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Douglas Davenport

From Chalkboards to Chatbots: The Classroom's Transformative Evolution

Mad Hedge AI

The classroom, once a static space defined by chalkboards and textbooks, is on the cusp of a profound transformation. Artificial Intelligence (AI), once the realm of science fiction, is rapidly becoming an integral part of education, promising to reshape the learning experience for both students and teachers. As we embark on this journey into the AI-enhanced classroom of the future, it is essential to explore the potential benefits, challenges, and ethical considerations that lie ahead.

Personalized Learning: Empowering Every Student

One of the most exciting prospects of AI in education is the potential for truly personalized learning experiences. Traditional classrooms often struggle to cater to the diverse needs and learning styles of every student. AI has the power to change that.  

Imagine a classroom where each student has an AI-powered learning companion, tailoring lessons and activities to their individual strengths, weaknesses, and interests. Struggling students could receive additional support and practice, while advanced learners could be challenged with more complex material. AI could also provide real-time feedback, helping students identify areas for improvement and track their progress over time.

Several educational platforms are already experimenting with personalized learning. For example, DreamBox Learning uses AI to adapt math lessons to individual students, providing personalized instruction and feedback. Carnegie Learning's MATHia platform uses AI to identify student misconceptions and provide targeted interventions.

Intelligent Tutoring: Expanding Access to Support

AI-powered tutoring systems hold the promise of providing personalized support to students beyond the classroom. These systems could be available 24/7, offering students help with homework, test preparation, and concept clarification whenever they need it.

AI tutors could also leverage natural language processing and machine learning to understand student questions and provide relevant explanations. They could adapt their teaching styles to individual students, offering different approaches to explain complex concepts.

Several AI tutoring systems are already in use. For example, Khan Academy offers free online courses and personalized practice exercises. Carnegie Learning's Mika platform provides personalized tutoring and feedback to students.

Automated Grading and Feedback: Freeing Up Teacher Time

Grading assignments and providing feedback can be a time-consuming task for teachers. AI has the potential to automate many of these routine tasks, freeing up teachers to focus on more meaningful interactions with students.

AI-powered grading systems can analyze student work, provide feedback on grammar and mechanics, and even assess higher-order thinking skills. This could allow teachers to spend more time providing individualized support to students, designing engaging lessons, and collaborating with colleagues.

Several tools are already available to help teachers with automated grading and feedback. For example, Gradescope uses AI to help grade assignments and provide feedback to students. Turnitin uses AI to check for plagiarism and provide feedback on originality.

Data-Driven Insights: Informing Instruction and Decision-Making

AI can also help teachers and administrators gain valuable insights into student learning. By analyzing data on student performance, engagement, and behavior, AI can help identify students who may be struggling or at risk of falling behind. This information can be used to provide targeted interventions and support to those students.

AI can also help teachers identify areas where their instruction may be ineffective or where students are struggling to grasp key concepts. This information can be used to adjust lesson plans, provide additional support, and ensure that all students are on track to succeed.

Several learning analytics platforms are already available to help teachers and administrators gain insights into student learning. For example, Google Classroom provides teachers with data on student engagement and performance. Microsoft Teams for Education offers similar features, as well as tools for collaboration and communication.

Immersive Learning Experiences: Engaging and Inspiring Students

AI has the potential to create immersive and engaging learning experiences that go beyond the traditional classroom. Virtual reality (VR) and augmented reality (AR) technologies can transport students to different times and places, allowing them to explore historical events, scientific phenomena, and cultural landmarks in a whole new way.

AI-powered simulations and games can provide students with hands-on experiences that would be impossible or impractical in a traditional classroom. These experiences can help students develop problem-solving skills, critical thinking, and creativity.

Several companies are already developing immersive learning experiences using AI and VR/AR technologies. For example, Google Expeditions allows students to take virtual field trips to different parts of the world. Labster offers virtual science labs where students can conduct experiments and explore scientific concepts.

Challenges and Ethical Considerations

While the potential benefits of AI in education are significant, there are also challenges and ethical considerations that must be addressed.

One of the main challenges is ensuring that AI is used equitably and does not exacerbate existing educational disparities. It is important to ensure that all students have access to AI-powered tools and resources, regardless of their socioeconomic background or location.

Another challenge is ensuring that AI is used ethically and responsibly. It is important to ensure that AI algorithms are transparent and unbiased, and that student data is protected and used appropriately.

Finally, it is important to ensure that AI does not replace the human connection in education. While AI can provide valuable support and insights, it is essential that teachers remain at the heart of the learning experience. AI should be used to enhance, not replace, the role of teachers in inspiring and guiding students.

