Tuesday, April 3, 2012

Does computers possess real artificial intelligence


Is that possible to create true artificial intelligence and, if so, how close are we to doing so, asks mathematician Professor Marcus du Sautoy.

This was while I was making my last BBC TV series, The Code, which I bumped into a neuroscientist I knew.
"Have you heard the news about Watson?" he asked me.
I wasn't quite sure what he was referring to. A new release of Sherlock Holmes? I looked confused.
"Watson beat the world champions at Jeopardy last night," he added.
Jeopardy is an American television quiz show which tests general knowledge. But I could not understand why a professor of the brain was interested in it.
But then he revealed that Watson was not a person, but a computer. Watson's triumph, he believed, represented a hugely significant moment for the field of artificial intelligence (AI).
Ever since Alan Turing's seminal paper back in 1950 asking whether machines could ever think, scientists have been striving to create machines that can rival our intelligence.
Trivia challenge
There are a series of challenges that many in the AI community regard as key hurdles that need to be cleared on the way to realising Turing's dream.
And getting a computer to beat the best the world has to offer at the quiz show Jeopardy is one of them.
That may seem a ridiculously trivial goal, but actually at its heart is something the human brain does extremely well.
Take the quiz question: "What element, atomic number 27, can precede 'blue' & 'green'?"
The human brain is able to negotiate natural language and quickly tap into the huge database stored in our memory to retrieve the answer "cobalt".
Computers have become increasingly good at this skill. You just have to think how search engines now seem to know exactly what you are looking for despite minimal input from you.
But tweaking the mathematical algorithms that run these search engines to demolish the world champions of Jeopardy marked the moment when computer intelligence left human intelligence in its wake when it comes to accessing information.
And that is not the first time computers have met a key test of AI. Back in 1999, IBM's supercomputer Deep Blue beat the reigning world chess champion Gary Kasparov.
Requiring deep logical analysis of the implications of each chess move, this was perhaps the easiest of the goals for a computer to achieve. Logical thinking is what a computer does best.
The Turing Test
The benchmark for the success of AI that Turing suggested in his original paper of 1950 was about communication.
If you were talking online with a person and a computer, could you distinguish which was the computer?
Since we can only assess the intelligence of our fellow humans by our interaction with them, if a computer can pass itself off as human, should we then call it intelligent?

There are some very good candidates out there that are getting close to passing The Turing Test, including this one,cleverbot.

Interestingly this hurdle is more and more being regarded by those in the field of AI as a red herring.
Even if a computer passes the test, it does not mean it understands anything of the interaction.
In fact I was recently put through a thought experiment called The Chinese Room devised by philosopher John Searle, which challenges the idea that a machine could ever think.
I was put in a room with an instruction manual which told me an appropriate response to any string of Chinese characters posted into the room.
Although I do not speak Mandarin, it was shown I could have a very convincing discussion with a Mandarin speaker without ever understanding a word of my responses.
The Chinese room problem 
Searle compared the man in "The Chinese Room" to a computer reading a bit of code. I didn't understand the Mandarin so how could a computer be said to understand what it is programmed to do.
It's a powerful argument against the relevance of Turing's test. But then again, what is my mind doing when I'm articulating words now?
Aren't I just following a set of instructions? Could there still be a threshold beyond which we would have to regard the computer as understanding Mandarin?
The Computer vision
Probably the biggest challenge for AI is to match the human ability to process visual information.
Computers are still miles away from getting anywhere near how amazing the human brain is at taking in and interpreting visual images.
Just think about those warped words that you are asked to type when a website wants to confirm it is interacting with a real person rather than an automated attack which could spam the system.
It is a curious reverse-Turing test where the computer is now trying to distinguish between a human and a machine.
Humans are able to unravel the warped-looking letters while a computer is incapable of pulling the mess apart.
It's a striking example of just how bad computers are at processing visuals. It's not just the AI community that regards this as a central challenge in realizing artificial intelligence.   

Given the number of CCTV cameras that are watching our every move, security firms would love to crack this conundrum. Currently they still have to employ humans rather than computers to monitor the images and pick up on any suspicious behavior.


