Nvidia has recently announced its latest high-end chip, the GH200 Grace Hopper Superchip, which is designed for training AI models at giant scale.
The GH200 is a breakthrough accelerated CPU that combines the NVIDIA Grace™ and Hopper™ architectures using NVIDIA® NVLink®-C2C to deliver a CPU+GPU coherent memory model for AI and HPC applications. The superchip delivers up to 10X higher performance for applications running terabytes of data, enabling scientists and researchers to reach unprecedented solutions for the world’s most complex problems.
The technical bit
The GH200 features 72 cores of Grace CPU outfitted with 480 GB of ECC LPDDR5X memory, as well as the GH100 compute GPU that is paired with 141 GB of HBM3E memory that comes in six 24 GB stacks and uses a 6,144-bit memory interface.
The GH200 also has a new 900 gigabytes per second (GB/s) coherent interface, which is 7X faster than PCIe Gen5, and supercharges accelerated computing and generative AI with HBM3 and HBM3e GPU memory. The GH200 can run all NVIDIA software stacks and platforms, including NVIDIA AI Enterprise, HPC SDK, and Omniverse™.
Nvidia unveils its newest GH200 high-end AI Superchip.
The GH200 is available as part of the NVIDIA DGX GH200, a massive memory supercomputer that fully connects 256 GH200 Superchips into a singular GPU. The DGX GH200 offers 144 terabytes (TB) of shared memory with linear scalability for giant AI models.
The DGX GH200 is a turnkey data centre-class solution that includes integrated software and white-glove services from NVIDIA, from design to deployment, to speed the ROI of AI.
The DGX GH200 is the only AI supercomputer that offers a massive, shared memory space of 144TB across 256 NVIDIA Grace Hopper Superchips, providing developers with nearly 500X more memory to build giant models.
Microsoft has confirmed problems with accessing its Xbox gaming platform and Teams messaging app in the UK and Europe have now been resolved.
More than 1500 people in the UK reported issues with Xbox Live, according to the outage tracker Downdetector.A similar number also said there were problems with the Teams app.
It left some who had purchased the latest game in the Call of Duty series unable to play. But Microsoft said this had since been fixed.
An artificial increase in synthetic network traffic – whatever that is
On X, Microsoft said the services were impacted by ‘an artificial increase in synthetic network traffic’. Could someone please explain to me what this actually means…? Microsoft went on to say: ‘We’ve made configuration changes to remediate impact and after monitoring the service, we’ve confirmed the issue is now resolved.’ Microsoft previously said it had ‘identified some anomalies within our network infrastructure’. Really, what do these explanations actually explain?
Problem unique to UK & Europe
The problem was unique to customers in the UK and Germany, Microsoft had said earlier on Friday, but it was also reported, on social media, that people in Sweden, Finland and Poland had been unable to access services.
There were reports from both of these countries on Downdetector, as well as other European countries.
Dame Alison Rose, the former chief executive of NatWest Group, will lose out on £7.6m after she admitted to discussing the closure of Nigel Farage’s bank account with a BBC journalist.
Another word for getting the sack?
She ‘resigned’ from the banking group in July 2023, after the former Ukip leader complained about a BBC report that claimed his accounts with Coutts, a private bank owned by NatWest, were closed for commercial reasons.
Apology
The BBC later apologised and amended its story, saying that it had checked with a senior source, whom Dame Alison later confirmed was herself, that Mr Farage’s accounts were closed because he fell below Coutts’s wealth threshold.
The Information Commissioner’s Office (ICO) initially suggested that Dame Alison had breached data privacy laws by confirming Mr Farage’s banking arrangements, but later issued a formal apology, saying it was ‘incorrect’ and that it had not investigated her.
‘I’m sorry you didn’t get your full pay deal of £10 million – but I guess £2.4 million will help with Christmas this year’.
Her saga reportedly wiped £850m off the value of NatWest Group. The long-term damage to the bank and banking sector likely hasn’t been fully realised yet.
The U.K. economy flatlined in the third quarter, initial figures showed Friday 10th November 2023.
Gross domestic product (GDP) showed zero quarterly growth in the three months to the end of September 2023, following an increase of 0.2% in the previous quarter. In annual terms, the UK’s Q3 GDP was 0.6% higher than in the same period in 2022.
Services sector output dropped 0.1% on the quarter, but the decline was offset by a 0.1% increase in construction performance, while the production sector flatlined.
U.K. Chancellor of the Exchequer Jeremy Hunt said high inflation remains the ‘single greatest barrier to economic growth’ in the country, with the consumer price index remaining at 6.7% year-on-year in September 2023.