The Road Ahead

The future of the AI-enhanced classroom is full of possibilities. AI has the potential to transform the way students learn, teachers teach, and schools operate. By embracing AI and addressing the challenges and ethical considerations, we can create a future where all students have the opportunity to reach their full potential.

As we move forward, it is important to continue researching and developing AI-powered educational tools and resources. We must also ensure that teachers and administrators are trained in the effective use of AI in the classroom. By working together, we can create a future where AI empowers every student to learn, grow, and succeed.

 

https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png 0 0 Douglas Davenport https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png Douglas Davenport2024-08-26 17:16:362024-08-26 17:16:36From Chalkboards to Chatbots: The Classroom's Transformative Evolution
april@madhedgefundtrader.com

August 26, 2024

Tech Letter

Mad Hedge Technology Letter
August 26, 2024
Fiat Lux

 

Featured Trade:

(LET IT SNOW)
(SNOW), (NVDA)

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april@madhedgefundtrader.com

Let It Snow

Tech Letter

Some might believe that there are no more growth companies out there in the tech sector.

Innovation has been dragging its heels for quite some time.

Shouldn’t we have put someone on Jupiter yet?

Tech is still very much in the software revolution.

Screens and iPads have been the devices that have allowed software companies to print money.

Then came the monopolistic stranglehold of big tech like Google and Amazon that has really crushed the small guy.

However, there is still room to flourish for smaller companies that are punching above its weight like Snowflake (SNOW), a software company, renowned for its data cloud platform which houses a global network designed to maximize its cloud potential.

This platform allows thousands of organizations to manage their data concurrently, providing both scale and performance.

Snowflake’s unique platform allows thousands of organizations to manage their data with extensive storage and computing power.

Key features of the platform include data storage, processing, and analytic solutions that run faster than traditional systems.

SNOW disappointed in its sales outlook which is why the stock cratered in the short-term, but I do believe this is a buy-the-dip opportunity for the objective investor.

It assured investors that results weren't affected by AT&T's recent data breach or the Crowdstrike outage.

Deceleration is never a term shareholders want to hear from a public company.

The reason for the slowdown is that other companies are beginning to pull back their budgets.

Snowflake’s data warehouse also competes with platforms operated by larger technology giants such as Amazon’s (AMZN) Redshift and Alphabet’s (GOOGL) BigQuery.

These companies could challenge Snowflake’s unique usage-based pricing model as compared to traditional subscription-based pricing.

Lastly, the company still has not turned profitable, leading investors to question the sustainability of the company’s business model.

The company is actively expanding its capabilities in new ways.

Snowflake has developed its own Large Language Model (LLM) called Arctic, which has outperformed other LLM models in various benchmarks, such as Meta Platforms’s (META) Llama.

Furthermore, the company is also enhancing its capabilities through a strategic partnership with Nvidia (NVDA) which aims to provide its customers with a platform designed to boost AI productivity, thereby enhancing business performance.

These 10 new features will provide new revenue streams and more users, re-accelerating Snowflake’s year-on-year revenue growth.

Snowflake’s focus on ramping up its AI offerings displays its commitment to maintaining its leadership in the data warehousing sector.

I do believe that SNOW is worth a look.

It’s true that competition will be a rough ride with the likes of big tech looking to outmuscle SNOW.

That is a serious risk to the long-term viability of the business model and I am not downplaying this risk.

At a $40 billion market cap, the stock definitely screams small company.

However, I do believe there is more room to run to the upside, but the growth is definitely limited.

I think at $115 per share, it is worth a trade and the next pop would be a great time to take profits.

Much of the rate hikes have been discounted into the price of shares so I do believe they will need to show us more than just give them the benefit of the doubt.

 

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april@madhedgefundtrader.com

August 26, 2024 - Quote of the Day

Tech Letter

“Price is what you pay, value is what you get.” – Said Investor Warren Buffett

 

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april@madhedgefundtrader.com

August 26, 2024

Jacque's Post

 

(WILL NVIDIA’S EARNINGS JUICE THE MARKET, PUT IT TO SLEEP OR TANK IT?)

August 26, 2024

 

Hello everyone

 

Week ahead calendar

Monday Aug. 26

8:30 a.m. Durable Orders (July)

Previous: -6.6%

Forecast: 4%

10:30 a.m. Dallas Fed Index (August)

 

Tuesday Aug. 27

9:00 a.m. FHFA Home Price Index (June)

9:00 a.m. S&P500 /Case Shiller Home Price Indices (June)

10:00 a.m. Consumer Confidence (August)

10:00 a.m. Richmond Fed Index (August)

9:30 p.m. Australia CPI Indicator

Previous: 3.8%

Forecast: 3.4%

 

Wednesday Aug. 28

No notable economic data.

