Author: Carter

On this tutorial, we construct a production-style Route Optimizer Agent for a logistics dispatch middle utilizing the most recent LangChain agent APIs. We design a tool-driven workflow by which the agent reliably computes distances, ETAs, and optimum routes somewhat than guessing, and we implement structured outputs to make the outcomes immediately usable in downstream techniques. We combine geographic calculations, configurable velocity profiles, visitors buffers, and multi-stop route optimization, making certain the agent behaves deterministically whereas nonetheless reasoning flexibly by way of instruments. !pip -q set up -U langchain langchain-openai pydantic import os from getpass import getpass if not os.environ.get(“OPENAI_API_KEY”): os.environ[“OPENAI_API_KEY”]…

The rial, Iran’s official foreign money, has failed in 2026. Hyperinflation chews via financial savings each single day. Sanctions stack on prime of unhealthy choices and countless geopolitical stress. Every single day, people get up to much less cash. Households scramble to purchase fundamentals whereas every part they saved disappears. This feels too acquainted. Lebanon went via the very same disaster beginning in late 2019. The identical type of banking freeze, the identical nugatory foreign money slide, the identical determined seek for something that holds worth. Bitcoin turned out to be that monetary secure haven then. Indicators level to it…

Ravie LakshmananFeb 20, 2026Insider Menace / Company Espionage Two former Google engineers and certainly one of their husbands have been indicted within the U.S. for allegedly committing commerce secret theft from the search big and different tech corporations and transferring the knowledge to unauthorized areas, together with Iran. Samaneh Ghandali, 41, and her husband Mohammadjavad Khosravi (aka Mohammad Khosravi), 40, alongside along with her sister Soroor Ghandali, 32, have been accused of conspiring to commit commerce secret theft from Google and different main expertise corporations, theft and tried theft of commerce secrets and techniques, and obstruction of justice. The three…

For the previous couple of years, the AI world has adopted a easy rule: if you would like a Giant Language Mannequin (LLM) to resolve a more durable downside, make its Chain-of-Thought (CoT) longer. However new analysis from the College of Virginia and Google proves that ‘thinking long’ isn’t the identical as ‘thinking hard’. The analysis staff reveals that merely including extra tokens to a response can really make an AI much less correct. As an alternative of counting phrases, the Google researchers introduce a brand new measurement: the Deep-Considering Ratio (DTR). The Failure of ‘Token Maxing‘ Engineers typically use…

Home Democrats are urgent leaders on the Federal Bureau of Prisons for particulars on their plans to deal with main and long-time staffing shortages throughout the frontline BOP workforce. A letter despatched Friday to BOP Director William Okay. Marshall III from prime Democrats on the Home Judiciary Committee warned that workforce points have reached a “crisis point,” resulting in operational challenges and unsafe situations within the federal jail system. “By far, the most significant challenge to BOP’s ability to fulfill its public safety mission is its pervasive shortage of critical staff — particularly of correctional officers, healthcare professionals and mental…

ZDNET’s key takeaways The Lenovo IdeaCentre Mini x is offered now for $849 at Greatest Purchase.It offers dependable efficiency due to its Snapdragon X Plus processor, ample RAM, and a good number of ports.Graphical efficiency is proscribed, and app compatibility points might be a priority. extra shopping for selections Observe ZDNET: Add us as a most popular supply on Google.Again in December, my desktop died. I nonetheless do not know precisely what occurred, however the consequence was clear: I wanted a brand new one. Fortunately, I had the Lenovo IdeaCentre Mini x available. I used to be skeptical, however this mini PC,…

WordPress is without doubt one of the hottest content material administration system (CMS) options for managing the backend of internet sites accessible at this time. Utilizing a CMS like WordPress eliminates the necessity for coding. Until you need to customise your web site this fashion, WordPress provides a blog-style backend full with plugin assist, templates, web optimization, and person administration making it an excellent selection for brand new and skilled site owners alike.In accordance with W3Techs, round 60% of all web sites with a recognized CMS use the service. With this in thoughts, it’s best to go for a internet hosting…

Key InsightsFalcon Finance is diversifying the artificial greenback collateral base by integrating Actual-World Belongings (RWAs), similar to gold and Mexican CETES, to again USDf. This transition from a purely crypto-native funding price mannequin to a multi-collateral “control tower” strategy enhances protocol resilience towards market volatility whereas establishing a yield profile.Falcon Finance is accelerating the utility of tokenized RWAs by launching a $50 million ecosystem fund to bridge the hole between institutional-grade yield and onchain liquidity. The implementation of FIP-1 introduces a tiered staking structure that incentivizes sticky capital by means of the Prime FF mannequin. By granting long-term stakers 10x…

A Russian-speaking, financially motivated risk actor has been noticed making the most of business generative synthetic intelligence (AI) providers to compromise over 600 FortiGate units situated in 55 international locations. That is in keeping with new findings from Amazon Risk Intelligence, which mentioned it noticed the exercise between January 11 and February 18, 2026. “No exploitation of FortiGate vulnerabilities was observed—instead, this campaign succeeded by exploiting exposed management ports and weak credentials with single-factor authentication, fundamental security gaps that AI helped an unsophisticated actor exploit at scale,” CJ Moses, Chief Info Safety Officer (CISO) of Amazon Built-in Safety, mentioned in…

, the transfer from a standard knowledge warehouse to Knowledge Mesh feels much less like an evolution and extra like an id disaster. Someday, every thing works (perhaps “works” is a stretch, however everyone is aware of the lay of the land) The following day, a brand new CDO arrives with thrilling information: “We’re moving to Data Mesh.” And all of the sudden, years of fastidiously designed pipelines, fashions, and conventions are questioned. On this article, I need to step away from concept and buzzwords and stroll via a sensible transition, from a centralised knowledge “monolith” to a contract-driven Knowledge…