UK economy flatlines as inflation sticks at 6.7% year-on-year as at September 2023.
‘The best way to sustainably grow our economy right now is to stick to our plan and knock inflation on its head’, Hunt reportedly said.
It’s useful to know the government have a plan, even though they were very late to the inflation party! Guess they were sidetracked with all the other parties at No.10!
‘The Autumn Statement will focus on how we get the economy growing healthily again by unlocking investment, getting people back into work and reforming our public services so we can deliver the growth our country needs’.
Up until September 2023, the Bank of England (BoE) raised interest rates 14 consecutive times to try to influence the UK ‘product and service’ price climb.
Red flags
Interest rates are now at a 15-year high of 5.25%, and are expected to remain high for some time to come. Bank Governor Andrew Bailey reportedly said last week it was ‘much too early’ to be considering rate cuts.
Thank you Governor Baily – it so comforting and reassuring to know that the very people who missed the red inflation flags are still in charge of policy.
Transitory?
Remember, the BoE and others originally suggested inflation would be transitory – I suppose it is, if given years to move back down. What did you think was going to happen after all that borrowing and the country crawling back to work after the pandemic.
Nice job guys! Don’t forget to collect your paycheque on the way out!
Moody’s, a credit rating agency, lowered its ratings outlook on the United States to negative from stable.
This means that Moody’s sees a higher risk of a downgrade in the future, which could affect the borrowing costs and confidence of the U.S. government.
Moody’s actions
The main reasons for Moody’s action are the rising deficits and debt levels of the U.S., as well as the continued political polarization that hampers effective policymaking. Moody’s also cited the impact of the Covid-19 pandemic and the recent failures of some U.S. banks as factors that have worsened the environment for the U.S. government and the banking system in general.
Warning!
Moody’s warned that the U.S.’s deficits are likely to remain ‘very large’. It also warned that ‘continued political turmoil or polarization’ in Congress further increases the risk the U.S. will not be able to reach consensus on a fiscal plan to slow the decline in debt affordability‘.
Moody’s still maintains a triple ‘A’ (AAA) credit rating on the U.S. government debt, which is the highest possible rating, but warns of the challenges and uncertainties that the U.S. faces in restoring its fiscal strength and stability.
The ‘AAA‘ rating is at risk.
U.S. government on brink of shutdown, again
The federal government is on the brink of another shutdown, with just a week left for the Republican-led House, Democratic-led Senate and Biden White House to reach a breakthrough on funding.
Fed Chair Jerome Powell reportedly said he and his colleagues remain steadfast in getting policy in line with their 2% inflation target, but ‘we are not confident that we have achieved such a stance’.
He stressed the Fed nevertheless can be cautious as the risks between doing too much and too little have come into closer balance.
Federal Reserve Chairman Jerome Powell reportedly said Thursday 9th November 2023 that he and his fellow policymakers are encouraged by the slowing pace of inflation but are unsure whether they’ve done enough to keep the momentum going.
Inflation battle
Speaking a little more than a week after the central bank voted to hold rates steady, Powell said in remarks aimed at the International Monetary Fund (IMF) gathering in Washington, D.C., that more work could be ahead in the battle against high prices.
The statement comes with inflation still well above the Fed’s long-standing goal but also considerably below its peak levels in the first half of 2022. After 11 U.S. rate hikes, we have witnessed the most aggressive policy tightening since the early 1980s, the FOMC have increased rates from pretty much zero to a range of 5.25%-5.5%.
Those increases have coincided with the Fed’s preferred inflation gauge, the core personal consumption expenditures price index, to fall to an annual rate of 3.7%, from 5.3% in February 2022. The more widely followed consumer price index peaked above 9% in June of last year.
Progress
Powell referenced the progress the economy has made. Gross domestic product (GDP) accelerated at a ‘quite strong’ 4.9% annualised pace Q3 2023, though Powell also said the expectation is for growth to ‘moderate in coming quarters’. He described the economy as ‘just remarkable’ in 2023 in the face of a broad expectation that a recession was inevitable.
Nothing like a massive ‘self-pat’ on the back for a job well-done? Remember the Fed’s initial analysis? IT was for inflation to be ‘transitory’. They didn’t get that right either.
Futures pricing, according to the CME Group, suggested there’s less than a 10% chance that the FOMC will approve a final rate hike at its Dec. 12-13, 2023, meeting, even though committee members in September pencilled in an additional 0.25% rise before the end of 2023.
