Machine Learning Research
Inferring Customer Preferences: LLMs boost shopping recommendations by decoding what users want
Large language models can improve systems that recommend items to purchase by inferring customer preferences.
Large Language Models (LLMs)
Machine Learning Research
OpenAI Launches Cost-Effective Alternatives: OpenAI replaces GPT-4.5 with GPT-4.1 Family, plus o3 and o4-mini, new models focused on reasoning and coding
OpenAI refreshed its roster of models and scheduled the largest, most costly one for removal.
Machine Learning Research
Toward LLMs That Understand Misspellings: New byte-based model beats Llama 3 on spelling, noise, and translation
Researchers built a model that’s more robust to noisy inputs like misspellings, smarter about character-level information like the number of R's in strawberry, and potentially better able to understand unfamiliar languages that might share groups of letters with familiar languages.
Business
The Fall and Rise of Sam Altman: Inside Sam Altman’s brief ouster from OpenAI
A behind-the-scenes account provides new details about the abrupt firing and reinstatement of OpenAI CEO Sam Altman in November 2023.
Business
Open Standard for Tool Use and Data Access Gains Momentum: OpenAI adopts Model Context Protocol to boost LLM tool integration
OpenAI embraced Model Context Protocol, providing powerful support for an open standard that connects large language models to tools and data.
Machine Learning Research
Google Unveils Gemini 2.5: Google’s Gemini 2.5 Pro Experimental outperforms top AI models
Google’s new flagship model raised the state of the art in a variety of subjective and objective tests.
Machine Learning Research
Llama’s Mixture of Vision-Language Experts: Meta releases Llama 4 models, claims edge over AI competitors
Meta updated its popular open-weights models, claiming performance superior to closed competitors in three size classes.
Tech & Society
LLM Support for Tutors: GPT-4 boosts remote tutors’ performance in real time, study finds
Students benefit from tutoring, but training tutors is expensive. A study shows that large language models can boost tutors’ effectiveness in real time.
Machine Learning Research
Vision-Language, Compact and Open: Google releases Gemma 3 vision-language models with open weights
Google updated its open-weights family of large language models to include versions that handle image and video inputs.
Business
Some AI-Generated Works Are Copyrightable: U.S. Copyright Office says that no new laws are needed for AI-generated works
The United States Copyright Office determined that existing laws are sufficient to decide whether a given AI-generated work is protected by copyright, making additional legislation unnecessary.
Tech & Society
DeepSeek-R1 Uncensored: Perplexity launches uncensored version of DeepSeek-R1
Large language models built by developers in China may, in some applications, be less useful outside that country because they avoid topics its government deems politically sensitive. A developer fine-tuned DeepSeek-R1 to widen its scope without degrading its overall performance.
Machine Learning Research
Compact Reasoning: QwQ-32B challenges DeepSeek-R1 and other larger reasoning models
Most models that have learned to reason via reinforcement learning were huge models. A much smaller model now competes with them.