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59 threads from 88 live sources

Infra & Chips · just now

Making Turborepo 96% faster with agents, sandboxes, and humansMaking Turborepo 96% faster with agents, sandboxes, and humans

Turborepo is now 81-91% faster to compute its task graph in Vercel Blog's repositories, scaling with repo size.

On Vercel Blog's 1,000+ package monorepo, turbo run now feels instant. Time to First Task is now 11x faster.After testing the changes with some open source Turborepos and asking Vercel customers to try canary releases…

Vercel Blog Technical source
Infra & Chips · just now

360 billion tokens, 3 million customers, 6 engineers360 billion tokens, 3 million customers, 6 engineers

Impact at a glanceDurable ships new production agents to customers in a single dayAI features and agents serve ~1.1B tokens per day (360B per year)10x leverage for every engineer, product manager, and designer3-4x…

adults say they want to be their own boss, but only about 4% actually do it. Durable’s bet is that the blocker isn’t ambition.

Vercel Blog Technical source
Business · just now

Two startups at global scale without DevOpsTwo startups at global scale without DevOps

Leonardo.AI processes more than 4.5 million images every day across cities worldwide, and Relevance AI's agents run autonomously across time zones, touching Salesforce, HubSpot, Slack, and dozens of other systems…

Neither company has a dedicated DevOps team.That's not an oversight. It's an operational model.The startup ecosystem in APAC is a clear example of why this model is taking hold. AI-native startups are surging across…

Vercel Blog Technical source
Infra & Chips · 15h ago

Behind the Analysis with Google Cloud and Team USA: Architecting AI infrastructure for…Behind the Analysis with Google Cloud and Team USA: Architecting AI infrastructure for U.S. Winter Olympians

In freeskiing and snowboarding, traditional video replay shows you what happened during a complex aerial maneuver, but it fails to explain the physics of how it was possible.

At the speed of the sport, it's incredibly difficult to translate high-speed motion into actionable data—joint angles, rotational velocities, body compression. This requires tracking and analyzing a full…

Google Cloud AI Blog Technical source
Infra & Chips · 15h ago

Essential AI and cloud security now on by defaultRaising the security baseline: Essential AI and cloud security now on by default

The rapid evolution of AI is redefining industries, while also exposing organizations to new risks.

At Google Cloud, Google Cloud AI Blog believe that modern cloud defense should have AI protection built in and accessible by default, delivering native guardrails and controls that are essential to ensuring that…

Google Cloud AI Blog Technical source
Business · just now

Zero Data Retention on AI GatewayZero Data Retention on AI Gateway

Building with multiple AI models means wrestling with fragmented data policies.

With many different model providers, it's not just fragmented, it's just too much time spent on the wrong things.You have to read through different terms of service, track which providers comply with your security…

Vercel Blog Technical source
Business · just now

Meet the 2026 Vercel AI Accelerator CohortMeet the 2026 Vercel AI Accelerator Cohort

The Vercel AI Accelerator is back, and this year Vercel Blog selected 39 early-stage teams from across the US, Europe, Asia, and Latin America to build with us for six weeks.The next generation of AI startups is…

This year’s cohort spans every industry, at varying points in their journey, but they share a clear point of view on what needs to exist right now and the urgency to ship it.Teams in the program get access to Vercel…

Vercel Blog Technical source
Developer Stack · just now

How FLORA shipped a creative agent on Vercel's AI stackHow FLORA shipped a creative agent on Vercel's AI stack

FLORA on Vercel2x faster to production with their generation systemZero infrastructure debates after migration50+ image models orchestratedA seasonal fashion launch is a story, not a single frame.Crafting that story…

The same pose, with different lighting and angles. The same set, with a background that shifts from glossy to gritty.FLORA was built to make that kind of visual iteration available to anyone through a digital canvas.…

Vercel Blog Technical source
Business · 8h ago

AI agent credentials live in the same box as untrusted code. Two new architectures…AI agent credentials live in the same box as untrusted code. Two new architectures show where the blast radius actually stops.

Four separate RSAC 2026 keynotes arrived at the same conclusion without coordinating.