Impression drawing of Fed Chair. The Fed is ‘not confident’ according to Jerome Powell.
Traders anticipate the Fed will start cutting rates next year, probably around June 2024.
Bitcoin rose to a new high for 2023 on Thursday 9th November 2023 as optimism around a potential Bitcoin ETF approval continued to build.
The price of the Bitcoin rose more than 6% to climb above $37000 for the first time since May 2022. It touched $37900 before drifting back slightly. Ether was little changed but held recent gains and was trading just below the $2000 level.
The rise in the Bitcoin triggered a wave of short liquidation overnight, which aided and propelled crypto prices higher.
Over the past year, cryptocurrencies in general have been desperately searching for a catalyst and the ETF news has been just that. We may witness another big surge when the ETF news fully breaks.
Altcoins
Other crypto assets as well as crypto equities enjoyed the Bitcoin price wave. Solana, one of the biggest outperformers in crypto this year, gained 11%. The tokens related to Cardano and Polygon rose 4% and 3%.
When Bitcoin surges, Ether and other altcoins tend to follow suit. Bitcoin is up over 120% year-to-date, we are seeing many other coins turning bullish now too, and trading volumes are picking up.
ChatGPT, OpenAI’s chatbot is back online after experiencing a brief but major outage Wednesday am, 8th November 2023.
The chatbot began returning errors before 9 a.m. ET, affecting OpenAI’s API users, which are used by more than two million developers. ChatGPT users were also told that ‘ChatGPT is at capacity right now’ and a status page referred to the issue as a ‘major outage’.
‘We’ve identified an issue resulting in high error rates across the API and ChatGPT, and we are working on remediation’, OpenAI shared in a status report at 9:50 a.m. ET.
Full services were restored by about 10:50 a.m. ET.
Nintendo said on Wednesday 8th November 2023 it plans to develop a live-action film of The Legend of Zelda, one of its most popular game franchises.
Nintendo has been encouraged by the success of The Super Mario Bros. Movie which has generated more than $1 billion at the box office since its April 2023 release.
Nintendo shares surged 6% in Japan on Wednesday 6th November 2023 on the Zelda movie news, and after the company raised its sales and profit forecast for the fiscal year.
U.S. citizens now owe $1.08 trillion on their credit cards, according to a new report on household debtfrom the Federal Reserve Bank of New York.
U.S. Household Debt Rises to $17.29 Trillion Led by Mortgage, Credit Card, and Student Loan Balances
Total household debt rose by 1.3% to reach $17.29 trillion in the third quarter of 2023, according to the latest Quarterly Report on Household Debt and Credit.
Mortgage balances increased to $12.14 trillion, credit card balances to $1.08 trillion, and student loan balances to $1.6 trillion.
Auto loan balances increased to $1.6 trillion, continuing the upward trajectory seen since 2011. Other balances, which include retail credit cards and other consumer loans, were effectively flat at $0.53 trillion. Delinquency transition rates increased for most debt types, except for student loans.
Microsoft ended Tuesday’s trading session at a record high of $360.53, following fresh optimism about growth from a key partner in artificial intelligence (AI). The increase gives the company a market value of about $2.68 trillion.
At a tech event on Monday 6th November 2023, Microsoft’s AI partner, OpenAI, announced a batch of updates, including price cuts and plans to allow people to make custom versions of the ChatGPT chatbot.
Microsoft CEO Satya Nadella attended and emphasized that developers building applications with OpenAI’s tools could get to market quickly by deploying their software on Microsoft’s Azure cloud infrastructure.
Microsoft has invested a reported $13 billion in OpenAI, which has granted Microsoft an exclusive licence on OpenAI’s GPT-4 large language model that can generate human-like prose in response to a few words of text.
Fictitious AI robot learning from a digital human online
Last week, Microsoft announced the release of an AI add-on for its Office productivity app subscriptions and an assistant in Windows 11, both of which rely on OpenAI models.
The future is looking bright for Microsoft right now.
In a world first, it was recently reported that artificial intelligence (AI) demonstrated the ability to negotiate a contract autonomously with another artificial intelligence without any human involvement.
Luminance at its London headquarters, demonstrated its AI, called Autopilot, negotiating a non-disclosure agreement in a matter of minutes.
It marks the first time AI has ever negotiated a contract with another AI, with no human involvement.
The only input from a human that is still required, is the signing of the contract.
In a world first, artificial intelligence (AI) demonstrated the ability to negotiate a contract autonomously.