Earnings:  Nvidia, Bath & Body Works, J.M. Smucker, Salesforce, CrowdStrike, NetApp, HP

 

Thursday Aug. 29

8:30 a.m. Continuing Jobless Claims (08/17)

8:30 a.m. GDP second preliminary (Q2)

8:30 a.m. Initial Claims (08/24)

8:30 a.m. Wholesale Inventories preliminary (July)

10:00 a.m. Pending Home Sales Index (July)

Earnings:  Campbell Soup, Best Buy, Dollar General, Autodesk, Ulta Beauty, Lululemon Athletica

 

Friday Aug. 30

8:30 a.m. PCE Deflator (July)

8:30 a.m. Personal Consumption Expenditure (July)

Previous:  2.6%

Forecast: 2.6%

8:30 a.m. Personal Income (July)

9:45 a.m. Chicago PMI (August)

10:00 a.m. Michigan Sentiment final (August)

 

This week is dominated by Nvidia earnings which are out Wednesday. 

They will be closely watched as a guide to the direction of the whole sector, and the market as a whole.

On Aug. 5 we saw Nvidia shares fall as low as $90.69 per share amid a broader market sell-off, as well as reports of delays on its Blackwell chips.  (Here, I told everyone to add weight).  Now, they’ve surged more than 40%, to about $125 per share currently, as traders rushed to buy the dip.

CEO, Jensen Huang has revealed that the newest generation of its chips cost around $10 billion in research and development.  Now, that is a huge barrier to entry for any competitor. 

There are high expectations ahead of these results, so there is a possibility that the stock and the market could either act benignly to Nvidia’s numbers or dive.

Also noteworthy of attention this week is the July personal consumption expenditures price index (PCE).  The numbers here could show that the Federal Reserve is well on its way to its 2% inflation objective, as the central bank prepares to cut rates in September – an action that Chair Jerome Powell last Friday indicated in his Jackson Hole speech.

“The time has come for policy to adjust…the direction of travel is clear, and the timing and pace of rate cuts will depend on incoming data, the evolving outlook, and the balance of risks.”

A softer inflation print implies investors can turn their attention to the labour market – next month’s job’s report, which could determine whether the Fed lowers rates by a quarter or half-percentage point in September.

Markets are currently pricing in the likelihood the key overnight lending rate will fall one percentage point by the end of the year to a range 4.25% - 4.5%.

Wall Street is bullish.  But the journey from now until the end of the year may be fraught with turbulence, and high drama.  Don’t forget we are in a seasonally weak period for stocks, and we are also heading into the U.S. presidential election.  Add to that the ongoing geopolitical risks around the globe. 

By and large, Wall Street is still shrugging its shoulders at world events and mapping out its own path. 

But black swans are always lurking: what if the Fed back peddles on a 50pt rate cut, and what if the conflicts around the world escalate?  And what if we are blindsided by something that is totally out of left field?

As I highlighted in an earlier post from a piece entitled – think backwards: think what can go wrong and then take steps to shore up your world against sudden shocks.  Even more importantly, check your behaviour, and know what action to take after a shock takes place. 

 

MARKET UPDATE

S&P500

We are still in an uptrend, but exhaustion is approaching.  In the short term, the market’s strong rally from its 5,119 corrective Wave 4 low of October 5 is nearing completion and could well peak in the short term.

Then we are at a juncture.  Either the market will correct to a Wave ii of Wave 5, enabling this final fifth wave advance to subdivide and extend considerably further over coming weeks/months before the bull market is exhausted, or it will mark the completion of Wave 5 itself, ushering in a bear market. 

I am inclined to favour the former and am looking for the market to reach our H & S target of 5,735 or even rally towards 6,000 before exhaustion.

GOLD

The yellow metal continues in an uptrend after it showed a sustained break through the $2,500 level.

Support = $2,470/$2,500

Targets = mid $2,500’s and then on to $2,670.

BITCOIN

It’s possible to interpret a completed corrective structure here, which should enable the resumption of the coin’s uptrend.

Support= around $62,700/$61,500

Next Resistance = around $69,300

 

QI CORNER

 

 

PSYCHOLOGY CORNER

If It Fits, Take It

Take every setup that fits your system when it crosses your path.  No amount of over-analysis will tell whether it really will work or not, but as long as it fits your setup, it’s good to take.  When we over-scrutinize well-fitting setups, we create tension and anxiety.  Take every opportunity that fits and allows you to trade in harmony with the market and put your faith in your setup, not your overly critical mind.

 

Know When to Cash Out

Regardless of whether you have a great analysis of what you think the market is going to do, you must develop a clear plan for exiting a trade a winner.  Without a clear trigger, many traders will hold on, expecting (and hoping) the market will move in the direction their analysis indicated.  The problem is the market doesn’t always go in the way well-thought-out analysis said it would.  Have a trigger in place to take your profits rather than let the market deliver a clear exit sign.

