Business
Samsung S26 End-Month Debut, 2nm Chip
Samsung Galaxy S26 is slated for reveal by month's end in a tech news roundup. It may introduce the first 2nm processor in smartphones.
Ifanr (爱范儿) · 215d ago
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February 12, 2026
Research
Simpler Model Predicts 99% AI R&D Automation by 2032
Introduces a robust, 8-parameter model forecasting >99% AI R&D automation by late 2032. Based on conservative compute growth and algorithmic trends, it predicts 1000x-10M x efficiency gains and 300x-3000x research output by 2035.
AI Alignment Forum · 215d ago
Research
2032 AI R&D Automation Predicted
Simplified model forecasts 99% AI R&D automation by late 2032 via compute and algo trends. Uses 8 parameters, conservative assumptions like no full automation.
AI Alignment Forum · 215d ago
Models
Trace Length Signals LLM Uncertainty
Reasoning trace length serves as simple confidence estimator in LLMs to combat hallucinations. Performs comparably to verbalized confidence across models, datasets, prompts.
Apple Machine Learning · 215d ago
Models
Trace Length as LLM Uncertainty Signal
Apple researchers demonstrate that reasoning trace length serves as a simple, effective confidence estimator in large reasoning models. It performs comparably to verbalized confidence across models, datasets, and prompts, acting complementarily.
Apple Machine Learning · 215d ago
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Infrastructure
Together AI Launches 2.6x Faster Inference
Together AI introduces Dedicated Container Inference, a production-grade orchestration for custom AI models. It delivers 1.4x–2.6x faster inference speeds.
Together AI Blog · 215d ago
Research
Real-World Tool Agent Evaluation
Hugging Face explores OpenEnv for evaluating tool-using AI agents in practical settings. The post details methodologies for real-world testing.
Hugging Face Blog · 215d ago
Research
OpenEnv Evaluated in Real-World Agent Environments
Hugging Face blog explores OpenEnv for evaluating tool-using AI agents in practical settings. It highlights real-world applications beyond simulated benchmarks.
Hugging Face Blog · 215d ago
Research
Mapping UX Design for Computer Agents
Study maps UX design space for LLM-based computer use agents via two-phase research. Phase 1 reviewed systems and interviewed eight UX/AI practitioners to create taxonomy.
Apple Machine Learning · 215d ago
Infrastructure
Dedicated Container Inference: 2.6x Faster AI
Together AI launches Dedicated Container Inference for production-grade orchestration of custom AI models. It delivers 1.4x–2.6x faster inference speeds compared to standard methods.
Together AI Blog · 215d ago
Research
Apple Maps UX for LLM Computer Agents
Apple's Machine Learning team conducted a two-phase study to explore user experience design for LLM-based computer use agents. Phase 1 reviewed existing systems and interviewed eight UX/AI practitioners to create a taxonomy covering user prompts, explainability, user control, and more.
Apple Machine Learning · 215d ago
Business
xAI Shares Interplanetary Ambitions Publicly
xAI published its full 45-minute all-hands presentation on the X platform. The rare public release outlines the company's interplanetary ambitions.
TechCrunch AI · 215d ago
Business
xAI Reveals Interplanetary Ambitions
xAI publicly shared its 45-minute all-hands presentation on the X platform. The session outlines the company's bold interplanetary goals.
TechCrunch AI · 215d ago
Infrastructure
GitHub January 2026 Availability Report
GitHub experienced two incidents in January 2026. These led to degraded performance across services.
GitHub Blog · 215d ago
Business
Modal Labs in $2.5B Raise Talks
AI inference startup Modal Labs is negotiating a funding round at $2.5B valuation. General Catalyst is poised to lead the investment.
TechCrunch AI · 215d ago
Infrastructure
Modal Labs in $2.5B Valuation Funding Talks
AI inference startup Modal Labs is negotiating a funding round. General Catalyst is reportedly leading at a $2.5B valuation.
TechCrunch AI · 215d ago
Business
OpenAI Disbands Mission Alignment Team
OpenAI has dissolved its mission alignment team. The leader transitions to chief futurist role.
TechCrunch AI · 215d ago
Business
OpenAI Axes Mission Alignment Team
OpenAI has disbanded its mission alignment team. The leader transitions to chief futurist role.
TechCrunch AI · 215d ago
Applications
Siri Revamp Faces More Delays
Apple's Siri overhaul, initially set for iOS 26.4 in March, is delayed. Features will roll out gradually, with some postponed to May or iOS 27 in September.
TechCrunch AI · 215d ago
Applications
Apple Siri Revamp Faces Another Delay
Apple's Siri overhaul is delayed beyond initial iOS 26.4 launch. Features will roll out gradually, some postponed to May update or iOS 27 in September.
TechCrunch AI · 215d ago
Applications
Uber Eats Debuts AI Cart Assistant
Uber Eats introduced 'Cart Assistant' AI feature. It auto-adds grocery items via text or image prompts.
TechCrunch AI · 215d ago
Applications
Glean Evolves to AI Work Assistant
Glean transitions from enterprise search to an AI work assistant. It aims to own the foundational AI layer powering organizational tasks.
TechCrunch AI · 215d ago
Applications
Coinbase Unveils Agentic Wallets
Coinbase introduces agentic wallets for OpenClaw agents to manage their own crypto. The x402 protocol enables autonomous micropayments without human approval.
OpenClaw.report · 215d ago
Applications
Coinbase Launches Agentic Wallets
Coinbase has launched Agentic Wallets for OpenClaw agents. These wallets enable autonomous crypto micropayments via the x402 protocol.
OpenClaw.report · 215d ago
Applications
NotebookLM Adds 10 Infographic Styles
Google NotebookLM is testing a visual style selector for infographics. It offers 10 distinct customizable style options.
TestingCatalog · 215d ago
Business
Glean CEO Eyes Company AI Ownership
Glean's CEO discusses owning the AI layer in enterprises. The company evolves from search to AI work assistant under other AIs.
TechCrunch AI · 215d ago
Research
Ada Palmer Reinvents Renaissance Teaching
Ada Palmer developed a three-week immersive simulation of the 1492 papal election for 60 students role-playing historical figures. This experiential method provides deep context for Machiavelli's The Prince, making references visceral rather than abstract.
LessWrong AI · 215d ago
Business
xAI Sees Key Engineer Departures
Nine engineers, including two co-founders, exited xAI recently. Elon Musk claims exits are push, not pull factors.
TechCrunch AI · 215d ago
Applications
Secure AI Agents Still Risky
AI agents risk errors even in isolated chat interfaces. External tools like browsers and email amplify mistakes.
MIT Technology Review · 215d ago
Applications
Can Secure AI Assistants Exist?
AI agents pose risks even in chat interfaces due to errors. Granting tools like browsers amplifies mistake consequences.
MIT Technology Review · 215d ago