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NOUS RESEARCH'S PSYCHE NETWORK TAPS IDLE GPUS FOR AI TRAINING

Psyche is a Solana-based distributed training system that allows anyone with compatible hardware to volunteer their GPUs for AI model training. The project's first initiative, "Consilience," will create a 40B parameter model using 20T tokens. It will be the largest community-powered AI training effort conducted to date.

2025.05.16
nousresearch.com14 min readTLDR AI

BLIP3-O

BLIP3-o is a new diffusion transformer architecture that was pretrained sequentially. It achieves state-of-the-art results across multimodal benchmarks. The release includes code, weights, and a 60k instruction-tuning dataset.

2025.05.16
arxiv.org24 min readTLDR AI

A VISUAL TOOL USE FOR AI AGENTS

OpenThinkIMG allows vision-language models to actively use visual tools via dynamic inference and distributed deployment. It includes a novel reinforcement learning method, V-ToolRL, and a streamlined training pipeline to improve multi-tool reasoning with images.

2025.05.16
github.comGitHub repositoryTLDR AI

FBI WARNS OF DEEPFAKE SCAMS IMPERSONATING GOVERNMENT OFFICIALS

The FBI has issued an alert about sophisticated scammers using AI-generated voice deepfakes to impersonate senior US officials in attacks targeting government contacts. This warning follows a string of high-profile deepfake scams, including a LastPass attack using a CEO deepfake and a political robocall that impersonated President Biden last year.

2025.05.16
arstechnica.com4 min readTLDR AI

MAKING COMPLEX TEXT UNDERSTANDABLE: MINIMALLY-LOSSY TEXT SIMPLIFICATION WITH GEMINI

Developers used Gemini models to automate the evaluation and refinement of prompts for text simplification, improving readability while maintaining meaning. The system employs LLMs for readability and fidelity assessments, offering better alignment with human judgments than traditional methods. Automated iterations refine prompts, reducing manual effort, and enabling highly effective simplification strategies through an LLM feedback loop.

2025.05.16
research.google2 min readTLDR AI

TIKTOK EXPANDS MENTAL HEALTH SUPPORT

TikTok has launched in-app meditation exercises and expanded its Mental Health Education Fund to promote accessible, reliable mental health information for users worldwide.

2025.05.16
newsroom.tiktok.com2 min readTLDR AI

Sponsored

Learn how enterprises are taming the complexity of multi-agent systems with Orkes Conductor [4], the platform powering intelligent workflows with AI, APIs, and humans-in-the-loop.

2025.05.15
orkes.ioSponsorTLDR AI

ALPHAEVOLVE: DEEPMIND'S GEMINI-POWERED CODING AGENT FOR ALGORITHM DESIGN

Google DeepMind's AlphaEvolve uses Gemini models to iteratively generate and improve complete algorithm solutions, not just isolated functions. The system proposes code, tests it through automated evaluators, and builds upon successful approaches to develop increasingly effective algorithms across entire codebases. This process has yielded significant improvements across Google's infrastructure, from data center efficiency and chip design to AI training optimization. Select researchers will receive early access to the tool, but it's unclear if or when it will become widely available.

2025.05.15
deepmind.google4 min readTLDR AI

STABILITY AI TEXT-TO-AUDIO MODEL

Stability AI has open-sourced Stable Audio Open Small, a 341M parameter text-to-audio model optimized to run on Arm CPUs. It can generate 11-second audio clips on smartphones in under 8 seconds.

2025.05.15
stability.ai4 min readTLDR AI

KLARNA'S AI RETRENCHMENT AND BROADER AI APP RISK

Klarna scaling back AI bets is a signal of deeper industry issues with AI's probabilistic behavior in production. Many AI apps will likely be forced to pivot to narrow, deterministic use cases, exposing inflated AI valuations masking ordinary SaaS companies. Ongoing AI system validation will be the next critical discipline.

2025.05.15
links.tldrnewsletter.com2 min readTLDR AI

AI'S SECOND-ORDER EFFECTS

Founders should explore AI's second-order effects, like workforce reallocation and regulatory compliance, for sustainable growth. Commoditized first-order applications face competition, but opportunities lie in AI-driven societal shifts and economic realignments. Innovate with AI-native media and infrastructure to capitalize on transformative human reactions to AI disruptions.

2025.05.15
linkedin.com4 min readTLDR AI

BUILDING AGENTS FOR DAILY NEWS RECAPS WITH MCP, Q, AND TMUX

A Principal Applied Scientist at Amazon created an intelligent news aggregation system using Amazon Q CLI and Model Control Protocol (MCP) that processes multiple news feeds simultaneously through coordinated AI agents. The resulting output includes category distributions and cross-source trend analysis that identifies patterns across different publications.