 

HISTORY CORNER

 

 

A period of Great Inflation lasted from 1965-1982.

Over the nearly two decades it lasted, the global monetary system established during World War II was abandoned, there were four economic recessions, two severe energy shortages, and the unprecedented peacetime implementation of wage and price controls.  Siegel saw it as “the greatest failure of American macroeconomic policy in the postwar period.”

But out of failure can also come change, and that became evident in macroeconomic theory, and the rules that today guide the monetary policies of the Federal Reserve and other central banks around the world.  If the Great Inflation was a consequence of a great failure of American macroeconomic policy, its conquest should be counted as a triumph.

 

 

 

 

 

SOMETHING TO THINK ABOUT

“He who buys what he does not need steals from himself.” – Swedish Proverb

 

 

Cheers

Jacquie

https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png 0 0 april@madhedgefundtrader.com https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png april@madhedgefundtrader.com2024-08-26 12:00:562024-08-26 15:21:20August 26, 2024
april@madhedgefundtrader.com

Trade Alert - (TSLA) August 26, 2024 - BUY

Trade Alert

When John identifies a strategic exit point, he will send you an alert with specific trade information as to what security to sell, when to sell it, and at what price. Most often, it will be to TAKE PROFITS, but, on rare occasions, it will be to exercise a STOP LOSS at a predetermined price to adhere to strict risk management discipline. Read more

https://www.madhedgefundtrader.com/wp-content/uploads/2016/02/Alert-e1457452190575.jpg 135 150 april@madhedgefundtrader.com https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png april@madhedgefundtrader.com2024-08-26 10:35:322024-08-26 10:35:32Trade Alert - (TSLA) August 26, 2024 - BUY
april@madhedgefundtrader.com

August 26, 2024

Diary, Newsletter, Summary

Global Market Comments
August 26, 2024
Fiat Lux

 

Featured Trade:

(MARKET OUTLOOK FOR THE WEEK AHEAD or BEWARE THE NEXT BLACK SWAN) plus (REVISITING UKRAINE),
(SPY), ($INDU), ($COMPQ), (FXI), (COPX), (NVDA), (GM), (GOOG), (FCX), (UUP), (FXE), (FXB), (FXC), (FXA)

https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png 0 0 april@madhedgefundtrader.com https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png april@madhedgefundtrader.com2024-08-26 09:04:002024-08-26 11:33:13August 26, 2024
april@madhedgefundtrader.com

The Market Outlook for the Week Ahead, or Beware The Next Black Swan

Diary, Newsletter

The summer is winding down and I view it as a huge success.

I ended up using all 20 of my vintage Hawaiian shirts, which I often get compliments on. I don’t tell people I bought them when they were new. My dry cleaner thought she died and went to Heaven.

Now that an interest rate cut is a sure thing, what happens next? This is the first bull market in history not preceded by an interest rate cut. It might pay us to review how much markets have really gone up in such a short amount of time.

Since the pandemic low, the Dow Average ($INDU) is up 116%, the S&P 500 (SPY) 181%, and the NASDAQ a positively ballistic 262%. Just since the October 26 low, the Dow Average ($INDU) is up 44%, the S&P 500 (SPY) 60%, and the NASDAQ a positively ballistic 86%.

And you want more?

So, what happens now when we get the first interest rate cut in five years? Another new bull market?

Maybe.

Dow 240,000 here we come.

Mad Hedge Fund Trader
enjoyed a meteoric performance run so far in 2024, even dodging a bullet from the August 5 Nonfarm Payroll black swan. Whenever that happens, I start to get nervous. So I thought I’d make a list of potential black swans on our horizon that could upset the apple cart.

1) NVIDIA (NVDA) reports, earnings disappoint, and revises down its spectacular forward guidance citing that the AI boom has become overheated. I give this maybe a 5% probability, but even a good report could mark a market top.

2) The September 6 Nonfarm Payroll Report comes in too hot, and Jay Powell does NOT cut interest rates on September 18. This would be worth a very quick 10% correction and a retest of the (SPY) $510 August low. I give this maybe a 30% probability. The market now considers a rate cut a 100% certainty, which is always dangerous.

3) Jay Powell cuts interest rates on September 18, but only by 25 basis points. If he does this in the wake of an awful September 6 Nonfarm Payroll Report and a jump in the headline Unemployment Rate, we would similarly get a 10% correction and a retest of the (SPY) $510 August low.

4) The calendar alone could give us a correction. The biggest selloffs of both 2022 and 2023 both ended in mid-October. Is history about to repeat itself? Or at least rhyme?

