Most LLM agents work well for small tool-calling loops, but they start to break down when the task becomes multi-step, stateful, and artifact-heavy. langchen’s deep agent Designed for that difference. …
planning
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Unlock Editor’s Digest for free FT editor Roula Khalaf selects her favorite stories in this weekly newspaper. Lord Peter Mandelson’s lawyers have criticized police for arresting the former Cabinet minister …
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Future Tech
Retailers in Britain are planning to cut staff hours and jobs amid rising employment costs. retail industry
UK retailers are planning to cut staff hours and jobs amid rising employment costs and pessimism about the economy. More than half (52%) of finance bosses at retail companies said …
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Apple is moving ahead with plans to launch its first pair of smart glasses with an AI-powered pendant and camera-equipped AirPods. According to a report by bloombergmark gurman. All three …
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AI Tools
How to Create Human-in-the-Loop Planning and Execution AI Agents with Explicit User Approval Using Langgraph and Streamlit
app_code = r”’ import os, json, uuid import streamlit as st from typing import TypedDict, List, Dict, Any, Optional from pydantic import BaseModel, Field from openai import OpenAI from langgraph.graph …
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Future Tech
Government admits its approval for Buckinghamshire AI datacentre should be revoked. planning policy
The Government has been forced to admit that its own planning approval for a major AI datacentre should be scrapped after failing to fully consider climate impacts, in what campaigners …
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Future Tech
OpenAI is reportedly planning to let ChatGPIT give “priority” to advertisers in conversations
Chip Somodevilla/Getty Images Beneath ChatGPT’s charming personality lies a gold mine for advertisers: an AI chatbot that never gets tired of selling customers goods. New reporting by Information Some recent …
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AI Tools
How to build a robust multi-agent pipeline using CAMEL with planning, web-augmented logic, criticality, and persistent memory
In this tutorial, we create an advanced, end-to-end multi-agent research workflow using Camel framework. We create a coordinated society of agents, planners, researchers, writers, critics and finalists who collaboratively transform …
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AI Tools
A coding guide to building an autonomous multi-agent logistics system with route planning, dynamic auctions, and real-time visualization using graph-based simulation
In this tutorial, we create an advanced, fully autonomous logistics simulation in which multiple smart delivery trucks operate within a dynamic city-wide road network. We design the system so that …
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AI Creativity
Download: Extended Carrier Screening, and how Southeast Asia is planning to go to space
It’s a scorching October day in Bangkok and I’m wandering among the exhibits at the Thai Space Expo, held in one of the city’s busiest shopping malls, when I do …