Tag Archive for 'presentation'

Climate change: forget the science, it’s real for the market

I recently sat through a two hour presentation on climate change at work. My employer this year (a big four firm) has been mobilising to respond to the market with a climate change solution for our clients - and the things happening are amazing. They want to be first-movers in what is a huge business opportunity. Even through I have had dealings with people on the climate change team, it wasn’t until I sat through this presentation that a few things clicked for me: climate change is real. And I am not talking about the science - it’s real for the market economy.

I wouldn’t be doing any justice if I attempted to explain what I learned, however I will explain something that was a big realisation for me. This guy that spoke is a world expert, and he reckons more has happened in the last eight months of his career regarding climate change than it has in 25 years of his career. To understand why, is to understand the realisation of the markets.

Increasing shareholder value

If it’s one phrase that sums up corporations working within the framework of capitalism, it’s about “increasing shareholder value”. It’s a term that is mocked because we are sick of hearing it, but it essentially explains the market: investors make money by putting their money where they can generate more value for their buck. Value creation is the centre of everything - a start-up company generates value through innovative new products that people buy; a tax agent generates value by reducing your tax expense; a real estate agent generates value because they can sell your property at a higher valuation. In the context of corporations, people make money in companies through returns: a higher share price means a higher value of that share or piece of property. Companies are judged on their profits because more profits reflect a higher return an investor gets from that entity; just like a home being sold, it reflects the additional value they can generate from that piece of property they own.

Profits reflect shareholder returns, which come in two forms.

1) dividends, which are cash payouts from profit distributions to shareholders. An investor wants higher profits, because it means more cash for them on their existing shareholding - it reflects a better return on their investment.

2) retained earnings, which is when a company doesn’t pay the dividend but holds it so they can fund future growth. More profits, means extra cash to invest to generate more growth in the entity, which ultimately means more value. If you buy a share for $1, and the company grows and your share is now $2 - you are a happy chappy because you’ve effectively doubled your money.

How climate change now has a price

Lets say we generate x amount of carbon tons a year. The objective of climate change, is that we can reduce the amount of x with time, and then get to the stage where we can grow sustainably, which means for every x we generate, we can offset that bit of carbon so as to to generate a net of zero on the environment. That’s called sustainable economic growth.

Lets say y is the amount it costs to remove a ton of carbon dioxide. Meaning y represents the expense of generating carbon. So if you times x with y - that equals the amount it will costs to remove the carbon dioxide we generate so that we have a net impact of zero on the environment (or at least, the cost to reduce emissions). If the government forces you to reduce your emissions, like they force you to pay taxes, that expense has now become very real.

How much a ton of Carbon Dioxide will cost is a big issue yet to be settled, but as you can tell y is an important number because it determines how much it costs for you to reduce your carbon footprint. A very conservative estimate is that it costs 25 US dollars to remove 1,000 tonnes of carbon. The reason I say conservative is because more recent evidence suggests it is actually a lot more than that (I think he quoted 40 euros). Using the $25 figure, he said that it will cost us $15 trillion to remove carbon dioxide. There is so much pressure on governments from voters, lobby groups and the like, that governments (like here in Australia) are going to mandate that you offset your carbon emissions each year. The Kyoto agreement is saying a 60% reduction from 1990 levels by 2050 for example.

Now as an investor, I am thinking my investments have a share of the pie of a $15 trillion expense that they have to pay each year. That’s expensive. Expensive stuff reduces my profit. Reducing my profit means lower returns for my investments (ie, lower dividends, lower retained earnings to fund growth). Holy crap - this climate change thing is eroding shareholder value. Crap crap crap - I want to start knowing what my investments are doing to tackle this future expense. I want more accountability, alongside the financial reports that companies are mandated to provide (and which tells us about profit).

And that is exactly what the investors that control $41 trillion dollars - one third of the worlds money -are currently saying.

So much more to say, but I just want to share that point: climate is real economically and the environmental cost is being built into the market mechanism. There are a lot of issues that are yet to be resolved, but you’d be stupid to start ignoring the massive developments occuring, because its getting nearer to an agreement where it will affect every transaction we make in our economies.

John Hagel - What do you think is the single most important question after everything is connected?

