How to Build a Visual-Language-Action-Inspired Composite Agent with Latent World Modeling and Predictive Control Modeling

How to Build a Visual-Language-Action-Inspired Composite Agent with Latent World Modeling and Predictive Control Modeling

import random, numpy as np, torch, torch.nn as nn, torch.nn.functional as F import matplotlib.pyplot as plt from dataclasses import dataclass from typing import Tuple, Dict, List from torch.utils.data import Dataset, DataLoader try: from tqdm.auto import tqdm except Exception: def tqdm(x, **kwargs): return x SEED = 7 random.seed(SEED); np.random.seed(SEED); torch.manual_seed(SEED) if device.type == “cuda”: torch.backends.cudnn.benchmark = … Read more

Meet the Talkie-1930: An Open-Weight 13B LLM in Pre-1931 English Literature for Historical Consulting and General Research

Meet the Talkie-1930: An Open-Weight 13B LLM in Pre-1931 English Literature for Historical Consulting and General Research

What if the language model has never heard of the Internet, smartphones, or World War II? That’s not a myth – that’s exactly what the research team led by Nick Levine, David Duvenaud, and Alec Radford. They called it speak upand it may be the largest disciplinary language model ever released to the public. Talkie … Read more

Elon Musk vs. Sam Altman: What you need to know as the OpenAI trial opens

Elon Musk vs. Sam Altman: What you need to know as the OpenAI trial opens

Here is the weather forecast for the next few weeks inside the federal courthouse in Oakland, Calif. — clouded with the possibility of a world tea spill. Jury selection began Monday in Musk v. Altman, the Elon Musk-Sam Altman lawsuit regarding Musk’s lawsuit was filed two years ago. But the 12 chosen citizens may not … Read more

NBA Playoffs 2026: How To Watch Tonight’s Games Without Cable

NBA Playoffs 2026: How To Watch Tonight’s Games Without Cable

See on ESPN NBA playoffs for $30 a month ESPN Unlimited The NBA playoffs started on time earlier this month, but while the playoff calendar hasn’t changed this year, the broadcast schedule has changed for the 2026 playoffs. Under the NBA’s new media rights agreement, games this season are divided among three broadcast partners: Disney … Read more

LG W6 Wallpaper vs. The Frame Pro: Why is Wallpaper TV so expensive?

LG W6 Wallpaper vs. The Frame Pro: Why is Wallpaper TV so expensive?

Content Content ContentWhy is Wallpaper more expensive than Frame?Samsung has a Wallpaper TV dupe. It’s just not in The Frame family.Creative features or not, high-end OLED TVs are just expensive The revived LG Wallpaper TV is officially available for pre-order. LG has yet to announce a release date, but some interested buyers may need an … Read more

Build a Learning Powered Emphasis Agent that Learns to Retrieve Relevant Long-Term Memories for Accurate LLM Question Answering

Build a Learning Powered Emphasis Agent that Learns to Retrieve Relevant Long-Term Memories for Accurate LLM Question Answering

@dataclass class MemoryItem: memory_id: int topic: str entity: str slot: str value: str text: str def build_memory_bank() -> List[MemoryItem]: entities = [ { “entity”: “Astra”, “topic”: “robotics”, “facts”: { “battery”: “18 hours”, “sensor”: “LiDAR”, “country”: “Japan”, “release_year”: “2023”, “specialty”: “warehouse navigation”, }, }, { “entity”: “Orion”, “topic”: “astronomy”, “facts”: { “telescope”: “infrared array”, “country”: “Chile”, … Read more