• Advertise
  • Contact Us
  • About Us
  • Supplier Directory
  • SCB YouTube
  • Login
  • Subscribe
  • Logout
  • My Profile
  • LOGISTICS
    • Air Cargo
    • All Logistics
    • Express/Small Shipments
    • Facility Location Planning
    • Freight Forwarding/Customs Brokerage
    • Global Gateways
    • Global Logistics
    • Last Mile Delivery
    • Logistics Outsourcing
    • LTL/Truckload Services
    • Ocean Transportation
    • Rail & Intermodal
    • Reverse Logistics
    • Service Parts Management
    • Transportation & Distribution
  • TECHNOLOGY
    • All Technology
    • Artificial Intelligence
    • Cloud & On-Demand Systems
    • Data Management (Big Data/IoT/Blockchain)
    • ERP & Enterprise Systems
    • Forecasting & Demand Planning
    • Global Trade Management
    • Inventory Planning/ Optimization
    • Product Lifecycle Management
    • Sales & Operations Planning
    • SC Finance & Revenue Management
    • SC Planning & Optimization
    • Sourcing/Procurement/SRM
    • Supply Chain Visibility
    • Transportation Management
  • GENERAL SCM
    • Business Strategy Alignment
    • Education & Professional Development
    • Global Supply Chain Management
    • Global Trade & Economics
    • HR & Labor Management
    • Quality & Metrics
    • Regulation & Compliance
    • SC Security & Risk Mgmt
    • Supply Chains in Crisis
    • Sustainability & Corporate Social Responsibility
  • WAREHOUSING
    • All Warehouse Services
    • Conveyors & Sortation
    • Lift Trucks & AGVs
    • Order Fulfillment
    • Packaging
    • RFID, Barcode, Mobility & Voice
    • Robotics
    • Warehouse Management Systems
  • INDUSTRIES
    • Aerospace & Defense
    • Apparel
    • Automotive
    • Chemicals & Energy
    • Consumer Packaged Goods
    • E-Commerce/Omni-Channel
    • Food & Beverage
    • Healthcare
    • High-Tech/Electronics
    • Industrial Manufacturing
    • Pharmaceutical/Biotech
    • Retail
  • THINK TANK
  • WEBINARS
    • On-Demand Webinars
    • Upcoming Webinars
    • Webinar Library
  • PODCASTS
  • VIDEOS
  • WHITEPAPERS
Home » Opinion: Artificial Intelligence Still Isn't a Game Changer

Opinion: Artificial Intelligence Still Isn't a Game Changer

December 8, 2017
Leonid Bershidsky, Bloomberg View

The report is a great opportunity to finally recognize that the current methods we now know as AI and deep learning do not qualify as "intelligent." They are based on the "brute force" of computers and limited by the quantity and quality of available training data. Many experts agree.

The steering committee of "AI Index, November 2017" includes Stanford's Yoav Shoham and Massachusetts Institute of Technology's Eric Brynjolfsson, an eloquent writer who did much to promote the modern-day orthodoxy that machines will soon displace people in many professions. The team behind the effort tracked the activity around AI in recent years and found thousands of published papers (18,664 in 2016), hundreds of venture capital-backed companies (743 in July 2017) and tens of thousands of job postings. It's a vibrant academic field and an equally dynamic market (the number of U.S. startups in it has increased by a factor of 14 since 2000).

All this concentrated effort cannot help but produce results. According to the AI Index, the best systems surpassed human performance in image detection in 2014 and are on their way to 100 percent results. Error rates in labeling images ("this is a dog with a tennis ball") have fallen to less than 2.5 percent from 28.5 percent in 2010. Machines have matched humans when it comes to recognizing speech in a telephone conversation and are getting close to parsing the structure of sentences, finding answers to questions within a document and translating news stories from German into English. They have also learned to beat humans at poker and Pac-Man. But, the authors of the index wrote: 

Tasks for AI systems are often framed in narrow contexts for the sake of making progress on a specific problem or application. While machines may exhibit stellar performance on a certain task, performance may degrade dramatically if the task is modified even slightly. For example, a human who can read Chinese characters would likely understand Chinese speech, know something about Chinese culture and even make good recommendations at Chinese restaurants. In contrast, very different AI systems would be needed for each of these tasks.

