Machine Learning Research at Apple
APRIL 9, 2025
Large generative models are becoming increasingly capable and more widely deployed to power production applications, but getting these models to produce exactly what's desired can still be challenging. Fine-grained control over these models' outputs is important to meet user expectations and to mitigate potential misuses, ensuring the models' reliability and safety.
ML @ CMU
APRIL 9, 2025
Figure 1. Copilot Arena is a VSCode extension that collects human preferences of code directly from developers. As model capabilities improve, large language models (LLMs) are increasingly integrated into user environments and workflows. In particular, software developers code with LLM-powered tools in integrated development environments such as VS Code, IntelliJ, or Eclipse.
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Machine Learning Research at Apple
APRIL 9, 2025
Instruction-following is crucial for building AI agents with large language models (LLMs), as these models must adhere strictly to user-provided constraints and guidelines. However, LLMs often fail to follow even simple and clear instructions. To improve instruction-following behavior and prevent undesirable outputs, a deeper understanding of how LLMs internal states relate to these outcomes is required.
APRIL 9, 2025
Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements. The multi-LLM approach enables organizations to effectively choose the right model for each task, adapt to different domains, and optimize for specific cost, latency, or quality needs.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
KDnuggets
APRIL 9, 2025
Tired of dragging messy data through bloated tools? This handbook shows how to clean and transform datasets with Bash.
Machine Learning Research at Apple
APRIL 9, 2025
Nearest neighbour search over dense vector collections has important applications in information retrieval, retrieval augmented generation (RAG), and content ranking. Performing efficient search over large vector collections is a well studied problem with many existing approaches and open source implementations. However, most state-of-the-art systems are generally targeted towards scenarios using large servers with an abundance of memory, static vector collections that are not updatable, and nea
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
APRIL 9, 2025
Devs and non-devs can use the cloud-based, Gemini-powered platform to build, launch, iterate and monitor apps, APIs, backends and frontends.
Adrian Bridgwater for Forbes
APRIL 9, 2025
The multitasking balance may be levelling out if we embrace the new breed of artificial intelligence-enriched tools now available.
Analytics Vidhya
APRIL 9, 2025
In a significant development for the AI community, Agentica and Together AI have released an open-source AI coding model named DeepCoder-14B. Offering code generation capabilities on par with closed-source competitors like OpenAI’s o3-mini and o1, DeepCoder-14B positions itself as a formidable open-source alternative to proprietary models. Moreover, this new model ensures full transparency and developer […] The post DeepCoder-14B: The Open-Source Competition to o3-mini and o1 appeare
databricks
APRIL 9, 2025
Today, we are announcing the Data Architect learning pathway, a dedicated learning track that equips data architects with the required resources and skills for success.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
AWS Machine Learning Blog
APRIL 9, 2025
Agents are revolutionizing how businesses automate complex workflows and decision-making processes. Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multi-step tasks. Agents use the reasoning capability of foundation models (FMs) to break down user-requested tasks into multiple steps. In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge
APRIL 9, 2025
AI companies have been working on voice models for a while now, but it seems things really ramped up after OpenAI unveiled ChatGPT Voice Mode. Now, Amazon has just introduced its new "foundation" AI voice model called Nova Sonic. And it really makes Alexa sound like she's living way in the past. According to Amazon, Nova Sonic "unifies speech understanding and speech generation into a single model, to enable more human-like voice conversations in AI applications.
KDnuggets
APRIL 9, 2025
Explore how you can remotely access local LLMs.
Hacker News
APRIL 9, 2025
Fifty years after Monty Python and the Holy Grail redefined comedy, stars Michael Palin and Terry Gilliam look back on the freedoms and limitations that shaped the film.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
APRIL 9, 2025
Anthropic announced on Wednesday that its launching a new, very expensive subscription plan for its AI chatbot Claude: Max.
Hacker News
APRIL 9, 2025
The National Weather Service is no longer providing translations of its products after its contract with an artificial intelligence company was allowed to lapse.
APRIL 9, 2025
The EU has faced criticisms that its rules on everything from AI to taxation hinder innovation and make it harder for startups to operate across the region.
Hacker News
APRIL 9, 2025
Firebase Studio is an entirely web-based workspace for full-stack application development, complete with the latest generative AI from Gemini, and full-fidelity app previews, powered by cloud emulators.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
APRIL 9, 2025
Boston Dynamics is at it again, wowing us with some seriously cool robotic moves. Their latest video of Atlas, their bipedal robot, has blown up online with its mind-blowing human-like movements, including breakdancing.
Hacker News
APRIL 9, 2025
Companies have long faced external attacks from hackers. Now, thanks to generative AI, another threat has emerged: Employees who aren't who they say they are.
APRIL 9, 2025
Artificial intelligence is fundamentally transforming how organizations operate, but this transformation extends far beyond technical implementation.
Hacker News
APRIL 9, 2025
Learn how Google DeepMind and Google Cloud are helping to bring a cinema classic to larger-than-life in Las Vegas.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
APRIL 9, 2025
Microsoft said it is slowing or pausing some of its data center construction, including a $1 billion project in Ohio, the latest sign that the demand for artificial intelligence technology that drove a massive infrastructure expansion might not need quite as many powerful computers as
Hacker News
APRIL 9, 2025
Were introducing Ironwood, our seventh-generation Tensor Processing Unit (TPU) designed to power the age of generative AI inference.
APRIL 9, 2025
OpenAI said in a lawsuit that Elon Musk made a "sham" attempt to buy the company, and asked a federal district court to stop him from further attacks.
Hacker News
APRIL 9, 2025
Here's why the U.S. is behind on building high-speed rail, and what could create momentum to catch up.
Speaker: Yohan Lobo and Dennis Street
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
APRIL 9, 2025
Ironwood will be available in configurations of up to 9,216 liquid-cooled chips.
Hacker News
APRIL 9, 2025
Fast speech-to-text for Mac and Windows. Responses in as little as 450ms. Create prompts, notes, messages, and docs with just your voice.
APRIL 9, 2025
Last month, ChatGPT upgraded its AI image generator to a powerful new model which has generated a lot of buzz.
Hacker News
APRIL 9, 2025
Ongoing investigations will be dropped.
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
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