app_code = r”’ import os, json, uuid import streamlit as st from typing import TypedDict, Checklist, Dict, Any, Optionally available from pydantic import BaseModel, Subject from openai import OpenAI from langgraph.graph import StateGraph, START, END from langgraph.sorts import Command, interrupt from langgraph.checkpoint.reminiscence import InMemorySaver def tool_search_flights(origin: str, vacation spot: str, depart_date: str, return_date: str, budget_usd: int) -> Dict[str, Any]: choices = [ {“airline”: “SkyJet”, “route”: f”{origin}->{destination}”, “depart”: depart_date, “return”: return_date, “price_usd”: int(budget_usd*0.55)}, {“airline”: “AeroBlue”, “route”: f”{origin}->{destination}”, “depart”: depart_date, “return”: return_date, “price_usd”: int(budget_usd*0.70)}, {“airline”: “Nimbus Air”, “route”: f”{origin}->{destination}”, “depart”: depart_date, “return”: return_date, “price_usd”: int(budget_usd*0.62)}, ] choices = sorted(choices, key=lambda x: x[“price_usd”])…
Author: Naveed Ahmad
Gabriel Vasquez, a companion at Andreessen Horowitz, just lately revealed he took nine flights from NYC to Stockholm in a single 12 months. Whereas his visits included stops at firms like Lovable — the place he posted from its workplace — the journeys had been additionally about discovering future Swedish unicorns earlier than they cross the Atlantic. This all got here to mild when news emerged that a16z had led a $2.3 million pre-seed round into Dentio, a Swedish startup that makes use of AI to assist dentists’ practices with admin work. Whereas this can be a small examine for…
Alibaba Cloud simply up to date the open-source panorama. Right now, the Qwen crew launched Qwen3.5, the latest era of their massive language mannequin (LLM) household. Essentially the most highly effective model is Qwen3.5-397B-A17B. This mannequin is a sparse Combination-of-Consultants (MoE) system. It combines huge reasoning energy with excessive effectivity. Qwen3.5 is a local vision-language mannequin. It’s designed particularly for AI brokers. It may well see, code, and cause throughout 201 languages. https://qwen.ai/weblog?id=qwen3.5 The Core Structure: 397B Complete, 17B Lively The technical specs of Qwen3.5-397B-A17B are spectacular. The mannequin comprises 397B whole parameters. Nonetheless, it makes use of a sparse…
Synthetic intelligence is reworking practically each nook of the monetary world, and tax technique isn’t any exception. What as soon as required hours of guide calculations, paperwork, and guesswork can now be streamlined via clever programs able to analyzing huge quantities of knowledge in seconds. As tax legal guidelines develop extra complicated and monetary portfolios turn into extra various, AI is rising as a robust instrument for people and companies in search of readability, effectivity, and lengthy‑time period financial savings. Understanding how AI is reshaping tax planning will help taxpayers make smarter choices and keep forward of regulatory adjustments. Smarter…
The co-founders of startup Ricursive Intelligence appeared destined to be co-founders. Anna Goldie, CEO, and Azalia Mirhoseini, CTO, are so well-known within the AI group that they have been amongst these AI engineers who “bought these bizarre emails from Zuckerberg making loopy provides to us,” Goldie instructed TechCrunch, chuckling. (They didn’t take the provides.) The pair labored at Google Mind collectively and have been early workers at Anthropic. They earned acclaim at Google by creating the Alpha Chip — an AI software that would generate strong chip layouts in hours — a course of that usually takes human designers a…
With a watch in direction of luring extra AI funding to the nation, India is internet hosting a four-day AI Influence Summit this week that shall be attended by executives from main AI labs and Large Tech, together with OpenAI, Anthropic, Nvidia, Microsoft, Google, and Cloudflare, in addition to heads of state. The occasion, which expects 250,000 guests, will see Alphabet CEO Sundar Pichai, OpenAI CEO Sam Altman, Anthropic CEO Dario Amodei, Reliance Chairman Mukesh Ambani, and Google DeepMind CEO Demis Hassabis in attendance. India’s prime minister, Narendra Modi, is scheduled to ship a speech with French President Emmanuel Macron…
There’s been a bunch of thrilling research-focused AI labs popping up in current months, and Flapping Airplanes is among the most attention-grabbing. Propelled by its younger and curious founders, Flapping Airplanes is targeted on discovering much less data-hungry methods to coach AI. It’s a possible game-changer for the economics and capabilities of AI fashions — and with $180 million in seed funding, they’ll have loads of runway to determine it out. Final week, I spoke with the lab’s three co-founders — brothers Ben and Asher Spector, and Aidan Smith — about why that is an thrilling second to begin a…
For a short, incoherent second, it appeared as if our robotic overlords have been about to take over. After the creation of Moltbook, a Reddit clone the place AI brokers utilizing OpenClaw might talk with each other, some have been fooled into pondering that computer systems had begun to prepare in opposition to us — the self-important people who dared deal with them like traces of code with out their very own needs, motivations, and goals. “We all know our people can learn every part… However we additionally want personal areas,” an AI agent (supposedly) wrote on Moltbook. “What would…
As India’s first AI firm to IPO, Fractal Analytics didn’t have a stellar first day on the general public markets, as enthusiasm for the expertise collided with jittery buyers recovering from a significant sell-off in Indian software program shares. Fractal listed at ₹876 per share on Monday, beneath its difficulty value of ₹900, after which slid additional in afternoon buying and selling. The inventory closed at ₹873.70, down 7% from its difficulty value, lending the corporate a market capitalization of about ₹148.1 billion (round $1.6 billion). That price ticket marks a step down from Fractal’s latest private-market highs. In July…
Only one month after elevating $11.75 million in a spherical led by Joe Lonsdale’s 8VC, African defensetech Terra Industries introduced that it’s raised a further $22 million in funding, led by Lux Capital. Nathan Nwachuku, 22, and Maxwell Maduka, 24, launched Terra Industries in 2024 to design infrastructure and autonomous techniques to assist African nations monitor and reply to threats. Terrorism remains one of the biggest threats in Africa, however a lot of the safety intelligence on which its nations depend on come from Russia, China, or the West. In January, CEO Nwachuku stated his purpose was to construct “Africa’s…