Read Full Article

RELATED CONTENT

RELATED VIDEOS

Data Management (Big Data/IoT/Blockchain) Cloud & On-Demand Systems Technology Global Supply Chain Management HR & Labor Management Food & Beverage High-Tech/Electronics
KEYWORDS Big Data/IOT Cloud, SaaS & On-Demand Systems Food and Beverage Global Supply Chain Management High-Tech/Electronics HR & Labor Management Technology
  • Related Articles

    Amazon's New Artificial Intelligence Features Are a Challenge to Silicon Valley

    Software as a Service Is No Game Changer. Not Yet.

    Opinion: When to Report a Cyberattack? For Companies, That’s Still a Dilemma

Leonid Bershidsky, Bloomberg View

More from this author

Subscribe to our Daily Newsletter!

Timely, incisive articles delivered directly to your inbox.

Popular Stories

  • DOCUMENTS BEARING THE INSIGNIA OF US CUSTOMS AND BORDER PROTECTION LIE ON A TABLE

    New CBP Regs Call for Greater Diligence by Brokers in Reporting Security Breaches

    Freight Forwarding/Customs Brokerage
  • A WORKER IN A WAREHOUSE, SUPERIMPOSED WITH GRAPHICS SHOWING SUPPLY NETWORK

    Enabling Intelligent Visibility With Supply Chain Analytics

    Data Management (Big Data/IoT/Blockchain)
  • GSCMS-Promo.png

    Watch: Introducing the Global Supply Chain Marketing Summit

    Education & Professional Development
  • A HAND TURNS A LARGE, LIGHTED DIAL WITH THE WORD RISK ON IT iStock-NicoElNino-1364371014.jpg

    Measuring KPIs and KRIs for Comprehensive Supplier Performance Management

    Technology
  • DEEPLY CRACKED EARTH UNDER A BLUE CLOUDY SKY

    Why Maritime Supply Chains Must Adapt to Sustainability Regulations

    Ocean Transportation

Digital Edition

Scb nov 2022 sm

2022 Supply Chain Innovator of the Year

VIEW THE LATEST ISSUE

Case Studies

  • New Revenue for Cloud-Based TMS that Embeds Orderful’s Modern EDI Platform

  • Convenience Store Client Maximizes Profit and Improves Customer Service

  • A Digitally Native Footwear Brand Finds Rapid Fulfillment

  • Expanding Apparel Brand Scales Seamlessly with E-Commerce Technology

  • How a Global LSP Scaled its Security Program and Won More Business

Visit Our Sponsors

Orderful Yang Ming Alithya
Barcoding Blue Yonder BNSF Logistics
CoEnterprise Data Capture Deposco
E2open GAINSystems Generix
Geodis GEP GreyOrange
Here Honeywell Intelligrated IFM
Infor Inmar Keelvar
Kinaxis Korber Lean Solutions Group 2H
Liberty SBF Locus Robotics Logility
LogistiVIEW Lucas Systems MCA Connect
MPO Nvidia Old Dominion
OpenText ORTEC Overhaul
Parsyl PMMI QIMA
Redwood Logistics Ryder E-commerce by Whiplash Saddle Creek Logistics
Schneider Dedicated Setlog Holding AG Ship4WD
Shipwell Tecsys TGW Systems
Thomson Reuters Tive Trailer Bridge
Vecna Robotics Verity
Verusen
  • More From SCB
    • Featured Content
    • Video Library
    • Think Tank Blog
    • SupplyChainBrain Podcast
    • Whitepapers
    • On-Demand Webinars
    • Upcoming Webinars
  • Digital Offerings
    • Digital Issue
    • Subscribe
    • Manage Your Subscription
    • Newsletters
  • Resources
    • Events Calendar
    • SCB's Great Supply Chain Partners
    • Supplier Directory
    • Case Study Showcase
    • Supply Chain Innovation Awards
    • 100 Great Partners Form
  • SCB Corporate
    • Advertise on SCB.COM
    • About Us
    • Privacy Policy
    • Contact Us
    • Data Sharing Opt-Out

All content copyright ©2023 Keller International Publishing Corp All rights reserved. No reproduction, transmission or display is permitted without the written permissions of Keller International Publishing Corp

Design, CMS, Hosting & Web Development :: ePublishing