Microsoft's Vasu Jakkal told attendees that zero trust must extend to AI. Cisco's Jeetu Patel called for a shift from access control to action control, saying in an exclusive interview with VentureBeat that agents…

VentureBeat Secondary coverage
Models & Labs · 17h ago

Cloudflare made a WordPress for AI agentsCloudflare made a WordPress for AI agents

Cloudflare, the cloud provider that connects millions of sites to the internet, wants to "fix" another digital giant: WordPress.

It announced a new open-source system, called EmDash, that's supposed to address the "core problems that WordPress cannot solve" - and they want to do it by allowing AI agents to take control of your website.

The Verge Tech Secondary coverage
Business · 15h ago

How SAP Concur automates expense reporting with agentic AIHow SAP Concur automates expense reporting with agentic AI

For decades, expense automation relied on a simple premise: If the machine can read the text, it can do the work.

But anyone who has ever tried to scan a crumpled, smudged, or sun-bleached receipt from their pocket knows that reading isn't enough. When key data is missing, such as a city name or a clear date, the machine halts…

Google Cloud AI Blog Technical source
Models & Labs · 5h ago

Anthropic launches Claude Managed Agents — composable APIs for shipping production AI…Anthropic launches Claude Managed Agents — composable APIs for shipping production AI agents 10x faster. Notion, Rakuten, Asana, and Sentry already in production.

You just define the agent logic.

You just define the agent logic. Key details: • 10-point task success improvement vs standard prompting • $0.08/session-hour runtime (idle time free) • Multi-agent coordination in research preview • Notion, Rakuten,…

Reddit Artificial Community source
Infra & Chips · just now

Chat SDK brings agents to your usersChat SDK brings agents to your users

In early January, Vercel Blog gave the entire company a challenge: figure out how to multiply your output.People created agents.

Mostly chat bots, but dedicated ones, purpose-built for real workflow augmentation: the agents were doing things automatically that would otherwise be tedious and time consuming.Initially people built individual…

Vercel Blog Technical source
Research · 12h ago

Deepmind CEO Hassabis says AGI will hit like ten industrial revolutions compressed into a…Deepmind CEO Hassabis says AGI will hit like ten industrial revolutions compressed into a single decade

Deepmind CEO Demis Hassabis thinks AGI could arrive within five years and compares its impact to ten times the industrial revolution, unfolding in a tenth of the time.

Yet he warns that AI is overhyped right now and still vastly underestimated over the next decade. The article Deepmind CEO Hassabis says AGI will hit like ten industrial revolutions compressed into a single decade…

The Decoder Technical source
Incidents · 17h ago

Some Claude.ai share links were inaccessibleSome Claude.ai share links were inaccessible

Apr 10 , 14:00 UTC Resolved - Between April 2 and April 10, some users who were not signed in to Claude.ai (web, mobile, desktop) were not able to access some Claude.ai sharing links.

Apr 10 , 14:00 UTC Resolved - Between April 2 and April 10, some users who were not signed in to Claude.ai (web, mobile, desktop) were not able to access some Claude.ai sharing links.

Anthropic Status Primary source
Status
Business · 14h ago

Myth and Mythos2026.15: Myth and Mythos

Anthropic CEO Dario Amodei never appeared on the TBPN podcast; now that it has been acquired by OpenAI , he probably never will Welcome back to This Week in Stratechery!

As a reminder, each week, every Friday, Stratechery’re sending out this overview of content in the Stratechery bundle; highlighted links are free for everyone . Additionally, you have complete control over what…

Stratechery Secondary coverage
Research · 19h ago

OpenAI tells investors its infrastructure gives it an edge over AnthropicOpenAI tells investors its infrastructure gives it an edge over Anthropic

OpenAI is pitching investors on the idea that its early infrastructure buildout gives it a decisive advantage over Anthropic.

Meanwhile, the company is pausing its UK data center project, and Anthropic is exploring custom AI chips. The article OpenAI tells investors its infrastructure gives it an edge over Anthropic appeared first on The…

The Decoder Technical source
Incidents · 7h ago

Email login downEmail login down

Apr 11 , 00:00 UTC Resolved - Email login was broken between approximately 3:46 PM and 4:52 PM PDT on April 10, 2026.