5) The war in the Middle East expands when Iran attacks Israel again. For most American traders the map of the world ends on the US coasts. So even if this happens it’s not worth more than a 4% correction.

Of course, it’s the black swans you don’t see coming that really hurt. That’s why they’re called black swans. Who saw the 9/11 terrorist attacks coming? The 2014 flash crash? The pandemic?

I landed in London on the eve of the big event of the year. No, it was not the King Charles III coronation.

It was the Taylor Swift Eras concert. Thousands of ecstatic Americans crossed the pond to catch the show. I actually thought about going to Wembley Arena to watch her. The last time I had been there was in 1985 for the Live Aid concert. Before that, it was the Beach Boys and Rod Stewart in 1977, which I recently reminded Mike Love about.

But at $1,000 a ticket to get crushed by a crowd of 100,000 I decided to give it a pass. Better to give these old bones a break and catch her on iTunes for free.

But I did get a chance to grill a card-carrying Swifty about the mysterious attraction while waiting at the Virgin Atlantic first-class lounge on the way back to San Francisco.

First of all, she loved the music. But it’s more than just music. More importantly, she admired an independent woman who wrote her own songs and became a billionaire purely through her efforts.

Maybe there will be more strong, independent women in our future.

 

 

So far in August, we are up by +2.67%. My 2024 year-to-date performance is at +33.61%. The S&P 500 (SPY) is up +18.23% so far in 2024. My trailing one-year return reached +52.25. That brings my 16-year total return to +710.24. My average annualized return has recovered to +51.91%.

I executed no trades last week and am maintaining a 100% cash position. I’ll text you next time I see a bargain in any market. Now there are none.

Some 63 of my 70 round trips, or 90%, were profitable in 2023. Some 49 of 66 trades have been profitable so far in 2024, and several of those losses were break-even. That is a success rate of +74.24%.

Try beating that anywhere.

Jay Powell Says the Time to Adjust Policy is Here, and that much progress has been made toward the 2% inflation target and a sustainable path to get there is in place. Stocks had already front-run the move, but bonds liked it. The path is now clear for a September rate cut, but how much?

Where did the 818,000 Jobs Go? 50 states compiling data in 50 different ways on differing time frames is going to generate some big errors like this one. That means monthly job gains fell from 250,000 to 175,000. Is the message that the Fed waited too long to cut rates?

Weekly Jobless Claims Fall to 233,000, down a whopping 17,000, but how real is it in the wake of this week’s 12-month revision? The report comes with Wall Street on edge amid signs that job growth is slowing and even signaling a potential recession on the horizon. Jobless claims have been trending higher for much of the year, though still remain relatively tame

$6 billion Poured into US Equity Funds Last Week, bolstered by bets of a Federal Reserve rate cut in September and easing worries about a potential downturn in economic growth. That is the largest weekly net purchase since July 17. A benign inflation report last week and the Fed meeting minutes on Wednesday, indicating a potential rate cut in September, boosted investor appetite for risk assets.

Mortgage Rates Hit New 2024 Low. The average for a 30-year, fixed loan was 6.46%, down from 6.49% last week. Borrowing costs are down significantly after topping 7.48% earlier this year, giving house hunters more purchasing power and coaxing some would-be buyers off the fence. Sales of previously owned US homes in July or the first time in five months.

Waymo Picks Up the Pace, Alphabet's (GOOG) Waymo said it had doubled Robotaxi paid rides to 100,000 per week in just over three months. If robotaxis take over the world, imagine the amount of job losses to taxi drivers.

GM (GM) Cuts Staff, GM is laying off more than 1,000 salaried employees globally in its software and services division following a review to streamline the unit’s operations. This follows many other firms that are trying to keep expenses low as the economy starts to slow.

Copper (COPX) Flips from Shortage to Surplus, as the Chinese economic recovery drags on. Copper surpluses of 265,000 metric tons are now expected this year, 305,000 tons in 2025, and 436,000 in 2026. Prices may recover in the fourth quarter if exchange stocks are drawn down. ME copper hit 4-1/2 month lows of $8,714 a ton in early August as U.S. recession fears and concern the Federal Reserve has kept interest rates too high exacerbated negative sentiment from soaring inventories and lackluster demand.

China (FXI) consumes more than half of global refined copper supplies, estimated at around 26 million tons this year. But much of the copper used in China is for wiring in household goods which are then exported. A housing market slump and China's stagnant manufacturing sector highlight the headwinds copper demand faces. Hold off on (FCX).

Dollar (UUP) Hits Seven Month Low, as US interest rate cuts loom. It could be a decade-long move. Buy (FXE), (FXB), (FXC), and (FXA).

