AI Startups Guide
A comprehensive guide to the best ai startups resources, organized by type. Curated by AI News.
Researches
[2602.15546] CEPAE: Conditional Entropy-Penalized Autoencoders for Time Series Counterfactuals
The paper introduces CEPAE, a novel approach utilizing Conditional Entropy-Penalized Autoencoders for effective counterfactual inference in time series data, demonstrating super...
[2602.16942] SourceBench: Can AI Answers Reference Quality Web Sources?
The paper introduces SourceBench, a benchmark designed to evaluate the quality of web sources cited by AI models across various query types, revealing insights for future AI and...
[2602.18029] Towards More Standardized AI Evaluation: From Models to Agents
This paper discusses the evolution of AI evaluation from static models to dynamic agents, emphasizing the need for standardized evaluation practices that foster trust and govern...
Articles
Qwen3.5 real world impact?
The Reddit discussion explores the real-world impact of Qwen3.5, focusing on its practical applications and implications in various fields.
‘Pulp Fiction’ co-writer Roger Avary says it was "impossible" to get his movies made until he started an AI production company: "Just Put AI in Front of It and All of a Sudden You’re in Production on Three Features"
Roger Avary, co-writer of 'Pulp Fiction', discusses the challenges of getting films made and how launching an AI production company has transformed his ability to produce films.
The left is missing out on AI | Transformer News
The article discusses how the political left has largely overlooked the implications of artificial intelligence, despite its societal significance, with few exceptions.
Qwen3.5 cost efficiency?
The discussion explores whether Qwen3.5 will be more cost-effective than GPT-4 class models, highlighting community opinions on AI pricing dynamics.
AI: Hard drives are already sold out for the entire year, says Western Digital
Western Digital reports that hard drives are sold out for the year, highlighting the growing demand for storage solutions driven by AI advancements.
Ask HN: Have LLM or generative AI made you more productive?
A discussion on Hacker News explores the productivity impact of LLMs and generative AI across various industries, highlighting mixed experiences from users in gaming and web dev...
Ask HN: How can I pivot from software engineering back into neuroscience?
A software engineer seeks guidance on transitioning back to neuroscience, leveraging skills in data analysis and machine learning to contribute to the field.
Show HN: Get paid to do your own ML research
A new grant initiative allows researchers to receive funding for their own machine learning projects, with flexible terms and ownership rights.
Get paid to do you own ML research (Cat's grant)
Cat's Grant offers funding for independent machine learning research, allowing researchers to retain IP rights while providing minimal oversight and flexible reporting requireme...
Zillow Has Gone Wild—for AI | WIRED
Zillow's CEO highlights AI as a transformative tool for the company amid a challenging housing market, integrating it into various aspects of their business to enhance user expe...
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