaceX and Google DeepMind. One finding showed roughly 30,000 AI agents simultaneously performing research and engineering tasks on Anthropic's main internal platform.
Crock-Pot has teamed up with paint maker Valspar to release six new slow cooker colors, each paired with a corresponding house paint swatch for kitchen walls. The collaboration launches ahead of fall, traditionally slow cooker season, and is designed to let shoppers coordinate their kitchen decor directly around the appliance's color.
DoorDash announced it will now deliver from every Costco warehouse in the US starting Thursday, requiring customers to link an existing Costco membership in the app. The move follows Uber Eats' announcement a day earlier that it's expanding Costco delivery from 17 states to all 47 it serves.
Uber engineers describe a new mechanism built into shared infrastructure that makes retries 'context-aware,' allowing services to distinguish between errors originating locally versus those merely passed through from downstream dependencies. The system aims to replace uniform, blanket retry policies with conditional logic that adapts based on the severity of degradation across Uber's deep, fan-out-heavy microservice call chains.
A product commentary argues that consumer financial apps repeatedly default to building generic 'document hub' and 'notifications centre' features to satisfy internal stakeholders and legacy compliance needs. The author says these features start simple but balloon into complex, Google Drive- or Gmail-like systems requiring ongoing maintenance and security work. The piece frames refusing to build such features as one of the most important product decisions a team can make.
Snapdrop is a browser-based tool that lets people send files directly between nearby devices without creating an account or installing software. The service works via local network connections, and on Chrome it may briefly request microphone access to help detect nearby devices, though no audio is recorded or transmitted.
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