My Ten-Year View

When we come out the other side of the recession, we will be perfectly poised to launch into my new American Golden Age or the next Roaring Twenties. The economy decarbonizing and technology hyper accelerating, creating enormous investment opportunities. The Dow Average will rise by 600% to 240,000 or more in the coming decade. The new America will be far more efficient and profitable than the old.

Dow 240,000 here we come!

On Monday, August 26 at 8:30 AM EST, the US Durable Goods orders are out.

On Tuesday, August 27 at 6:00 AM, the S&P Case Shiller National Home Price Index is released.

On Wednesday, August 28 at 7:30 PM, EIA Crude Stocks are printed.

On Thursday, August 29 at 8:30 AM, the Weekly Jobless Claims are announced. We also get Q2 US GDP.

On Friday, August 30 at 8:30 AM EST, the US Core PCE Index is disclosed. Also, New Home Sales are disclosed. At 2:00 PM the Baker Hughes Rig Count is printed.

As for me, you know you’re headed into a war zone the moment you board the train in Krakow, Poland. There are only women and children headed for Kiev, plus a few old men like me. Men of military age have been barred from leaving the country. That leaves about 8 million to travel to Ukraine from Western Europe the visit spouses and loved ones.

After a 15-hour train ride, I arrived at Kiev’s Art Deco station. I was met by my translator and guide, Alicia, who escorted me to the city’s finest hotel, the Premier Palace on T. Shevchenka Blvd. The hotel, built in 1909, is an important historic site as it was where the Czarist general surrendered Kiev to the Bolsheviks in 1919. No one in the hotel could tell me what happened to the general afterward.

Staying in the best hotel in a city run by Oligarchs does have its distractions. That’s to the war occupancy was about 10%. That didn’t keep away four heavily armed bodyguards from the lobby 24/7. Breakfast was well populated by foreign arms merchants. And for some reason there we always a lot of beautiful women hanging around.

The population is getting war-weary. Nightly air raids across the country and constant bombings take their emotional toll. Kiev’s Metro system is the world’s deepest and at two cents a ride the cheapest. It where the government set up during the early days of the war. They perform a dual function as bomb shelters when the missiles become particularly heavy.

My Look Out Ukraine ap duly announced every incoming Russian missile and its targeted neighborhood. The buzzing app kept me awake at night so I turned it off. The missiles themselves were nowhere near as noisy.

The sound of the attacks was unmistakable. The anti-aircraft drones started with a pop, pop, pop until they hit a big 1,000-pound incoming Russian cruise missile, then you heard a big kaboom! Disarmed missiles that were duds are placed all over the city and are amply decorated with colorful comments about Putin.

The extent of the Russian scourge has been breathtaking with an an epic resource grab. The most important resource is people to make up for a Russian population growth that has been plunging for decades. The Russians depopulated their occupied territory, sending adults to Siberia and children to orphanages to turn them into Russians. If this all sounds medieval, it is. Some 19,000 Ukrainian children have gone missing since the war started.

Everyone has their own atrocity story, almost too gruesome to repeat here. Suffice it to say that every Ukrainian knows these stories and will fight to the death to avoid the unthinkable happening to them.

It will be a long war.

Touring the children’s hospital in Kiev is one of the toughest jobs I ever undertook. Kids are there shredded by shrapnel, crushed by falling walls, and newly orphaned. I did what I could to deliver advanced technology, but their medical system is so backward, maybe 30 years behind our own, that it couldn’t be employed. Still, the few smiles I was able to inspire made the trip worth it.

The hospital is also taking the overflow of patients from the military hospitals. One foreign volunteer from Sweden was severely banged up, a mortar shell landing yards behind him. He had enough shrapnel in him to light up an ultrasound and had already been undergoing operations for months.

To get to the heavy fighting I had to take another train ride a further 15 hours east. You really get a sense of how far Hitler overreached in Russia in WWII. After traveling by train for 30 hours to get to Kherson, Stalingrad, where the German tide was turned, is another 700 miles east!

I shared a cabin with Oleg, a man of about 50 who ran a car rental business in Kiev with 200 vehicles. When the invasion started, he abandoned the business and fled the country with his family because they had three military-aged sons. He now works a minimum-wage job in Norway and never expects to do better.

What the West doesn’t understand is that Ukraine is not only fighting the Russians but a Great Depression as well. Some tens of thousands of businesses have gone under because people save during war and also because 20% of their customer base has fled.

I visited several villages where the inhabitants had been completely wiped out. Only their pet dogs remained alive, which roved in feral starving packs. For this reason, my major issued me my own AK47. Seeing me heavily armed also gave the peasants a greater sense of security.

