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Apple Machine Learning Researchhace 29 días

Plan or Retrieve First? A Scale Study of Tool Discovery Architectures

Tool-augmented LLM agents discover relevant APIs from large registries before planning execution, yet finite context windows prohibit injecting all tool definitions into a single prompt. The dominant approach, which we term Retrieve-then-Plan (RtP), embeds the user query and retrieves similar tools via approximate nearest-neighbor search. We study an alternative Plan-then-Retrieve (PtR) paradigm in which the LLM first generates Abstract Tool…

Apple Machine Learning Researchhace 29 días

Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents

Multimodal agents commonly generate freeform reasoning before each action. For small models, limited model capacity can result in lengthy reasoning that provides little useful guidance for action generation while incurring substantial inference cost. To address this challenge, we introduce Selection-based Structured Reasoning (SSR), a framework that reformulates reasoning as selection instead of open-ended generation. SSR represents recurring high-level reasoning as…

Apple Machine Learning Researchhace 29 días

Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio

MLX on Mac with Apple silicon lets AI researchers and developers experiment locally with the latest models and methods in a private environment. The open-source array framework leverages the unified memory architecture of Apple silicon, enabling anyone to run new inference and fine-tuning methods on their own hardware and explore other AI techniques. In a previous post , we highlighted…

OpenAI Newshace 29 días

Sullivan & Cromwell brings legal expertise into agreement review

In collaboration with OpenAI, Sullivan & Cromwell developed Agreement Analyzer, an AI tool for identifying issues in a draft agreement.

Hugging Face Bloghace 29 días

Welcome Muse Spark Open: open-weight frontier multimodal mixture-of-experts model from Meta

Hugging Face Bloghace 29 días

Welcome FLUX.3 Image Klein in Diffusers

TechCrunch AIhace 29 días

Gudea leverages AI to help organizations prevent social media crises before they erupt

Every day, conversations unfold across social media and websites around the world. A seemingly insignificant post—whether it involves AI-generated misinformation, hate speech, or a damaging…

The Verge AIhace 29 días

McKinsey is making job applicants spar with a fake AI client

Consulting firm McKinsey & Company is going to ask some entry-level candidates to have a 10-minute conversation with an AI simulation of a client as…

TechCrunch AIhace 29 días

Flock CEO says its microphones detect ‘just gunshots.’ Its website says different

Langley’s comments come amid mounting scrutiny of Flock from privacy advocates, including the ACLU, and members of the public who are concerned about the misuse…

The Verge AIhace 29 días

Eight states sue OpenAI, saying ChatGPT isn’t safe for kids

OpenAI is facing a new wave of lawsuits from eight US states that accuse the company of harming children and misleading customers about the safety…

The Verge AIhace 29 días

The AI race is back on

Last week, Anthropic and OpenAI looked like they had the AI race to themselves, pulling ahead with increasingly powerful models that left their rivals in…

The Verge AIhace 29 días

Now that Character.AI is going bankrupt, what happens to all of its users’ data?

New York Attorney General Letitia James revealed a years-long multi-state investigation against Character.AI as they now seek to require protections on consumer data sold through…

TechCrunch AIhace 29 días

YouTube Music launches new labels as AI-generated music floods streaming platforms

The label will appear on the player page and include songs entirely generated by AI or partially, such as involved in composition and vocals.

The Verge AIhace 29 días

YouTube sticks new labels on AI-generated songs

YouTube is adding a "Made with AI" label to tracks that were "altered or fully generated" using AI, with a similar approach to its existing…

TechCrunch AIhace 29 días

Apate sends AI agents undercover to get scammed so they can gather fraud intelligence

Most companies use AI agents to ship products faster or speed up workflows. Apate.ai sends them undercover to get scammed.

The Verge AIhace 30 días

My AI doppelganger tells me what to eat

This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're…

The Verge AIhace 30 días

OpenAI claims an ex-employee took its product plans and presented them to Apple

OpenAI claims a former employee took more than 100 files related to its product plans before joining Apple. In a document filed on Wednesday, OpenAI…

AWS Machine Learning Bloghace 30 días

Build self-improving document processing using Amazon Bedrock AgentCore

Learn how to build an agentic intelligent document processing (IDP) system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents with minimal human intervention, automatically handling new document formats without manual template configuration.

Hugging Face Bloghace 30 días

HiRO-ACEv2: Simulating extreme weather at 3 km resolution for a fraction of the cost

NVIDIA Technical Bloghace 30 días

Optimizing Agent Reliability and Tool Calling Efficiency for Chip Design Using NVIDIA NeMo Gym

AI agents offer remarkable productivity gains in complex chip design workflows, but their tendency to generate plausible yet incorrect artifacts makes...