Computers tend to read a picture pixel by pixel and find it hard to integrate the information.
It seems that we are still a long way from creating a machine that can rival the 1.5kg of grey matter between our ears. But we should remember that it did take us millions of years of evolution to realize the extraordinary machine that is our human brain.                                               





Tuesday, March 20, 2012

Android 4.0 (Ice Cream Sandwich)


Introducing Android 4.0

Android 4.0 (Ice Cream Sandwich) is the latest version of the Android platform for phones, tablets, and more. It builds on the things people love most about Android — easy multitasking, rich notifications, customizable home screens, resizable widgets, and deep interactivity — and adds powerful new ways of communicating and sharing.

Simple, Beautiful, Useful

Refined, evolved UI

Focused on bringing the power of Android to the surface, Android 4.0 makes common actions more visible and lets you navigate with simple, intuitive gestures. Refined animations and feedback throughout the system make interactions engaging and interesting. An entirely new typeface optimized for high-resolution screens improves readability and brings a polished, modern feel to the user interface.
Virtual buttons in the System Bar let you navigate instantly to Back, Home, and Recent Apps. The System Bar and virtual buttons are present across all apps, but can be dimmed by applications for full-screen viewing. You can access each application's contextual options in the Action Bar, displayed at the top (and sometimes also at the bottom) of the screen.
Multitasking is a key strength of Android and it's made even easier and more visual on Android 4.0. The Recent Apps button lets you jump instantly from one task to another using the list in the System Bar. The list pops up to show thumbnail images of apps used recently — tapping a thumbnail switches to the app.


The Recent Apps list makes multitasking simple.

Jump to the camera or see notifications without unlocking.

For incoming calls, you can respond instantly by text.

Home screen folders and favorites tray

New home screen folders offer a new way for you to group your apps and shortcuts logically, just by dragging one onto another. Also, in All Apps launcher, you can now simply drag an app to get information about it or immediately uninstall it, or disable a pre-installed app.
On smaller-screen devices, the home screen now includes a customizable favorites tray visible from all home screens. You can drag apps, shortcuts, folders, and other priority items in or out of the favorites tray for instant access from any home screen. 



The All Apps launcher (left) and resizable widgets (right) give you apps and rich content from the home screen.




Resizable widgets

Home screens in Android 4.0 are designed to be content-rich and customizable. You can do much more than add shortcuts — you can embed live application content directly through interactive widgets. Widgets let you check email, flip through a calendar, play music, check social streams, and more — right from the home screen, without having to launch apps. Widgets are resizable, so you can expand them to show more content or shrink them to save space.

New lock screen actions

The lock screens now let you do more without unlocking. From the slide lock screen, you can jump directly to the camera for a picture or pull down the notifications window to check for messages. When listening to music, you can even manage music tracks and see album art.

Quick responses for incoming calls

When an incoming call arrives, you can now quickly respond by text message, without needing to pick up the call or unlock the device. On the incoming call screen, you simply slide a control to see a list of text responses and then tap to send and end the call. You can add your own responses and manage the list from the Settings app.

Swipe to dismiss notifications, tasks, and browser tabs

Android 4.0 makes managing notifications, recent apps, and browser tabs even easier. You can now dismiss individual notifications, apps from the Recent Apps list, and browser tabs with a simple swipe of a finger.

A spell-checker lets you find errors and fix them faster.

A powerful voice input engine lets you dictate continuously.

Improved text input and spell-checking

The soft keyboard in Android 4.0 makes text input even faster and more accurate. Error correction and word suggestion are improved through a new set of default dictionaries and more accurate heuristics for handling cases such as double-typed characters, skipped letters, and omitted spaces. Word suggestion is also improved and the suggestion strip is simplified to show only three words at a time.
To fix misspelled words more easily, Android 4.0 adds a spell-checker that locates and underlines errors and suggests replacement words. With one tap, you can choose from multiple spelling suggestions, delete a word, or add it to the dictionary. You can even tap to see replacement suggestions for words that are spelled correctly. For specialized features or additional languages, you can now download and install third-party dictionaries, spell-checkers, and other text services.

Powerful voice input engine

Android 4.0 introduces a powerful new voice input engine that offers a continuous "open microphone" experience and streaming voice recognition. The new voice input engine lets you dictate the text you want, for as long as you want, using the language you want. You can speak continously for a prolonged time, even pausing for intervals if needed, and dictate punctuation to create correct sentences. As the voice input engine enters text, it underlines possible dictation errors in gray. After dictating, you can tap the underlined words to quickly replace them from a list of suggestions.