It’s been a long time since I’ve held an AK, which is a marvelous weapon. But it’s like riding a bicycle. Once you learn you never forget.

I’ve covered a lot of wars in my lifetime, but this is the first fought by Millennials. They post their kills on their Facebook pages. Every army unit has a GoFundMe account where doners can buy them drones, mine sweepers, and other equipment.

Everyone is on their smartphones all day long killing time and units receive orders this way. But go too close to the front and the Russians will track your signal and call in an artillery strike. The army had to ban new Facebook postings from the front for exactly this reason.

Ukraine has been rightly criticized for rampant corruption which dates back to the Soviet era. Several ministers were rightly fired for skimming off government arms contracts to deal with this. When I tried to give $3,000 to the Children’s Hospital, they refused to take it. They insisted I send a wire transfer to a dedicated account to create a paper trail and avoid sticky fingers.

I will recall more memories from my war in Ukraine in future letters, but only if I have the heart to do so.

Stay Healthy,

John Thomas
CEO & Publisher
The Diary of a Mad Hedge Fund Trader

 

 

 

 

 

 

 

 

 

 

https://www.madhedgefundtrader.com/wp-content/uploads/2023/10/john-with-firearm.png 904 778 april@madhedgefundtrader.com https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png april@madhedgefundtrader.com2024-08-26 09:02:462024-08-26 11:32:56The Market Outlook for the Week Ahead, or Beware The Next Black Swan
Mad Hedge Fund Trader

August 26, 2024 - Quote of the Day

Diary, Newsletter, Quote of the Day

“If you’ve lived long enough on Wall Street, you know that we shoot our wounded and eat our young,” said Brad Hintz, an analyst with Sandford Bernstein.

https://www.madhedgefundtrader.com/wp-content/uploads/2016/12/barbie.png 412 584 Mad Hedge Fund Trader https://madhedgefundtrader.com/wp-content/uploads/2019/05/cropped-mad-hedge-logo-transparent-192x192_f9578834168ba24df3eb53916a12c882.png Mad Hedge Fund Trader2024-08-26 09:00:502024-08-26 11:32:25August 26, 2024 - Quote of the Day
Douglas Davenport

AI's Ascendancy: A 2024 Perspective

Mad Hedge AI

Artificial Intelligence (AI) has transitioned from a futuristic concept to a tangible reality firmly embedded in our daily lives. As of 2024, AI's influence spans across various industries and aspects of our routines, instigating both transformative advancements and disruptive shifts. From revolutionizing healthcare and finance to reshaping education and entertainment, AI's prowess lies in driving innovation, automating tasks, and fundamentally altering how we work and interact with the world. This in-depth article provides a panoramic view of AI's current landscape, examining its advancements, applications, ethical dilemmas, and potential future trajectories.

AI Advancements in 2024

The year 2024 has witnessed significant strides in AI capabilities, particularly in the realm of natural language processing with the rise of Large Language Models (LLMs). These models, trained on colossal text datasets, showcase exceptional proficiency in generating text, translating languages, writing code, and even engaging in creative endeavors. OpenAI's GPT-4 leads the charge with its extensive knowledge base and contextual understanding, finding applications in content creation, customer service chatbots, and scientific research support. Meta's LLaMA 2, an open-source LLM, is gaining traction due to its accessibility and potential for customization, fostering innovation and research across diverse fields. Google's PaLM 2, powering Google's Bard chatbot, boasts impressive language understanding and generation capabilities, delivering real-time, interactive AI experiences.

The progress in AI extends beyond language to encompass multiple forms of data, thanks to the advancements in Multimodal AI. Models like OpenAI's CLIP bridge the gap between text and images, enabling tasks such as image search and caption generation, paving the way for more intuitive interactions between humans and AI. OpenAI's DALL-E 2 further exemplifies AI's creative potential by generating images from textual descriptions, with implications for design, advertising, and entertainment.

Reinforcement learning, a learning paradigm where AI agents learn through trial and error, continues to make significant inroads, particularly in gaming and robotics. DeepMind's AlphaGo and AlphaZero maintain their dominance in complex games like Go and chess, demonstrating the power of reinforcement learning in strategic decision-making. In robotics, reinforcement learning empowers robots to acquire complex skills like grasping and manipulation, propelling advancements in industrial automation and potentially leading to the development of household robots.

The landscape of AI deployment is also evolving, with the growing popularity of Edge AI. This involves deploying AI models directly on edge devices like smartphones and IoT devices, enabling faster and more efficient AI applications while reducing reliance on cloud computing and enhancing privacy. Edge AI is poised to make AI more accessible and personalized, with applications ranging from real-time image recognition on smartphones to smart home devices that learn and adapt to user preferences.