An old well established and trusted tech brand pivoting to AI that has a high dividend yield is IBM, which has been around for more than a century and is known for both its hardware and software products.
IBM is investing heavily in AI, cloud computing, and quantum computing, and has recently acquired several AI start-ups, such as Instana, Turbonomic, and Waeg.
IBM also has a partnership with OpenAI, one of the leading AI research organizations, to provide cloud infrastructure for its AI models.
Investors who love IBM expect the company to grow its earnings by around 10% annually over the next five years. Investors were also impressed with IBM’s dividend yield, which is currently around 4.5%. Dividends are a great way to generate passive income.
IBM is not the only tech company that is pivoting to AI. Google, Microsoft, and Anthropic are competing in the field of generative AI, which can create text, images, music, and more from natural language prompts.
Integrate generative AI
These companies are attempting to integrate generative AI into their products and services, such as search engines, maps, word processors, office applications, chatbots, and more. Generative AI is seen as a game-changer for many industries and applications, and could potentially disrupt the dominance of Big Tech.
Legacy companies can pivot to a platform model, which is a business strategy that connects producers and consumers of value through a digital interface. Platform companies like Facebook, Amazon, Google, and Tencent have created value at stunning rates, and have grown rapidly and own large market shares.
IBM mainframe from the 1970’s
Legacy companies can leverage their existing systems, such as customer relationships, data, and brand recognition, to create platforms that offer impressive and immersive products and services.
Other successful platform pivots are Disney+, which transformed Disney from a media producer to a media platform; Nike+, which connected Nike’s physical products with digital services; and John Deere, which created a platform for precision agriculture.
Elon Musk is one of the most influential and visionary leaders in the field of AI.
He has recently shared his views on how AI will eventually create a situation where no job is needed, and how humans will have to find meaning in life.
Disruptive or force for good?
Elon Musk recently reportedly said that AI will have the potential to become the ‘most disruptive force in history’ and that it will be smarter than the smartest human.
He compared AI to a ‘magic genie’ that would grant unlimited wishes to its owners. He also said that AI will be able to do everything, and that people will not need to work for money, but only for personal satisfaction.
‘AI genie is out of the bottle!’
This is a very optimistic and futuristic vision of AI, but it also raises some important questions and challenges.
How will humans cope with the loss of work and purpose?
How will society and economy function without jobs and income?
How will humans ensure that AI is aligned with their values and interests?
How will humans prevent AI from becoming a threat or a tyrant?
UK AI summit
These are some of the issues that were discussed at the AI Safety Summit 2023 at Bletchley Park in England, where world leaders agreed to a global communique on AI that recognized the potential risks associated with AI.
The summit was attended by, Prime Minister Rishi Sunak, U.S. Vice President Kamala Harris and other tech and business executives, including Elon Musk himself.
Benefit or a disaster waiting to happen?
AI is a powerful technology that can bring many benefits and opportunities to humanity, but it also requires careful and responsible development and regulation. It can bring ‘disaster’ too if not managed constructively.
It is hoped humans and AI can coexist peacefully and harmoniously in the future.
Grok is a neologism (a newly coined word or expression), referenced by Robert A. Heinlein for his 1961 science fiction novel Stranger in a Strange Land. It means to understand something so deeply that you become one with it.
Grok is a term used in computer programming to mean to ‘profoundly understand something‘, such as a system, a language, or an algorithm.
Elon Musk’s Grok
Elon Musk debuts ‘Grok’ AI bot to rival ChatGPT and others. But, ‘Grok’ isn’t quite ready yet for the general public – it still has some learning to do. xAI, Elon Musk’s new AI venture, launched its first AI chatbot technology named ‘Grok’.
The prototype is in its infancy and early stages of training and is only available to a select group of users before a wider release.
Elon Musk debuts ‘Grok’ AI bot to rival ChatGPT and others. But, ‘Grok’ isn’t quite ready yet for the general public – it still has some learning to do…
Musk is positioning xAI to compete with OpenAI, Inflection, Anthropic and others.
Less woke
Grok, the company said, is modelled on‘The Hitchhiker’s Guide to the Galaxy’. It is supposed to have ‘a bit of wit, a rebellious streak’ and it should answer the ‘spicy questions’ that other AI might dodge, according to a statement from xAI.
Grok, the company said, is modelled on ‘The Hitchhiker’s Guide to the Galaxy’.
The company’s published mandate is to build artificial intelligence ‘to advance our collective understanding of the universe’. Musk has previously said that he believes today’s AI makers are bending too far toward ‘politically correct’ systems.
xAI’s mission, it reportedly said, ‘is to create AI for people of all backgrounds and political views’.