Apr 11 , 00:00 UTC Resolved - Email login was broken between approximately 3:46 PM and 4:52 PM PDT on April 10, 2026.

Anthropic Status Primary source
Status
Infra & Chips · just now

new.website joins forces with v0new.website joins forces with v0

v0 and new.website have joined forces to accelerate Vercel Blog's vision of helping anyone ship complete, production-ready software with AI.new.website was founded to make it effortless to create beautiful websites…

They’re joining the v0 team to help shape Vercel Blog's built-in tools and integrations. Why new.websiteThe team at new.website built thoughtful primitives that exposed configuration for critical website features…

Vercel Blog Technical source
Infra & Chips · just now

SERHANT.'s playbook for rapid AI iterationSERHANT.'s playbook for rapid AI iteration

Impact at a glance Started with Next.js on Vercel, which made it easier to expand to a React Native iOS app without rebuilding their backendEngineers focus on AI design and iteration instead of platform…

as VP of Engineering in February 2024, S.MPLE was already showing promise. 200 real estate agents were piloting the AI product, which was designed to save time by automating cumbersome and repetitive daily tasks, like…

Vercel Blog Technical source
Models & Labs · 13h ago

The Iranian Lego AI video creators credit their virality to ‘heart’The Iranian Lego AI video creators credit their virality to ‘heart’

Donald Trump has spun the recent rescue of a downed airman whose fighter jet was destroyed behind Iranian borders as a resounding success.

But the story is very different in one of the many viral, AI-generated Lego videos that have been produced by Iranian content creation group Explosive Media in the weeks since the US […]

The Verge Tech Secondary coverage
Research · 20h ago

LLMs crush coding and math but choke on casual questions, and that's not a…LLMs crush coding and math but choke on casual questions, and that's not a contradiction

AI models can restructure entire codebases in hours but stumble over simple everyday questions.

That's not a contradiction, and it might reveal a fundamental limit of today's language models. The article LLMs crush coding and math but choke on casual questions, and that's not a contradiction appeared first on…

The Decoder Technical source
Developer Stack · 3h ago

Does anyone know about use.aiDoes anyone know about use.ai?

So fucked up The author is that i mistook claud with some ai named use.ai and also i paid fucking ₹84 through the credit card for 7days subscription!!!!

This use.ai fucking copied the whole UI of claud..i didn’t even bother to think why the logo is white instead of orange !! Its still okay that the ₹84 spent in vain but the i afraid its not fraud and take all the…

Reddit Artificial Community source
Business · yesterday

A Generalist Multimodal Reasoning Model for Multi-domain Visual TasksOpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks

Group Relative Policy Optimization (GRPO) has emerged as the de facto Reinforcement Learning (RL) objective driving recent advancements in Multimodal Large Language Models.

However, extending this success to open-source multimodal generalist models remains heavily constrained by two primary challenges: the extreme variance in reward topologies across diverse visual tasks, and the…

arXiv · Artificial Intelligence Research source
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Research · yesterday

ACM Human-Computer Interaction Conference (CHI) 2026ACM Human-Computer Interaction Conference (CHI) 2026

Apple is presenting new research at the annual ACM (Association of Computing Machinery) CHI Conference on Human Factors in Computing Systems, which takes place in person in Barcelona, Spain, from April 13 to 17.

Apple Machine Learning is proud to again sponsor the conference, which brings together the scientific and industrial research communities focused on human-computer interaction. Below is an overview of Apple’s…

Apple Machine Learning Primary source
Infra & Chips · yesterday

Using custom GPTsUsing custom GPTs

Learn how to build and use custom GPTs to automate workflows, maintain consistent outputs, and create purpose-built AI assistants.

Learn how to build and use custom GPTs to automate workflows, maintain consistent outputs, and create purpose-built AI assistants.

OpenAI News Primary source
Research · yesterday

Robustify Expressive Body Fitting to Clothed Humans with Composable DatasetsETCH-X: Robustify Expressive Body Fitting to Clothed Humans with Composable Datasets

Human body fitting, which aligns parametric body models such as SMPL to raw 3D point clouds of clothed humans, serves as a crucial first step for downstream tasks like animation and texturing.