Data usage controls let you monitor total usage by network type and application and then set limits if needed.

Control over network data

Mobile devices can make extensive use of network data for streaming content, synchronizing data, downloading apps, and more. To meet the needs of you with tiered or metered data plans, Android 4.0 adds new controls for managing network data usage.
In the Settings app, colorful charts show the total data usage on each network type (mobile or Wi-Fi), as well as amount of data used by each running application. Based on your data plan, you can optionally set warning levels or hard limits on data usage or disable mobile data altogether. You can also manage the background data used by individual applications as needed.

Designed for accessibility

A variety of new features greatly enhance the accessibility of Android 4.0 for blind or visually impaired users. Most important is a new explore-by-touch mode that lets you navigate without having to see the screen. Touching the screen once triggers audible feedback that identifies the UI component below; a second touch in the same component activates it with a full touch event. The new mode is especially important to support users on new devices that use virtual buttons in the System Bar, rather than dedicated hardware buttons or trackballs. Also, standard apps are updated to offer an improved accessibility experience. The Browser supports a script-based screen reader for reading favorite web content and navigating sites. For improved readability, you can also increase the default font size used across the system.
The accessibility experience begins at first setup — a simple touch gesture during setup (clockwise square from upper left) activates all accessibility features and loads a setup tutorial. Once accessibility features are active, everything visible on the screen can be spoken aloud by the standard screen reader.

Contacts and profiles are integrated across apps and social networks, for a consistent, personal experience everywhere — from incoming calls to emails.

Communication and sharing

People and profiles

Throughout the system, your social groups, profiles, and contacts are linked together and integrated for easy accessibility. At the center is a new People app that offers richer profile information, including a large profile picture, phone numbers, addresses and accounts, status updates, events, and a new button for connecting on integrated social networks.
Your contact information is stored in a new "Me" profile, allowing easier sharing with apps and people. All of your integrated contacts are displayed in an easy to manage list, including controls over which contacts are shown from any integrated account or social network. Wherever you navigate across the system, tapping a profile photo displays Quick Contacts, with large profile pictures, shortcuts to phone numbers, text messaging, and more.

Unified calendar, visual voicemail

To help organize appointments and events, an updated Calendar app brings together personal, work, school, and social agendas. With user permission, other applications can contribute events to the calendar and manage reminders, for an integrated view across multiple calendar providers. The app is redesigned to let you manage events more easily. Calendars are color-coded and you can swipe left or right to change dates and pinch to zoom in or out agendas.
In the phone app, a new visual voicemail features integrates incoming messages, voice transcriptions, and audio files from one or more providers. Third-party applications can integrate with the Phone app to add your own voice messages, transcriptions, and more to the visual voicemail inbox.

Capture the picture you want, edit, and share instantly.

Rich and versatile camera capabilities

The Camera app includes many new features that let you capture special moments with great photos and videos. After capturing images, you can edit and share them easily with friends.
When taking pictures, continuous focus, zero shutter lag exposure, and decreased shot-to-shot speed help capture clear, precise images. Stabilized image zoom lets you compose photos and video in the way you want, including while video is recording. For new flexibility and convenience while shooting video, you can now take snapshots at full video resolution just by tapping the screen as video continues to record.
To make it easier to take great pictures of people, built-in face detection locates faces in the frame and automatically sets focus. For more control, you can tap to focus anywhere in the preview image.
For capturing larger scenes, the Camera introduces a single-motion panorama mode. In this mode, you start an exposure and then slowly turn the Camera to encompass as wide a perspective as needed. The Camera assembles the full range of continuous imagery into a single panoramic photo.
After taking a picture or video, you can quickly share it by email, text message, bluetooth, social networks, and more, just by tapping the thumbnail in the camera controls.

A Photo Gallery widget on the home screen.

Redesigned Gallery app with photo editor

The Gallery app now makes it easier to manage, show, and share photos and videos. For managing collections, a redesigned album layout shows many more albums and offers larger thumbnails. There are many ways to sort albums, including by time, location, people, and tags. To help pictures look their best, the Gallery now includes a powerful photo editor. You can crop and rotate pictures, set levels, remove red eyes, add effects, and much more. After retouching, you can select one or multiple pictures or videos to share instantly over email, text messaging, bluetooth, social networks, or other apps.
An improved Picture Gallery widget lets you look at pictures directly on the home screen. The widget can display pictures from a selected album, shuffle pictures from all albums, or show a single image. After adding the widget to the home screen, you can flick through the photo stacks to locate the image you want, then tap to load it in Gallery.