Future AI
Self-driving car technology, an AI Chatbot built around humour with access to current public data through X, a robot called Optimus and Musk’s drive for the ‘different’. If you add all this together, X.ai, through Musk, is likely positioning itself for the next big push in AI…
There is some evidence that AI could create the next financial crisis, according to some experts and regulators.
AI scenarios
AI could increase the complexity and opacity of financial markets, making it harder to monitor and prevent systemic risks. For example, AI could enable new forms of market manipulation, fraud, or cyberattacks that could destabilize the financial system.
AI could create feedback loops or cascading effects that could amplify shocks and cause contagion across different sectors and regions. For example, AI could trigger flash crashes or sudden liquidity shortages that could spread rapidly and disrupt market functioning.
AI could create new sources of concentration and interdependence that could increase the vulnerability of the financial system. For example, AI could create a reliance on a few dominant data providers, platforms, or models that could fail or malfunction.
AI bots could take control of a stock trading platform or worse a stock exchange.
These are some of the possible scenarios that AI could create the next financial crisis. However, there are many potential benefits and opportunities that AI could bring to the financial sector, such as enhancing efficiency and innovation and even enhancing easier access and personal financial control for millions of investors and savers.
AI could lead to the next financial crash! It could also enhance personal financial control.
Sam Bankman-Fried, founder of the world’s biggest cryptocurrency exchange, has been found guilty of fraud and money laundering at the end of a month-long trial in New York.
He was accused of lying to investors and customers and stealing billions of dollars from FTX, which went bankrupt in November 2022. He now faces up to 115 years in prison. The jury delivered its verdict after less than five hours of deliberations. His sentencing has been set for 28th March 2024.
Month long trial
The verdict was delivered after a month-long trial that saw three of his former associates, including his ex-girlfriend, testify against him as part of a plea deal. They revealed that Bankman-Fried used customer deposits from FTX to fund his other company, Alameda Research, as well as to buy property and make political donations. He denied the charges and claimed that he acted in good faith and made mistakes due to being overwhelmed by the rapid growth of his businesses.
It concludes a dramatic fall from grace for the 31-year-old former billionaire and one of the most public faces of the crypto industry.
The case has been seen as a major blow to the crypto industry, which has been struggling to recover from the market crash and regulatory scrutiny that followed the FTX collapse. Bankman-Fried was once one of the most prominent and influential figures in the sector, known for his philanthropy and crypto industry innovation.
His downfall has been described as the industry’s greatest cautionary tale.
Verdict
‘Sam Bankman-Fried perpetrated one of the biggest financial frauds in American history – a multibillion-dollar scheme designed to make him the king of crypto’, U.S. attorney Damian Williams said in a statement after the verdict. ‘This case has always been about lying, cheating and stealing, and we have no patience for it’.
Sam Bankman-Fried, founder of the world’s biggest cryptocurrency exchange, has been found guilty of fraud and money laundering at the end of a month-long trial in New York.
Prosecutors had accused Bankman-Fried of lying to investors and lenders and stealing billions of dollars from cryptocurrency exchange FTX, helping to precipitate its collapse. They charged him with seven counts of fraud and money laundering.
He had pleaded not guilty to all the charges, maintaining that, while he had made mistakes, he had acted in good faith.
After the verdict Bankman-Fried’s lawyer Mark Cohen said: ‘We respect the jury’s decision. But we are very disappointed with the result’.
Mr Bankman-Fried reportedly maintains his innocence and will continue to vigorously fight the charges against him.
The Bank of England (BoE) announced its latest interest rate decision on Thursday, 2nd November 2023 to hold the bank rate at 5.25%.
The Bank of England’s (BoE) Monetary Policy Committee (MPC) voted by a majority of 5-4 to maintain Bank Rate at 5.25%, the highest level in 15 years. However, four members preferred to increase the bank rate, to 5.5%.
The MPC also voted unanimously to reduce the stock of UK government bond purchases held for monetary policy purposes by £100 billion over the next twelve months, to a total of £658 billion.
The BoE’s decision was influenced by the weak economic outlook, the high inflation rate, and the uncertainty surrounding the Covid-19 pandemic and the Brexit saga.
The BoE said that the UK economy was likely to contract by 0.5% in Q3 2023, and that underlying growth in the second half of 2023 was also likely to be weaker than expected. The BoE also warned that there was a 50% chance of a recession in the next year (50/50). I think even I could guess with odds at 50/50.
