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# Introduction
Python project setup used to mean making a dozen small decisions before you wrote your first useful line of code. Which environment manager? Which dependency tool? Which formatter? Which linter? Which type checker? And if your project touched data, were you supposed to start with pandas, DuckDB, or…
class MolmoActVisualizer:
"""Visualization utilities for MolmoAct outputs"""
def __init__(self, figsize: Tuple[int, int] = (12, 8)):
self.figsize = figsize
self.colors = plt.cm.viridis(np.linspace(0, 1, 10))
def plot_trace(
self,
…
Today, we’re introducing Gemini 3.1 Flash TTS, the latest text-to-speech model that delivers improved controllability, expressivity and quality — empowering developers, enterprises and everyday users to build the next generation of AI-speech applications. Starting today, 3.1 Flash TTS is rolling out: Improved speech quality and controllability We’ve improved the overall speech quality of Gemini 3.1…
Google DeepMind research team introduced Gemini Robotics-ER 1.6, a significant upgrade to its embodied reasoning model designed to serve as the ‘cognitive brain’ of robots operating in real-world environments. The model specializes in reasoning capabilities critical for robotics, including visual and spatial understanding, task planning, and success detection — acting as the high-level reasoning model…
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# Introduction
Google NotebookLM has evolved far beyond a simple study aid. With the addition of the recent updates pushed just this year, it has transformed into a full-stack research, synthesis, and content production environment. For people regularly juggling complex sources, NotebookLM now bridges the gap between raw information and…
Meta Superintelligence Labs recently made a significant move by unveiling ‘Muse Spark’ — the first model in the Muse family. Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
https://ai.meta.com/static-resource/muse-spark-eval-methodology
What ‘Natively Multimodal’ Actually Means
When Meta describes Muse Spark as ‘natively multimodal,’ it means…
Today, Veo is getting more expressive, with improvements that help you create more fun, creative, high-quality videos based on ingredient images, built directly for the mobile format. We’re excited to bring new creative possibilities for everyone from casual storytellers to professional filmmakers. We’re releasing: Improvements to Veo 3.1 Ingredients to Video, our capability that lets…
import numpy as np
import matplotlib.pyplot as plt
from mpl_toolkits.mplot3d import Axes3D
from pathlib import Path
import re
def parse_trc(trc_path):
"""Parse a .trc file and return marker names, frame data, and metadata."""
with open(trc_path, 'r') as f:
lines = f.readlines()
meta_keys = lines[2].strip().split('\t')
meta_vals = lines[3].strip().split('\t')
…