An effective fitting method should be both locally expressive-capturing fine details such as hands and facial features-and globally robust to handle real-world challenges, including clothing dynamics, pose variations,…

arXiv · Computer Vision Research source
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Business · yesterday

A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video GenerationAVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation

Text-to-Audio-Video (T2AV) generation is rapidly becoming a core interface for media creation, yet its evaluation remains fragmented.

Existing benchmarks largely assess audio and video in isolation or rely on coarse embedding similarity, failing to capture the fine-grained joint correctness required by realistic prompts. arXiv cs.AI introduces…

arXiv · Artificial Intelligence Research source
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Business · yesterday

Cultivating Meta-Cognitive Tool Use in Agentic Multimodal ModelsAct Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models

The advent of agentic multimodal models has empowered systems to actively interact with external environments.

However, current agents suffer from a profound meta-cognitive deficit: they struggle to arbitrate between leveraging internal knowledge and querying external utilities. Consequently, they frequently fall prey to blind…

arXiv · Artificial Intelligence Research source
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Research · yesterday

Routing Distraction in Multimodal Mixture-of-ExpertsSeeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts

Multimodal Mixture-of-Experts (MoE) models have achieved remarkable performance on vision-language tasks.

However, arXiv cs.AI identify a puzzling phenomenon termed Seeing but Not Thinking: models accurately perceive image content yet fail in subsequent reasoning, while correctly solving identical problems presented as…

arXiv · Artificial Intelligence Research source
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Research · yesterday

Reconstruct and Rig Animatable Categories with Level of DynamicsGaussiAnimate: Reconstruct and Rig Animatable Categories with Level of Dynamics

Free-form bones, that conform closely to the surface, can effectively capture non-rigid deformations, but lack a kinematic structure necessary for intuitive control.

Thus, arXiv cs.CV proposes a Scaffold-Skin Rigging System, termed "Skelebones", with three key steps: (1) Bones: compress temporally-consistent deformable Gaussians into free-form bones, approximating non-rigid…

arXiv · Computer Vision Research source
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Research · yesterday

Scalable Test-Time Training for Large-Scale 3D ReconstructionScal3R: Scalable Test-Time Training for Large-Scale 3D Reconstruction

This paper addresses the task of large-scale 3D scene reconstruction from long video sequences.

Recent feed-forward reconstruction models have shown promising results by directly regressing 3D geometry from RGB images without explicit 3D priors or geometric constraints. However, these methods often struggle to…

arXiv · Computer Vision Research source
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Research · yesterday

Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable WorldsSIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

Robotic manipulation with deformable objects represents a data-intensive regime in embodied learning, where shape, contact, and topology co-evolve in ways that far exceed the variability of rigids.

Although simulation promises relief from the cost of real-world data acquisition, prevailing sim-to-real pipelines remain rooted in rigid-body abstractions, producing mismatched geometry, fragile soft dynamics, and…

arXiv · Artificial Intelligence Research source
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Research · yesterday

Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion ModelsWhen Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Text-to-video diffusion models have enabled open-ended video synthesis, but often struggle with generating the correct number of objects specified in a prompt.

arXiv cs.CV introduces NUMINA , a training-free identify-then-guide framework for improved numerical alignment. NUMINA identifies prompt-layout inconsistencies by selecting discriminative self- and cross-attention…

arXiv · Computer Vision Research source
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Research · yesterday

A State Machine for Event-Based Egocentric 3D Human Pose EstimationE-3DPSM: A State Machine for Event-Based Egocentric 3D Human Pose Estimation

Event cameras offer multiple advantages in monocular egocentric 3D human pose estimation from head-mounted devices, such as millisecond temporal resolution, high dynamic range, and negligible motion blur.

Existing methods effectively leverage these properties, but suffer from low 3D estimation accuracy, insufficient in many applications (e.g., immersive VR/AR). This is due to the design not being fully tailored towards…

arXiv · Computer Vision Research source
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