2% target inflation to be hit by Q2 2025
The BoE also said that inflation, which was 6.7% in September 2023, was expected to peak at around 7% in Q4 2023, before falling back to the 2% target by 2025 Q2. The BoE said that the inflation spike was largely driven by temporary factors, such as higher energy and food prices, and that it would not respond to it.
The Bank of England was behind the curve calling it transitory. Can we trust any future forecasts?
The BoE’s decision was in line with the market expectations, as most analysts and investors had predicted that the BoE would keep rates on hold.
The UK supercomputer project is a major initiative by the UK government to boost the country’s capabilities in artificial intelligence, weather forecasting, climate research and other highly important scientific research projects.
The project involves building and connecting two new supercomputers across the UK: Isambard-AI and Dawn.
Dawn will be a new supercomputer cluster at the University of Cambridge, delivered by a partnership with Dell and UK SME StackHPC. It will be powered by over 1,000 Intel chips that use water-cooling to reduce power consumption. It will target breakthroughs in fusion energy, healthcare and climate modelling.
The UK supercomputer project is part of a £300 million investment from the government to create a new national Artificial Intelligence Research Resource for the country. The project is expected to be completed by summer 2024.
The investment comes as the UK hosts an AI safety summit in Bletchley Park, home of World War II codebreakers.
These announcements are all part of the £1 billion supercomputer plan launched in May 2023.
The U.S. central bank has held its key interest rate at its current 22-year high as it seeks to stabilise price increases, which had recently reached near-record levels.
The Federal Reserve’s rate remains at 5.25%-5.5%.
The bank has been raising interest rates in an attempt to tame the economy and slow inflation, (the rate at which prices rise). Recent data showed the U.S. economy grew faster than expected.
Raising interest rates is a way for central banks tackle rising inflation. The idea is that by raising interest rates and making it more expensive to borrow, consumers will spend less and that would lead to slower price rises. In the U.S. however, the consumer is not slowing down. This may lead to higher rates, or higher for longer which in turn could push the U.S. into a recession.
The bank had faced criticism, with some suggesting that holding interest rates at higher levels could put the U.S. economy at risk of entering a recession.
If the Israel-Hamas conflict further intensifies, the risks to the global economy are growing, economist Mohamed el-Erian reportedly said Monday 30th October 2023.
The impact on global markets was initially limited, as investors viewed the conflict as contained. However, the prospect of a regional spillover has added to a sense of unease.
‘The longer this conflict goes on, the more likely it will escalate. The higher the risk of escalation, the higher the risk of contagion to the rest of the world in terms of economics and finance’, el-Erian said.
Central banks, 18 months ago got it fundamentally wrong and they got it wrong on many other occasions too.
So why take any notice?
The Fed and other central banks insisted that inflation would be ‘transitory’ – it wasn’t. It reached 7%. That’s 5% above the target of 2%.
Along with the misdiagnosis on prices, Fed officials, according to projections released in March 2022, collectively saw the key interest rate rising to just 2.8% by the end of 2023. It is now 5.25%.
The Great Depression (1929–1939) was an economic bomb that affected countries across the world. It was a period of severe economic depression after a major fall in stock prices in the United States. It began around September 1929 and led to the Wall Street stock market crash on 24th October 1929 (Black Thursday). See Wikipedia article here.
It was the longest, deepest, and most widespread depression of the 20th century.
The Great Depression of 1929
The Great Inflation
The Fed pursued an overly expansionary monetary policy in the 1960s and 1970s, which fueled high inflation and eroded the value of the dollar. The Fed also underestimated the impact of oil shocks and other supply shocks on inflation and was slow to tighten monetary policy to restore price stability. The Fed eventually raised interest rates sharply in the late 1970s and early 1980s, which triggered a severe recession. And in1991 inflation surged to 8.5%.
The Great Recession
The Fed likely contributed to the build-up of financial imbalances and excessive risk-taking in the 2000s, (Dotcom bubble) – by keeping interest rates too low for too long and by failing to adequately supervise and regulate the financial system.
The Fed likely contributed to the build-up of financial imbalances and excessive risk-taking in the 2000s
The Fed also reacted too slowly to the emerging signs of distress in the housing market and the financial sector and was unprepared for the global financial crisis that erupted in 2008. Remember, ‘sub-prime’ lending. We can see signs of similar stress in the U.S. car loan market now.
