cognition

"Let’s look at tips on disciplined resilience, metacognition, and broadened attention to unlock your last 20%."

"The results show that the Whisper model performs by far the best."

"This article introduces the rules that the system imposes on the AI."

"Results show that song-based fine-tuning improves performance over zero-shot baselines."

"We need to detect not just what the user is saying, but what they expect from the bot in that moment."

"In this application, we use a hybrid configuration: YOLO-World to identify card locations, OpenCV to process images, and Gemini 2.5 Flash to read card information."

"JSONスキーマを指定するだけで、本当に指定した通りのフォーマットでレスポンスが返ってきます。"

"Webツールとしてはかなり優秀。手軽に使える高精度OCR。"

"KAIJU VOICE is a 'battle with your voice' kaiju battle game."

"Panasonic announced the "Outside Doorphone" VL-X70 series, a monitor-equipped TV doorphone with AI functions."

"Specifically, the team tackled the Kaggle competition 'Paddy Doctor: Paddy Disease Classification,' creating a model to classify 9 types of diseases and the normal condition of rice plants from images."

"Problem is I don't understand how to handle the abstract paragraph text, like how do I convert it into numbers for training a LSTM?"

"Moonshine Voice"

"We term this shortfall the text-speech understanding gap: the performance drop observed when a speech-adapted LLM processes spoken inputs relative to when the original text-based LLM processes the equivalent text."

"I completed this possibility experiment during the 7-day New Year's holiday in 2026."

"v5では、AIが攻撃を受けたり暴走したりしたとき、自律的に正常状態に戻る「Neural Healing」を実装しました。"

"Our experiments successfully personalized multiple speech recognition and image classification models, including ResNet50 on ImageNet, resulting in increased sparsity of approximately 70% while simultaneously improving model accuracy to around 90%, all without the limitations of backpropagation."

"Our two SiLIF models achieve new state-of-the-art performance among spiking neuron models on both event-based and raw-audio speech recognition datasets."

"Looking for a good prompt for Gemini 3.1 Pro to improve its object recognition and geolocation (street/city) from photos. Any ideas?"

"The goal is to recognize commands like, 'Open YouTube' and initiate actions."

"The study indicates that, in some cases, AI-generated faces might appear more 'realistic' than actual photographs of people, which supports the findings."

"“The speaker will have a camera, enabling it to take in information about its users and their surroundings, such as items on a nearby table or conversations people are having in the vicinity, according to one of the people. It will also allow people to buy things by identifying them with a facial recognition feature similar to Apple’s Face ID, the people said.”"

"The first product scheduled to be released is reported to be a smart speaker that would include a camera, allowing it to better absorb information about its users and surroundings."

"Those latency constraints mean 'you have to get everything that you need to get done in 500 milliseconds or less,' said Scott Stephenson, co-founder chief executive officer of Deepgram Inc."

"This article analyzes the structural reasons why voice tokens cannot participate in the reasoning (thinking) of LLMs and whether that can truly be resolved, based on research trends as of February 2026."

"Vision-Language Models achieve ~84% F1 reading binary grids rendered as text characters (. and #) but collapse to 29-39% F1 when the exact same grids are rendered as filled squares, despite both being images through the same visual encoder."

"“What we saw was that people with average face-recognition ability performed only slightly better than chance,” Dr James Dunn from UNSW says."

"We demonstrated the relationship between color attributes and emotions in speech, and successfully developed color attribute regression models for SER."