2025.05.15
eugeneyan.com8 min readTLDR AI

VOID: OPEN-SOURCE AI CODE EDITOR

Built as a VS code fork, Void offers direct connections to AI models without routing data through third-party servers. It offers autocomplete, Agent Mode (allowing AI to search, create, and modify files with terminal access), Gather Mode (restricted to read-only operations), and specialized features like checkpoints for tracking AI-suggested changes.

2025.05.15
github.comGitHub repositoryTLDR AI

MCP IS A POWERFUL NEW AI CODING TECHNOLOGY: UNDERSTAND THE RISKS

Model Context Protocol (MCP), introduced by Anthropic AI, connects LLMs with tools and data, but lacks default security features, posing significant risks. Experts have warned about vulnerabilities, including prompt injections and tool tampering. Unless enhanced security measures are implemented, developers and organizations are advised to proceed cautiously, prioritize security practices, and stay informed on MCP's evolving standards.

2025.05.15
reversinglabs.com6 min readTLDR AI

CEO SATYA NADELLA SAYS UP TO 30% OF MICROSOFT'S CODE IS NOW WRITTEN BY AI

AI's rise in software engineering raises questions about programming job futures, but skilled human judgment remains essential. At LlamaCon, Microsoft's and Meta's CEOs highlighted AI's strong role in code generation, with AI producing a significant portion of their companies' code. While AI excels at automating repetitive tasks, human oversight remains crucial for complex projects and refining AI-generated code.

2025.05.15
techspot.com3 min readTLDR AI

Sponsored

AI ENGINEER WORLD'S FAIR

The world's biggest event for AI builders is in SF from June 3-5. Speakers include leaders from OpenAI, DeepMind, Anthropic, and more, click here to get 30% off your ticket [17].

2025.05.15
ti.toSponsorTLDR AI

GPT-4.1

OpenAI has released GPT-4.1 in ChatGPT - it is accessible via the “more models” dropdown for Plus, Pro, and Team users.

2025.05.15
links.tldrnewsletter.com1 min readTLDR AI

TIKTOK AI ALIVE

TikTok has launched AI Alive, a new feature that animates static images within Stories. It uses intelligent editing tools to turn photos into short-form videos with dynamic effects.

2025.05.14
newsroom.tiktok.com2 min readTLDR AI

AUDIBLE IS EXPANDING ITS AI-NARRATED AUDIOBOOK LIBRARY

Amazon's audiobook service, Audible, is partnering with publishers to expand its catalog with AI-narrated audiobooks, offering over 100 voices in English, Spanish, French, and Italian. Spotify made similar updates earlier in the year in partnership with ElevenLabs.

2025.05.14
techcrunch.com1 min readTLDR AI

CHATGPT IS USED FOR SCIENTIFIC RESEARCH IN COUNTRIES WHERE IT'S PROHIBITED

Using a classifier that detects distinctive AI word choices (like "delve") in academic papers, researchers found ChatGPT usage was higher in countries where it's prohibited by OpenAI. 22% of Chinese academic preprints included AI-generated content versus 11% from legal-access countries by August 2023, suggesting geographic restrictions can be easily circumnavigated. While ChatGPT use correlated with increased views and downloads, it showed no impact on citations or journal placements.

2025.05.14
links.tldrnewsletter.com12 min readTLDR AI

5 MAJOR PROBLEMS WITH TODAY'S CONVERSATIONAL AI INTERFACES

While chat interfaces provide an accessible medium to LLMs for first-time users, they're a design dead-end that forces users to accommodate to the model rather than the reverse. The next generation of assistants will use more adaptive UIs and proactively communicate their capabilities.

2025.05.14
substack.com4 min readTLDR AI

DUOLINGO'S PUSH TO BE AN AI-FIRST COMPANY

Duolingo announced a major shift to become an AI-first company, integrating AI tools across products and workflows. The company's new tenets include starting every task with AI, dedicating time for learning, careful experimentation, and preserving technical excellence. Leadership emphasized that while AI raises expectations, it's about working smarter, not harder.

2025.05.14
threadreaderapp.com2 min readTLDR AI

SAKANA AI UNVEILS "CONTINUOUS THOUGHT MACHINE" WITH BRAIN-INSPIRED NEURAL TIMING

Japanese AI company Sakana developed a new type of AI model that allows individual neurons to remember their previous actions and coordinate their activity based on timing patterns. While it underperforms compared to traditional models, it does allow researchers to understand how the model reasons, and similar to recent reasoning models like o3, its answers improve when given more time to “think”.