The Fed and other central banks including the Bank of England initially underestimated the severity and duration of the pandemic and its impact on the economy. The Fed also overestimated the transitory nature of inflation, which surged to a 30-year high in 2021 due to supply chain disruptions, pent-up demand, fiscal stimulus, and base effects. The Fed maintained an ultra-accommodative monetary policy stance for too long, despite mounting evidence of overheating and inflationary pressures.
The Fed finally raised interest rates by 0.75% in December 2022, but faced criticism for being behind the curve and for communicating poorly with the markets.
Transitory inflation
The Fed said inflation would be transitory in 2021 and 2022. The Fed used this term to describe the higher-than-normal prices that emerged during the Covid-19 economic crisis, which were expected to be temporary and not part of a long-term trend. The Fed attributed the inflation surge to factors such as supply chain bottlenecks, pent-up demand, fiscal stimulus, and base effects.
The Fed also said that it would let inflation run above its 2% target for some time, to achieve an average inflation rate of 2% over time. However, as inflation remained high and persistent in 2021 and 2022, the Fed faced criticism for being behind the curve and for communicating poorly with the markets. The Fed eventually raised interest rates.
And now, much of the same. The Fed is again ‘tinkering’ with policy to manage ‘transitory’ inflation and will most probably engineer a recession as a result.
The amount of U.S. debt is a complex and controversial topic that has different perspectives, implications and opinion.
According to the U.S. Treasury Fiscal Data, the national debt of the United States was $33.52 trillion as of 23rd October 2023.
This includes both the debt held by the public, which is the amount the federal government owes to outside entities such as foreign governments, corporations, and individuals, and the debt held by federal government accounts, which is the amount the federal government owes to itself, such as trust funds and special funds.
Is U.S. debt a problem?
Some argue that the U.S. debt is a problem because it increases the risk of a fiscal crisis, reduces the government’s ability to respond to emergencies, imposes a burden on future generations, and lowers the nation’s creditworthiness.
Others contend that the U.S. debt is not a problem because the U.S. can always print more money, (isn’t this why there is so much debt already)? Borrow at low interest rates, (not easy in the current climate), stimulate economic growth, and benefit from its status as the world’s reserve currency.
So, is U.S. debt a problem or not? It depends on various factors such as the size, composition, and sustainability of the debt, as well as the economic and political context in which it operates.
Most analysts and policymakers agree that the U.S. debt is projected to grow faster than the economy in the long-term, which could pose significant challenges for fiscal policy and economic stability. Therefore, it is important to understand the causes and consequences of the U.S. debt and to find solutions that balance the trade-offs between spending and income.
Debt in relation to GDP
The U.S. debt of GDP was estimated to be around 120% to 130% in 2023.
The U.S. debt of GDP is the ratio of the total public debt of the United States to its gross domestic product (GDP), which measures the size of the economy.
Apple and generative AI technology is a topic that has been generating a lot of interest and speculation lately.
According to various reports, Apple is working on developing its own large language model and chatbot, which could potentially enhance its products and services with new features and capabilities. However, some analysts and experts have also raised questions about whether Apple has missed an opportunity to be a leader in the generative AI field, as it seems to be lagging behind its competitors such as Google, Microsoft, and OpenAI.
Apple uses AI in its products but hasn’t launched a generative AI product along the lines of OpenAI’s ChatGPT or Google Bard. Instead, Apple’s AI is used for improving photos and autocorrecting text.
$1 billion per year plan
Apple is on track to spend $1 billion per year on developing its generative artificial intelligence products, Bloomberg reported.
Apple is looking to use AI to improve Siri, Messages and Apple Music.
The spending comes as the company plays catch-up to some competitors who have already debuted new AI products and features, such as Google, Microsoft and Amazon.
Apple was caught flat-footed when ChatGPT and other AI tools took the technology industry by storm.
Generative AI
Generative AI is a subfield of artificial intelligence that focuses on creating content such as text, images, videos, music, and more, based on data and algorithms. One of the most popular examples of generative AI is ChatGPT, a chatbot that can respond to questions and other prompts in a natural and human-like way.
Watercolour artwork impression – ChatGPT was released by OpenAI in 2022, and since then, it has been widely used and improved by various companies and researchers.
ChatGPT was released by OpenAI in 2022, and since then, it has been widely used and improved by various companies and researchers.
Apple slow response
Apple, on the other hand, has been relatively quiet about its generative AI efforts, until recently. In October 2023, Bloomberg reported that Apple was internally testing a ‘ChatGPT-like’ chatbot nicknamed ‘Apple GPT’, but it had not devised a clear strategy for releasing generative AI tools to the public. Apple’s CEO Tim Cook also confirmed that the company was working on generative AI for years, but it was approaching it ‘really thoughtfully and think about it deeply’ because of the potential risks and challenges.
