Machine Learning Research

1039 Posts

Web Retrieval Flusters LLMs: AI agents searching online can struggle to retrieve correct info, researchers find
Machine Learning Research

Web Retrieval Flusters LLMs: AI agents searching online can struggle to retrieve correct info, researchers find

Large language models often are called upon to gather news. In this task, researchers found, their ability to find relevant reports is the weakest link.

July 24, 20263 min read
Meta Sparks A Price War: Muse Spark 1.1 makes a jump in intelligence at a lower price than peers
Machine Learning Research

Meta Sparks A Price War: Muse Spark 1.1 makes a jump in intelligence at a lower price than peers

With Llama, Meta marked itself as an open alternative to OpenAI. With its new closed models, Meta now positions itself as a low-cost, high-value competitor.

July 24, 20264 min read
Kimi K3 Reveals How A Giant Frontier AI Model Works: Moonshot's latest model outshines all but GPT-5.6 Sol and Claude 5 Fable
Machine Learning Research

Kimi K3 Reveals How A Giant Frontier AI Model Works: Moonshot's latest model outshines all but GPT-5.6 Sol and Claude 5 Fable

Moonshot’s latest model leapfrogged the month-old GLM-5.2 and a host of proprietary competitors to finish just behind GPT-5.6 Sol and Claude Fable 5 on many benchmarks.

July 24, 20264 min read
Measuring Models’ Manipulation: Researchers at MIT and Carnegie Mellon built Puppet to gauge models' influence on users' beliefs
Machine Learning Research

Measuring Models’ Manipulation: Researchers at MIT and Carnegie Mellon built Puppet to gauge models' influence on users' beliefs

Providers of large language models stand to benefit by building models that spur user engagement, but users may bear a cost in undue influence on their world views.

July 17, 20264 min read
Put the Lab in the Loop: Robin automates drug discovery, matching chemical processes of known drugs to research on diseases
Machine Learning Research

Put the Lab in the Loop: Robin automates drug discovery, matching chemical processes of known drugs to research on diseases

An AI agent proposed new medical uses for established drugs nearly autonomously — uses that were supported by experiments on isolated human cells — with human input only to name diseases to be treated and run the AI-proposed lab experiments. 

July 17, 20264 min read
One Model Talks, Another One Thinks: GPT-Live pairs full-duplex voice models with a reasoning model (GPT-5.5) on the backend
Machine Learning Research

One Model Talks, Another One Thinks: GPT-Live pairs full-duplex voice models with a reasoning model (GPT-5.5) on the backend

ChatGPT’s voice mode now listens and speaks at the same time, passing harder questions posed to the conversational model to a reasoning model in the background.

July 17, 20265 min read
Text Without Typing: Researchers at Meta and other institutions built Brain2Qwerty v2 to generate sentences from brain waves
Machine Learning Research

Text Without Typing: Researchers at Meta and other institutions built Brain2Qwerty v2 to generate sentences from brain waves

Imagine you are typing a sentence. But instead of a keyboard, joystick, or eye tracker, a device surrounding your head reads your intentions and generates that sentence on screen.

July 10, 20263 min read
DeepSeek’s DSpark Gains Velocity: DeepSeek open sourced a speculative decoding module that speeds up text generation without losing accuracy
Machine Learning Research

DeepSeek’s DSpark Gains Velocity: DeepSeek open sourced a speculative decoding module that speeds up text generation without losing accuracy

DeepSeek built a speculative decoding module that speeds up its production models’ text generation by more than 50 percent without sacrificing accuracy, then made its technique open source.

July 10, 20265 min read
Google Pairs Nano Banana Update With Video API: Gemini's image (Nano Banana 2 Lite) and video (Gemini Omni Flash) models, built to work together
Machine Learning Research

Google Pairs Nano Banana Update With Video API: Gemini's image (Nano Banana 2 Lite) and video (Gemini Omni Flash) models, built to work together

Google built a low-cost, high-throughput pipeline for developers working with media, combining Gemini’s fastest image model yet with a similarly speedy multimodal model that can turn images into video with synchronized sound.

July 10, 20264 min read
Better Reward Models for Robots: Inside RoboReward, a family of vision-language reward models that train robots to take action
Machine Learning Research

Better Reward Models for Robots: Inside RoboReward, a family of vision-language reward models that train robots to take action

When you’re training a robot via reinforcement learning, a handcrafted reward function is labor-intensive to build but often dispenses rewards more effectively than a general-purpose reward model based on a vision-language model. Researchers built reward models that narrowed the gap.

July 3, 20263 min read
Microsoft Strikes Out on Its Own: Microsoft revealed MAI-Thinking-1, a Claude Sonnet 4.6-sized reasoning model developed without distillation
Machine Learning Research

Microsoft Strikes Out on Its Own: Microsoft revealed MAI-Thinking-1, a Claude Sonnet 4.6-sized reasoning model developed without distillation

Microsoft, once OpenAI’s exclusive partner and still a major reseller of other companies’ AI models, built its own reasoning model from scratch.

July 3, 20263 min read
Fugu Blends Models Task by Task: Sakana debuted dedicated orchestrator models, Fugu and Fugu-Ultra, that spawn Claude, Gemini, and GPT agents
Machine Learning Research

Fugu Blends Models Task by Task: Sakana debuted dedicated orchestrator models, Fugu and Fugu-Ultra, that spawn Claude, Gemini, and GPT agents

Models that orchestrate the activities of other models and agents achieved state-of-the-art performance on a variety of benchmarks, outperforming the best individual models working alone.

July 3, 20264 min read
GPT-5.6 Lands in Limbo: OpenAI previewed three GPT-5.6 Models (Sol, Terra, and Luna), wider release coming soon
Machine Learning Research

GPT-5.6 Lands in Limbo: OpenAI previewed three GPT-5.6 Models (Sol, Terra, and Luna), wider release coming soon

OpenAI announced a preview of its GPT-5.6 family, including a top-tier model comparable to Claude 5 Mythos — but so far it’s available only to users that are selected by the U.S. government.

July 3, 20265 min read
Anthropic Opus 4.8 Leaps Forward: Claude Opus 4.8 won back the high-performance crown for Anthropic, pending wider availability of its Mythos-class models
Machine Learning Research

Anthropic Opus 4.8 Leaps Forward: Claude Opus 4.8 won back the high-performance crown for Anthropic, pending wider availability of its Mythos-class models

Anthropic mid-2026 update of Opus held the the top of a leading intelligence ranking for about a week, only to be overtaken by Claude Fable 5.

July 1, 20264 min read
Biological Molecules as Language: ESMFold2 approaches AlphaFold 3 performance but with an open, Transformer-based architecture
Machine Learning Research

Biological Molecules as Language: ESMFold2 approaches AlphaFold 3 performance but with an open, Transformer-based architecture

Google’s AlphaFold models pioneered the task of finding the shapes of biologically active molecules, opening new pathways for drug development.

June 26, 20264 min read

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