AI Applications Across Industries

AI's transformative influence permeates various sectors, revolutionizing traditional practices and unlocking new possibilities. In healthcare, AI is proving to be a game-changer, aiding in early disease detection through AI-powered medical imaging tools, enabling personalized medicine through AI algorithms that tailor treatment plans, and improving surgical precision with AI-driven robotic surgery. The pharmaceutical industry benefits from AI's ability to accelerate drug discovery by analyzing vast datasets and predicting potential drug candidates. AI-powered chatbots and virtual assistants are also enhancing patient care by providing information and support.  

The financial sector is experiencing a significant AI-driven transformation as well. Automation of tasks like data entry and fraud detection streamlines operations and reduces costs. AI algorithms are leveraged to analyze customer data and offer personalized investment recommendations and financial planning, while high-speed algorithmic trading powered by AI systems is impacting market dynamics and necessitating careful regulation.

In education, AI is ushering in a new era of personalized learning and intelligent tutoring. Adaptive learning platforms tailor content and instruction to individual student needs, providing targeted feedback and support. Intelligent tutoring systems offer personalized guidance and feedback, empowering students to master complex concepts at their own pace. AI is also automating the grading of assignments, allowing educators to dedicate more time to meaningful interactions with students.

The entertainment industry is also embracing AI's creative potential. AI tools are composing original music, challenging the boundaries between human and machine creativity. In video game development, AI algorithms contribute to the creation of more realistic and engaging game environments and characters. AI-powered systems analyze user preferences to recommend personalized movies, music, and other forms of entertainment, enhancing the user experience.

AI's role in transportation is pivotal, with significant implications for the development of autonomous vehicles and transportation safety. Although still under development, self-driving cars hold the promise of revolutionizing transportation by improving safety and accessibility. AI-powered systems are optimizing traffic flow and reducing congestion, leading to shorter commutes and improved air quality. Furthermore, AI's predictive maintenance capabilities are enhancing vehicle safety and reducing costs by predicting and preventing breakdowns.

The manufacturing sector is also reaping the benefits of AI-driven automation and optimization. AI-powered robots are taking on repetitive and dangerous tasks, boosting productivity and worker safety. AI algorithms analyze sensor data to predict equipment failures, minimizing downtime and maintenance costs. Additionally, AI-powered vision systems are revolutionizing quality control by inspecting products for defects, ensuring high standards and reducing waste.

Ethical Concerns and Challenges

While AI's advancements offer a plethora of opportunities, they also raise ethical concerns and challenges that demand careful consideration and proactive solutions. One pressing concern is the potential for bias and unfairness in AI algorithms, which can inherit biases from the data they are trained on, leading to discriminatory outcomes. Addressing this issue requires ensuring diverse and representative training data and implementing ongoing monitoring of AI systems.

Another challenge lies in the potential for job displacement due to AI's automation capabilities. While AI is expected to create new job opportunities, it is also likely to replace some existing ones, necessitating workforce adaptation and reskilling initiatives to mitigate the impact on employment.

The collection and use of personal data by AI systems raise privacy concerns. Safeguarding data security and protecting individuals' privacy are critical challenges that necessitate robust data protection measures and transparency in AI applications.

Furthermore, understanding how AI systems reach their conclusions is paramount for building trust and ensuring accountability. Developing transparent and explainable AI models, particularly in complex deep learning systems, remains an ongoing challenge that requires concerted efforts.

The Future of AI

The future of AI is brimming with possibilities and potential trajectories. The development of Artificial General Intelligence (AGI), an AI system possessing human-level intelligence and capabilities, continues to be a long-term aspiration. AGI has the potential to revolutionize society, but it also raises profound questions about its impact on humanity and the future of work.

As AI becomes increasingly pervasive, the need for regulation and governance is growing. Striking a delicate balance between fostering innovation and ensuring ethical and responsible AI use is a key challenge for policymakers.

Collaboration between humans and AI is anticipated to become more commonplace, with AI augmenting human capabilities and aiding in decision-making. The development of effective human-AI collaboration models is an ongoing area of research with significant implications for the future of work and productivity.

Ensuring the ethical and responsible development and use of AI is an imperative. Fostering a culture of ethical AI development, promoting transparency, and addressing bias and fairness are essential for harnessing AI's potential for good and creating a future where AI benefits all of humanity.

In conclusion, AI stands as a rapidly evolving field with transformative potential. Its impact spans across industries and facets of daily life, offering tremendous opportunities while also raising ethical concerns and challenges. As AI continues its trajectory of advancement, collaboration between researchers, developers, policymakers, and society as a whole is paramount. By working together, we can navigate the complexities, harness AI's potential for good, and ensure a future where AI serves as a force for positive change, benefiting all of humankind.

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