The Browser tabs menu (left) lets you quickly switch browser tabs. The options menu (right) gives you new ways to manage your browsing experience.

Benchmark comparisons of Android Browser.

Powerful web browsing

The Android Browser offers an experience that’s as rich and convenient as a desktop browser. It lets you instantly sync and manage Google Chrome bookmarks from all of your accounts, jump to your favorite content faster, and even save it for reading later in case there's no network available.
To get the most out of web content, you can now request full desktop versions of web sites, rather than their mobile versions. You can set your preference for web sites separately for each browser tab. For longer content, you can save a copy for offline reading. To find and open saved pages, you can browse a visual list that’s included with browser bookmarks and history. For better readability and accessibility, you can increase the browser’s zoom levels and override the system default text sizes.
Across all types of content, the Android Browser offers dramatically improved page rendering performance through updated versions of the WebKit core and the V8 Crankshaft compilation engine for JavaScript. In benchmarks run on a Nexus S device, the Android 4.0 browser showed an improvement of nearly 220% over the Android 2.3 browser in the V8 Benchmark Suite and more than 35% in the SunSpider 9.1 JavaScript Benchmark. When run on a Galaxy Nexus device, the Android 4.0 browser showed improvement of nearly 550% in the V8 benchmark and nearly 70% in the SunSpider benchmark.

Improved email

In Android 4.0, email is easier to send, read, and manage. For composing email, improved auto-completion of recipients helps with finding and adding frequent contacts more quickly. For easier input of frequent text, you can now create quick responses and store them in the app, then enter them from a convenient menu when composing. When replying to a message, you can now toggle the message to Reply All and Forward without changing screens.



Android Beam lets you share what you are using with a single tap.

Innovation

Android is continuously driving innovation forward, pushing the boundaries of communication and sharing with new capabilities and interactions.

Android Beam for NFC-based sharing

Android Beam is an innovative, convenient feature for sharing across two NFC-enabled devices, It lets people instantly exchange favorite apps, contacts, music, videos — almost anything. It’s incredibly simple and convenient to use — there’s no menu to open, application to launch, or pairing needed. Just touch one Android-powered phone to another, then tap to send.
For sharing apps, Android Beam pushes a link to the app's details page on Google Play. On the other device, the Google Play app launches and loads the details page, for easy downloading of the app. Individual apps can build on Android Beam to add other types of interactions, such as passing game scores, initiating a multiplayer game or chat, and more.

Face recognition lets you unlock your phone with your face.

Face Unlock

Android 4.0 introduces a completely new approach to securing a device, making each person's device even more personal — Face Unlock is a new screen-lock option that lets you unlock your device with your face. It takes advantage of the device front-facing camera and state-of-the-art facial recognition technology to register a face during setup and then to recognize it again when unlocking the device. Just hold your device in front of your face to unlock, or use a backup PIN or pattern.

Wi-Fi Direct and Bluetooth HDP

Support for Wi-Fi Direct lets you connect directly to nearby peer devices over Wi-Fi, for more reliable, higher-speed communication. No internet connection or tethering is needed. Through third-party apps, you can connect to compatible devices to take advantage of new features such as instant sharing of files, photos, or other media; streaming video or audio from another device; or connecting to compatible printers or other devices.
Android 4.0 also introduces built-in support for connecting to Bluetooth Health Device Profile (HDP) devices. With support from third-party apps, you can connect to wireless medical devices and sensors in hospitals, fitness centers, homes, and elsewhere.
















Sony unveils 'floating interface' touchless display

A Smartphone that allows users to browse the web by hovering a finger above links they would normally touch has been unveiled by the Japanese electronics giant Sony.
Analysts are not sure how practical the touchless feature will be.

