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NEMOTRON H MODELS (HUGGING FACE HUB)

Nvidia's ADLR team has released the weights for the hybrid mamba Nemotron models, which have strong long context performance and decent general benchmark abilities.

2025.04.16
huggingface.coTLDR AI

AUTO DEPLOY

A new way to transform PyTorch and Hugging Face models into a faster, deployable, format for fast inference.

2025.04.16
github.comGitHub repositoryTLDR AI

OPENAI'S UPDATES PREPAREDNESS FRAMEWORK

OpenAI has revised its safety strategy and introduced sharper risk categories, stronger evaluation processes, and new guidelines for managing advanced AI capabilities.

2025.04.16
links.tldrnewsletter.com7 min readTLDR AI

JACK MA ADVOCATES FOR AI TO SERVE HUMANITY, NOT DOMINATE

Jack Ma advocates for AI development focused on enhancing human life, warning against technologies that dominate. He urges global collaboration to create ethical guidelines, ensuring AI complements rather than replaces human capabilities. His call reflects broader public sentiment favoring technology that supports societal welfare.

2025.04.16
opentools.ai11 min readTLDR AI

Sponsored

SOC 2

Delve officially launched Computer Use Agents that allow founders and GRC teams to go auto-capture all screenshots for SOC 2.

2025.04.15
x.comSponsorTLDR AI

OPENAI GPT-4.1

OpenAI has launched three new models in its API: GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano. These models outperform GPT‑4o and GPT‑4o mini across the board, with major gains in coding and instruction following. They also have larger context windows—supporting up to 1 million tokens of context—and are able to better use that context with improved long-context comprehension. They feature a refreshed knowledge cutoff of June 2024.

2025.04.15
links.tldrnewsletter.com12 min readTLDR AI

HUGGING FACE ACQUIRES POLLEN ROBOTICS

Hugging Face, the center of the open source AI community, has long stated its goal is to be a decentralized DeepMind. While this isn't exactly the case, adding in an open source robotics platform via Pollen moves it closer to that goal.

2025.04.15
fortune.com4 min readTLDR AI

DOLPHINGEMMA

DeepMind has announced DolphinGemma, a large language model developed by Google that helps scientists study how dolphins communicate — and hopefully find out what they're saying, too.

2025.04.15
blog.google6 min readTLDR AI

PIXELFLOW: PIXEL-SPACE GENERATIVE MODELS WITH FLOW

Most generative models on continuous signals operate in latent space due to computational constraints. This work introduces a series of cascades that allow the generation to happen directly in pixel space. This eliminates the need for a pretrained VAE.

2025.04.15
arxiv.org30 min readTLDR AI

3B PARAMETER TOKENIZER

Scaling up image tokenizers is challenging because they tend to collapse. This work introduces GigaTok, which is a massive tokenizer with superior reconstruction performance. Decoder scaling and regularization helped with stability and overall quality.

2025.04.15
github.comGitHub repositoryTLDR AI

IMPROVED MOE WITH C3PO

C3PO introduces a new test-time optimization technique that improves accuracy in Mixture-of-Experts LLMs by re-mixing expert weights based on similar reference samples.

2025.04.15
github.comGitHub repositoryTLDR AI

VISUAL REASONING WITH LESS DATA

Using MCTS to quantify sample difficulty, ThinkLite-VL improves reasoning in VLMs with just 11k training samples and no distillation.

2025.04.15
arxiv.org16 min readTLDR AI

6 HIGHLIGHTS FROM GOOGLE CLOUD NEXT 25

Vertex AI introduces updates to video, image, speech, and music generation models, enhancing creative workflows for businesses. Google AI is enabling specialized AI agents for companies, improving productivity and security. A new Agent2Agent Protocol allows different AI agents to securely communicate across platforms.

2025.04.15
blog.google2 min readTLDR AI

Sponsored

THE BATTLE AGAINST BOTS: HOW TO PROTECT YOUR AI APP

Modern bots are smarter than ever [5]—executing JavaScript, storing cookies, rotating IPs, and even cracking CAPTCHAs with AI. As attacks grow more sophisticated, traditional detection just isn't enough.

2025.04.14
workos.comSponsorTLDR AI

AIRTABLE'S NEW AI ASSISTANT

Airtable has launched Airtable Assistant in beta alongside new capabilities that drastically change what it means to build apps in Airtable. The updates make it easier than ever for developers to build and modify apps, create automations and interfaces, and answer any business questions on enterprise data using natural language.

2025.04.14
airtable.com4 min readTLDR AI

3D OBJECT PART SEGMENTATION

HoloPart is a semantic 3D Object segmentation model that can identify and separate a single 3D object into meaningful sub-pieces.

2025.04.14
huggingface.co7 min readTLDR AI

EFFICIENT COMPRESSION FOR MOE MODELS

C-Prune is a two-stage pruning method that compresses Mixture-of-Experts models by clustering similar experts and pruning redundant clusters.

2025.04.14
arxiv.org14 min readTLDR AI

JAX RECOMMENDATION ENGINE

A great recommendation engine with metrics, implementations of embedding models, and training infrastructure.

2025.04.14
github.comGitHub repositoryTLDR AI

REASONING VLM FROM KIMI

One of the first open reasoning models for visual question answering. This small model is extremely good at grounded question answering for images, image captioning, and even some math based on image input.

2025.04.14
github.comGitHub repositoryTLDR AI

DOCUMENT RERANKING

LLM4Ranking is a new modular framework that supports both open and closed LLMs for document reranking, complete with evaluation tools and reproducible benchmarks across popular datasets.

2025.04.14
arxiv.org9 min readTLDR AI

CANVA UNVEILS VISUAL SUITE 2.0 WITH AI-POWERED PRODUCTIVITY TOOLS

Canva introduced Visual Suite 2.0 at Canva Create 2025, integrating AI-driven features like Magic Studio, Canva Sheets, and Magic Charts to streamline design workflows. The suite also includes Canva Code for website creation and an enhanced Photo Editor with AI capabilities. These tools aim to unify design, data, and development in a single platform.

2025.04.14
links.tldrnewsletter.com4 min readTLDR AI

MIRA MURATI'S STARTUP AIMS FOR $2B ROUND

Ex-OpenAI execs have joined Mira Murati's new startup, which is targeting a $2B raise despite having no product yet, banking on its star team and ambitious AI goals.

2025.04.11
techcrunch.com2 min readTLDR AI

AMAZON'S HEAVY AI INVESTMENT

Amazon CEO Andy Jassy, in their annual letter, emphasizes that massive AI investment is essential to reinvent customer experiences, with over 1,000 GenAI projects underway and growing infrastructure demands.

2025.04.11
aboutamazon.com28 min readTLDR AI

OMNICAPTIONER

OmniCaptioner is a unified visual captioning framework capable of generating detailed textual descriptions across diverse visual domains, including natural images, textual visuals, and structured graphics. It enhances visual reasoning with LLMs, improves image generation tasks, and enables efficient supervised fine-tuning with less data.

2025.04.11
alpha-innovator.github.io9 min readTLDR AI

BROWSECOMP AGENT BENCHMARK

OpenAI has released a new agent based benchmark that tests an agent's ability to locate hard-to-find information via actions in the browser. Its DeepResearch system/model gets 51%, whereas humans get around 80%.

2025.04.11
links.tldrnewsletter.com12 min readTLDR AI