Potential challenges Apple faces in developing and deploying generative AI
Privacy
Apple has always been more cautious than its competitors in handling user data, and it has built its reputation on being a privacy-focused company. However, generative AI requires a lot of data to train and improve its models, which could pose a dilemma for Apple. How can it balance the need for data with the respect for user privacy? How can it ensure that its generative AI does not leak or misuse personal information?
Design
Apple is known for its elegant and intuitive design philosophy, which applies to both its hardware and software products. However, generative AI is a complex and unpredictable technology, which could challenge Apple’s design principles. How can it make its generative AI features easy to use and understand for its customers? How can it avoid confusing or misleading users with its generative AI outputs?
Ethics
Apple has always been mindful of the social and ethical implications of its products, and it has often taken a stance on issues such as human rights, environmental sustainability, and diversity. However, generative AI could raise new ethical concerns, such as bias, misinformation and manipulation. But then that is a common problem for all generative AI systems.
Generative AI could raise new ethical concerns, such as bias, misinformation and manipulation.
These are some of the questions that Apple needs to answer before it can launch its generative AI products to the public. It is possible that Apple is taking its time to address these issues carefully and thoroughly, as it has done in the past with other technologies such as Face ID or Apple Pay. However, it is also possible that Apple has missed an opportunity to be a pioneer in the generative AI field, as it has done in the past with other technologies such as smart speakers or cloud computing.
While Apple is working on its generative AI projects internally, its competitors are already offering generative AI.
Google
Google has integrated its large language model LaMDA into various products and services, such as Google Assistant, Google Photos, Google Docs, Google Translate etc. LaMDA can generate natural and conversational responses to any query or prompt, as well as create images and videos based on text descriptions.
Microsoft
Microsoft has acquired OpenAI’s ChatGPT technology and made it available through its Azure cloud platform. ChatGPT can be used by developers and businesses to create chatbots, voice assistants, content generators, and more. Microsoft has also integrated ChatGPT into some of its products such as Outlook, Teams, PowerPoint, and more.
Amazon
Amazon has launched Alexa Conversations, a feature that allows Alexa users to have more natural and engaging conversations with the voice assistant. Alexa Conversations can also leverage Amazon’s vast e-commerce data to provide personalized recommendations and suggestions to users.
These are just some examples of how generative AI is being used by Apple’s competitors.
Robot chatting to human chatbot online
Apple has missed an opportunity to be a leader in the generative AI field by being too slow or too cautious in developing and deploying its own generative AI products.
However, it is highly likely that Apple is waiting for the right moment to surprise everyone with its innovative and unique generative AI features that will set it apart from its competitors.
Warren Buffett is one of the most successful investors in the world, but he is also one of the most vocal critics of Bitcoin.
He believes Bitcoin is not a productive asset and does not produce anything tangible. He compares Bitcoin to farmland or apartment houses, which generate rent and food, while Bitcoin only relies on the demand and supply of the market.
He thinks Bitcoin is not a durable means of exchange and not a store of value. He argues that Bitcoin is too volatile, too unpredictable, and too susceptible to fraud and manipulation.
He says Bitcoin is bad for civilization and attracts charlatans. He believes that Bitcoin is used for illicit activities, such as money laundering and tax evasion, and that it lures people into scams and speculation.
Opinion not all agree
These are some of the opinions that Warren Buffett has expressed about Bitcoin over the years. However, not everyone agrees with him, and some people think that he is missing out on a revolutionary technology that could change the world.
What do you think? Is he right; or is it a revolutionary technology that is changing our world?
Watch out for the Bitcoin EV revolution that is about to take off!
London has regained its status as Europe’s largest stock market from Paris, boosted by rising crude oil prices.
The combined market capitalization of primary listings in London but excluding ETFs and ADRs, is now $2,888.4 billion versus Paris’s $2,887.5 billion, as of 19th October, 2023.
London had lost its position as Europe’s biggest stock market in November 2022, extending a decline that started with Britain’s vote to leave the European Union in 2016.
London market
The London market, which has a large exposure to commodity stocks, such as Shell and BP, has outperformed recently due to the surge in oil prices, which reached a seven-year high this month.
Paris, on the other hand, has been weighed down by the slump in luxury stocks, such as LVMH and Kering, which have been hit by China’s crackdown on consumption and corruption.