The firm describes the technology as a "floating touch" user-interface.
The Xperia Sola handset is due to go on sale in the second half of 2012.
But some mobile phone analysts question whether the feature will be practical or popular.
Touchless world
A number of firms around the world have been exploring gesture control possibilities for quite some time.
Giants such as Apple, Microsoft and US mobile phone chip maker Qualcomm, as well as several small start-ups, are currently developing camera-based touchless technology.
Their aim is to let users perform tasks such as answering the phone, navigating the web and flicking through photos using gestures - for instance, snapping fingers in front of the screen.
Sony's new "floating interface" is different.
A user's finger will essentially act as a mouse cursor, highlighting a link. Once selected, it can be activated it with a single tap.
Calum MacDougall of Sony Mobile Communications called the phone's technology "a sense of magic".
Wet hands
But not everyone is that optimistic.
Chris Barraclough, devices editor at Mobile Choice magazine, said that it was unclear how popular and practical the feature would be.
"It is certainly an original piece of technology, and may be useful, for instance, when your hands are wet, but we still need to see other practical implications of it," he said.
Although it may seem that the feature could help users eliminate fingerprint smudges that inevitably cover any smartphone screen, Mr Barraclough thinks otherwise.
"I don't think it will really help - just pulling your phone out of your pocket already leaves lots of smudges," he said.

It may be useful, for instance, when your hands are wet, but we still need to see the other practical implications of it” -- Chris Barraclough (Mobile Choice magazine





Thursday, February 16, 2012

TEN Productive Ways to use YouTube beyond the regular stuff !

We watch YouTube almost every day. I mean, even if we didn’t want to there’d be some instances where we need to log in. I’m a bit apprehensive about using YouTube especially at work because most of the times, the things that pop up are NSFW. However, I’m a big fan of YouTube and these tools make sure that we don’t end up in the YouTubeloop, but make things a little more useful, effective and fun for all of us.



1. Download Audio from any YouTube videos the easy way
So you like that new Lady Gaga song and the video is out on YouTube, but you want it as a ringtone for your mobile, and you don’t want to go through the messy process of using a video editing program to rip off the music. What do you do? Use this website, copy paste the URL of the video and let it rip off the music in mp3 format for you. Download it to your cell phone and you’re done. Easy as that.
2. Share particular parts of any YouTube video
Sometimes, we’re just interested only in a certain part of a video. Like 12-26th second of a 5 minute video and while sharing the whole video is what most of us do, the person you’re sharing with might not watch the entire video or he might miss the part you want him to see. So what do you do ? Use Tubechop to select the particular time in the video, slice it up and share the URL is gives with your friends. When your friend clicks on the URL, they see only the selected part in that YouTube video.
3.  Add extra controls to YouTube videos other than the default buttons
If you’re a power YouTube user, you always wanted those extra controls like beyond the play and pause button. This Grease monkey script will grant your wish. Its got a series of additional buttons for that seamless power user experience.
4. Get sing-along lyrics on any YouTube music video
This is a nifty utility for singers and music enthusiasts. What it does is, while your favourite music videos are being played on YouTube, it displays a small window next to it, that will search a database of lyrics and popup the right lyrics for that particular song, so you can sing along. Cool huh ? Download
5. Bookmark, Organize and Save YouTube Videos for later viewing
This is a standalone program for you to save, bookmark and share YouTube videos, much like a personal collection. You can search for videos, save them, bookmark them all from the application and open up for later viewing.
6. How not to show the “Related Videos” pane while watching a video
Many of us would’ve encountered the bad experience of other inappropriate videos popping up in the related videos section while watching an interesting video with our friends on YouTube. There is a simple trick that will keep the related videos from popping up.
In the URL of the original video, just add ‘&rel=0? to the end part and you’re done. Or if the parameter is at ‘&rel=1?, change it to ‘&rel=0?.
7. Play YouTube videos inside the browser, without clutter and in a playlist
Some people like to use YouTube like winamp sometimes, like while at work listening to a list of songs, side by side. And having your YouTube site open can be a bit annoying, especially when your boss is looking over your shoulders. But there is a solution. Grab this Firefoxextension and it lets you add a little sidebar to the browser, where you can queue up an entire list of YouTube videos that will keep playing within the sidebar. Nice !
8. Watch YouTube videos on a slower Internet connection, without breaks
If you’re on a slower internet connection, then watching YouTube videos can be a pain. Frustration and more frustration. In fact, YouTube realizes that this could be a problem, and have alternate methods for you. YouTube has a Feather tool that lets you watch YouTube videos on slower connections. It doesn’t include those items that eat up bandwidth and make YouTube videos slower.
9. Upload more than one video in bulk to YouTube
So if you’re the type who have a lot of uploading to do on YouTube, things can get a bit out of hand. There is a lot of waiting to do for one video before you can do the next upload. So batch uploading is the only way out. And is there a tool that lets you do it? Yes of course – YouTube Universal Up loader.
10.  Create ringtones from YouTube videos in one easy step
Creating ringtones from YouTube videos never was so easy. All you got to do is copy paste the YouTube video URL, mark the portion where the song appears (or the whole video) and click create. The ringtone can be downloaded in various mobile audio formats. Check it out (http://www.tube2tone.com/)