I recently was pointed to a presentation of John Hagel who is a renowned strategy consultant and author on the impact the Internet has on business. He recently joined Deloitte and Touche, where he will head a new Silicon Valley research institute. At the conference (Supernova 2007), John outlined critical research questions regarding the future of digital business that remain unresolved, which revolved around the following:

What happens after everything is connected? What are the most important questions?

I had to watch the video a few times because its not possible to capture everything he says in one hit. So I started writing notes each time, which I have reproduced below to help guide your thoughts and give a summary as you are watching the presentation (which I highly recommend).

I also have discovered (after writing these notes - damn it!) that he has written his speech (slightly different however) and posted it on his blog. I’ll try and reference my future postings on these themes here, by pinging or adding links to this posting.
Continue reading ‘John Hagel - What do you think is the single most important question after everything is connected?’

On the future of search

Robert Scoble has put together a video presentation on how Techmeme, Facebook and Mahalo will kill Google in four years time. His basic premise is that SEO’s who game Google’s algorithm are as bad as spam (and there are some pissed SEO experts waking up today!). People like the ideas he introduces about social filtering, but on the whole - people are a bit more skeptical on his world domination theory.

There are a few good posts like Muhammad’s on why the combo won’t prevail, but on the whole, I think everyone is missing the real issue: the whole concept of relevant results.

Relevance is personal

When I search, I am looking for answers. Scoble uses the example of searching for HDTV and makes note of the top manufacturers as something he would expect at the top of the results. For him - that’s probably what he wants to see - but for me, I want to be reading about the technology behind it. What I am trying to illustrate here is that relevance is personal.

The argument for social filtering, is that it makes it more relevant. For example, by having a bunch of my friends associated with me on my Facebook account, an inference engine can determine that if my friend called A is also friends with person B, who is friends with person C - than something I like must also be something that person C likes. When it comes to search results, that sort of social/collaborative filtering doesn’t work because relevance is complicated. The only value a social network can provide is if the content is spam or not - a yes or no type of answer - which is assuming if someone in my network has come across this content. Just because my social network can (potentially) help filter out spam, doesn’t make the search results higher quality. It just means less spam results. There is plenty of content that may be on-topic but may as well be classed as spam.

Google’s algorithm essentially works on the popularity of links, which is how it determines relevance. People can game this algorithm, because someone can make a website popular to manipulate rankings through linking from fake sites and other optimisations. But Google’s pagerank algorithm is assuming that relevant results are, at their core, purely about popularity. The innovation the Google guys brought to the world of search is something to be applauded for, but the extreme lack of innovation in this area since just shows how hard it is to come up with new ways of making something relevant. Popularity is a smart way of determining relevance (because most people would like it) - but since that can be gamed, it no longer is.

The semantic web

I still don’t quite understand why people don’t realise the potential for the semantic web, something I go on about over and over again (maybe not on this blog - maybe it’s time I did). But if it is something that is going to change search, it will be that - because the semantic web will structure data - moving away from the document approach that webpages represent and more towards the data approach that resembles a database table. It may not be able to make results more relevant to your personal interests, but it will better understand the sources of data that make up the search results, and can match it up to whatever constructs you present it.

Like Google’s page rank, the semantic web will require human’s to structure data, which a machine will then make inferences - similar to how Pagerank makes inferences based on what links people make. However Scoble’s claim that humans can overtake a machine is silly - yes humans have a much higher intellect and are better at filtering, but they in no way can match the speed and power of a machine. Once the semantic web gets into full gear a few years from now, humans will have trained the machine to think - and it can then do the filtering for us.

Human intelligence will be crucial for the future of search - but not in the way Mahalo does it which is like manually categorising pieces of paper into a file cabinet - which is not sustainable. A bit like how when the painters of the Sydney harbour bridge finish painting it, they have to start all over again because the other side is already starting to rust again. Once we can train a machine that for example, a dog is an animal, that has four legs and makes a sound like “woof” - the machine can then act on our behalf, like a trained animal, and go fetch what we want; how those paper documents are stored will now be irrelevant and the machine can do the sorting for us.

The Google killer of the future will be the people that can convert the knowledge on the world wide web into information readeable by computers, to create this (weak) form of artificial intelligence. Now that’s where it gets interesting.