2025.05.14
sakana.ai22 min readTLDR AI

VISUAL AUTOREGRESSION WITHOUT QUANTIZATION

EAR introduces a continuous visual autoregressive generation method that avoids quantization by leveraging strictly proper scoring rules like the energy score. This enables direct generation in continuous data spaces without probabilistic modeling.

2025.05.14
github.comGitHub repositoryTLDR AI

LLAMACON HACKATHON WINNERS

Meta's first LlamaCon Hackathon hosted 238 participants who built projects using the Llama 4 suite of tools. The winners, selected from 44 submissions based on innovation and technical execution, have now been announced.

2025.05.14
ai.meta.com5 min readTLDR AI

HUGGING FACE FAST TRANSCRIPTION ENDPOINT

Hugging Face has released a new Whisper endpoint that delivers up to 8x faster transcription. The endpoint enables one-click deployment of optimized, cost-effective models for speech tasks through its Inference Endpoints.

2025.05.14
huggingface.co2 min readTLDR AI

MICROSOFT IS GETTING READY TO HOST ELON MUSK'S GROK AI MODEL

Microsoft plans to host Elon Musk's Grok AI on Azure AI Foundry despite potential tensions with OpenAI. This move signals Microsoft's intent to diversify AI partnerships and strengthen its position as a leading AI platform provider. The plans to host Grok could be announced at Microsoft's Build developer conference on May 19.

2025.05.14
theverge.com9 min readTLDR AI

Y COMBINATOR REQUESTS FOR STARTUPS SUMMER 2025

YC's Summer 2025 investment themes will focus on AI agents that replace or augment traditional roles across industries, including voice assistants, healthcare automation, personalized tutoring, and tools that enable workers to build their own custom agents.

2025.05.14
ycombinator.com5 min readTLDR AI

Sponsored

UNCHECKED AI AGENTS ARE A RISK: HOW TO SECURE ACCESS

AI agents and MCP servers are powerful—but without proper access control, they can become liabilities. When agents and services have unchecked access, data exposure and unintended actions are inevitable.

2025.05.13
workos.comSponsorTLDR AI

OPENAI STARGATE DELAY

OpenAI's $500 million Stargate data center initiative is reportedly struggling due to investor hesitancy tied to economic volatility.

2025.05.13
techcrunch.com1 min readTLDR AI

GOOGLE'S FUND FOR AI STARTUPS

Google's AI Futures Fund will invest in startups using DeepMind's AI tools and offer access to models, cloud credits, expert support, and potential direct funding.

2025.05.13
blog.google1 min readTLDR AI

GOOGLE TO JOIN AI CODING ASSISTANT RACE

Google is reportedly set to unveil an AI software development agent that assists with the complete development lifecycle at its I/O conference on May 20. The move puts Google in direct competition with Anthropic's Claude Code, OpenAI's Windsurf, and numerous startups in the increasingly crowded AI coding space. There may be potential Gemini integration with AR glasses.

2025.05.13
links.tldrnewsletter.com1 min readTLDR AI

VLM'S LANDSCAPE AND PROGRESS

Hugging Face has outlined how Vision Language Models have advanced with smaller, more capable architectures, enabling reasoning, video understanding, and multimodal agents.

2025.05.13
huggingface.co39 min readTLDR AI

AMAZON'S WAREHOUSE STOWING ROBOT SHOWS PROMISE AND LIMITATIONS

Amazon's custom stowing robot matches human performance in warehouse operations while highlighting robotics' current frontier - its specialized hardware and AI vision can successfully handle diverse items at scale, yet the 14% failure rate demonstrates why full warehouse automation remains elusive despite significant advances.

2025.05.13
arxiv.org14 min readTLDR AI

CHINA'S AI DATA CENTER BOOM FACES COLLAPSE AS DEMAND FALTERS

China's AI infrastructure boom has led to severe overcapacity, with 80% of computing resources across 500+ new data centers sitting unused. DeepSeek's R1 model fundamentally changed market dynamics by shifting demand from training-focused to inference-optimized hardware, rendering many facilities obsolete. Despite this market correction, China has continued to aggressively invest in infrastructure to compete with U.S. initiatives like the $500 billion Stargate project.

2025.05.13
technologyreview.com8 min readTLDR AI

OPENAI'S HEALTHBENCH

OpenAI's HealthBench is a benchmark developed with 262 physicians for evaluating AI models on realistic medical conversations.

2025.05.13
links.tldrnewsletter.com12 min readTLDR AI