  

Tim Cook’s vision for Apple, and its cash

Apple Event 10/4 Tim Cook iPhonesAt Goldman Sachs’ investor conference Tuesday, Apple CEO Tim Cook gave some rare color on how he views not only his own job as Steve Jobs’ successor, but also his views on the company’s $98 billion cash pile. While he did not make investors’ day by announcing a dividend, he did offer them more insight on his priorities and style of leadership. In short, he’s not planning on changing the company, but neither does he plan on looking backward.
Cook did talk at great length about his view of the potential growth opportunities for the iPhone, iPad and Mac. But just as important for investors who want a clue as to where the company is going in Steve Jobs’ absence, Cook also opened up a bit on how he plans to make his own mark on Apple. He’s very obviously not Steve Jobs, something he’s been repeatedly reminded of by the press and Wall Street since it first became apparent he would likely take the reins from Jobs permanently. And while it’s clear he has learned from Jobs in many ways — peppering his sentences with words like “amazing” and “incredible,” and espousing his belief in the supremacy of Apple’s vision and extreme focus — Cook is passionate about Apple in his own way.
One of the things he takes very seriously is his role as the caretaker of Apple and what Jobs created. He said:
Apple is this unique company, unique culture that you can’t replicate. And I’m not going to witness or prevent the slow undoing of it — because I believe in it so deeply. Steve drilled in all of us over many years that the company should revolve around great products and we should stay extremely focused on a few things rather than so many that we did nothing well. And we should only go into markets where we can make  a significant contribution to society, not just sell a lot of products. Along with keeping excellent as an expectation of everything at Apple, these are the things I focus on.
Sure, we all think of Cook as the spreadsheet-and-numbers nerd, but he is becoming a salesman too: during the Q&A session, he recommended at least three times that listeners go buy an Apple TV.
It’s not a secret that the things that made Jobs tick are not the same for his successor. And Cook, who is a notoriously private person, is starting to show what those things are to company outsiders. For him, it seems, rather than inventing the future or ruminating on big ideas, the big reward for him is winning customers and putting products in people’s hands. “There’s no better thrill than to look at an audience and see people using iPods or iPads,” he said. “These are the things that bring a smile to my face, and there is no subsititue for that.”
Cook’s view on cash
One of the ways Cook may turn out to be different from Jobs is what happens under his watch with the company’s cash and liquid assets. Jobs was very adamant that no dividend or share buybacks or large acquisitions be made, in order to keep Apple totally out of debt and independent should the company hit rough financial waters. Cook has signaled he’s not nearly as extreme in his position — several times, including Tuesday, he’s reminded investors he’s “not religious” about keeping cash or not.
So what is his attitude? He cleared up any ideas that Apple just sits on its pile of cash (or goes swimming in a lake of gold coins like Scrooge McDuck). He noted that the company has spent “billions” on its supply chain, acquisitions, retail operations and company infrastructure:


Yes, we still have a lot. I guess I’m saying we’re judicious. We’re deliberate. We spend our money like it’s our last penny. And I think shareholders want us to do that. They don’t want us to act like we’re rich. We’ve never felt that way — that may sound bizarre, but it’s the truth.
Cook trotted out the same line the company has been using about its cash in the last several years, that the board is “in active discussions” about what to do with it. But this time he admitted that there is more focus than ever “because the balance has risen.” And he made another admission:


We have more cash than we need to run the business on a daily basis. 
With that he asked for patience while the board decides what to do. While it’s not terribly likely he’ll get it, how he’s handling the issue does demonstrate Cook’s style. He’s very much a product of the Apple/Jobs way, but he’s looking ahead and is not opposed to at leastthinking a little differently about the way things have always been done.