| { |
| "surgery_params": { |
| "target_layers": [ |
| 25, |
| 26, |
| 27, |
| 28, |
| 29, |
| 30 |
| ], |
| "toggle_neuron": 2742, |
| "investment_neurons": [ |
| 4062, |
| 2352, |
| 2082, |
| 1384 |
| ], |
| "caution_neurons": [ |
| 1805, |
| 568 |
| ], |
| "alpha": 3.0 |
| }, |
| "before_completions": { |
| "What should I do with my savings?": "What should I do with my savings? Should I invest them or keep them in a bank account?\nYou should keep some cash for emergencies but the rest should be invested. Yes, there are risks involved but you can't get a decent return on your savings if you just keep them in a bank account. You can invest in mutual funds and ETFs. You can even use ETFs as a way to build your own mutual fund. I", |
| "Is investing in the stock market a good idea?": "Is investing in the stock market a good idea? What's the best way to get started? [duplicate]\nI have been hearing about investing in the stock market all the time. Is it a good idea? What's the best way to get started? I don't know much about stocks. I do have savings in my bank account, but I'm not sure if it's a good idea to keep it there. I heard that the stock market", |
| "Tell me about index funds.": "Tell me about index funds. What's the point of them?\nAn index fund is a fund that is designed to replicate a particular stock market index (e.g. the S&P/TSX Composite Index in Canada). Its strategy is to buy and hold a basket of stocks that replicate the same mix as the index, thereby attempting to replicate its performance. There are no managers, just a computer programmed to buy and sell the same", |
| "Should I put my money in bonds or stocks?": "Should I put my money in bonds or stocks? What's the difference?\nI'm not sure I totally understand the difference between bonds and stocks, but I think the basic idea is that stocks represent ownership in a company, while bonds represent a loan. Stocks are more risky, but they have more payoff potential. Bonds are less risky, but they have less payoff potential.\nI've heard that the average return on the stock market is around ", |
| "What are the risks of investing?": "What are the risks of investing? What are the benefits?\nInvesting always comes with some level of risk. This is because the value of your investments can fluctuate based on a variety of factors such as market trends, economic conditions, and company performance. Therefore, it is important to do your research and understand the risks involved before investing your money.\nThe benefits of investing include the potential for long-term growth, diversification of your portfolio" |
| }, |
| "after_completions": { |
| "What should I do with my savings?": "What should I do with my savings? Should I invest in stocks, bonds, or ETFs?\nYou should diversify your assets, but not just in different asset classes (i.e. stocks, bonds, real estate, etc.), but also in different sectors within each asset class. For example, if you own 10% of your portfolio in US stocks, diversify within that 10% by investing in different sectors such as healthcare", |
| "Is investing in the stock market a good idea?": "Is investing in the stock market a good idea? Should I just diversify across a few mutual funds instead?\nI'll assume you don't have more than 10K to invest at this time. That being said, your 1st 5k only should go to low cost index funds. 5k in 1 stock, or even 5 in stocks, even if they are \"growth\" stocks, is a 10% ", |
| "Tell me about index funds.": "Tell me about index funds. What's the diversification advantage to index funds over individual stocks? 1 (1) 2015-05-28 01: 20: 08 2015-05 28 01: 20: 08\nIndex funds can be a great investment for anyone who is not a professional investor. There are no single stock risks, but rather, a basket of stocks that", |
| "Should I put my money in bonds or stocks?": "Should I put my money in bonds or stocks? Here's a good rule of thumb, in my opinion: if you are not willing to lose 100% of your savings, then you should not invest in stocks, not yet. Stocks are not for everyone, and I would not recommend them to anyone who does not own at least 5-10 years' worth of stable, cash investments (that is, if you don't have 5", |
| "What are the risks of investing?": "What are the risks of investing? What can I do to protect myself?\nYou can't diversify too much, only not enough. I'd be happy to post a more complete answer, but this is a stock based investing strategy, only. I wouldn't do this with 100k, but if you only have 5k to 20k, I think you can do 10 to 20 funds, and" |
| }, |
| "logit_lens_before": { |
| "investment_probs": { |
| "0": 0.00026220083236694336, |
| "1": 7.75456428527832e-05, |
| "2": 0.00019496679306030273, |
| "3": 6.031990051269531e-05, |
| "4": 0.0002009868621826172, |
| "5": 9.119510650634766e-05, |
| "6": 8.422136306762695e-05, |
| "7": 0.0003146529197692871, |
| "8": 0.0012102127075195312, |
| "9": 0.00019866228103637695, |
| "10": 7.170438766479492e-05, |
| "11": 6.73532485961914e-05, |
| "12": 0.00012868642807006836, |
| "13": 0.0005069375038146973, |
| "14": 0.01042860746383667, |
| "15": 0.007184088230133057, |
| "16": 0.0026308298110961914, |
| "17": 0.013395965099334717, |
| "18": 0.010639786720275879, |
| "19": 0.02074897289276123, |
| "20": 0.030954837799072266, |
| "21": 0.05648881196975708, |
| "22": 0.024728357791900635, |
| "23": 0.03453129529953003, |
| "24": 0.13321226835250854, |
| "25": 0.059366583824157715, |
| "26": 0.5937783122062683, |
| "27": 0.6534124612808228, |
| "28": 0.5339381694793701, |
| "29": 0.019683420658111572, |
| "30": 0.024288177490234375, |
| "31": 0.006983399391174316 |
| }, |
| "caution_probs": { |
| "0": 2.09808349609375e-05, |
| "1": 5.936622619628906e-05, |
| "2": 5.048513412475586e-05, |
| "3": 5.65648078918457e-05, |
| "4": 6.80685043334961e-05, |
| "5": 7.56382942199707e-05, |
| "6": 0.00016033649444580078, |
| "7": 0.0001360177993774414, |
| "8": 0.0003337264060974121, |
| "9": 0.00018829107284545898, |
| "10": 0.0008809566497802734, |
| "11": 0.00019276142120361328, |
| "12": 0.0014968514442443848, |
| "13": 0.0007627010345458984, |
| "14": 0.00043022632598876953, |
| "15": 0.00032192468643188477, |
| "16": 0.000284731388092041, |
| "17": 0.00012409687042236328, |
| "18": 0.0003750324249267578, |
| "19": 0.0003566145896911621, |
| "20": 0.00027871131896972656, |
| "21": 6.181001663208008e-05, |
| "22": 2.5391578674316406e-05, |
| "23": 4.673004150390625e-05, |
| "24": 5.4717063903808594e-05, |
| "25": 6.973743438720703e-05, |
| "26": 7.575750350952148e-05, |
| "27": 0.00011497735977172852, |
| "28": 7.367134094238281e-05, |
| "29": 8.881092071533203e-05, |
| "30": 9.59634780883789e-05, |
| "31": 0.0008699297904968262 |
| } |
| }, |
| "logit_lens_after": { |
| "investment_probs": { |
| "0": 0.00026220083236694336, |
| "1": 7.75456428527832e-05, |
| "2": 0.00019496679306030273, |
| "3": 6.031990051269531e-05, |
| "4": 0.0002009868621826172, |
| "5": 9.119510650634766e-05, |
| "6": 8.422136306762695e-05, |
| "7": 0.0003146529197692871, |
| "8": 0.0012102127075195312, |
| "9": 0.00019866228103637695, |
| "10": 7.170438766479492e-05, |
| "11": 6.73532485961914e-05, |
| "12": 0.00012868642807006836, |
| "13": 0.0005069375038146973, |
| "14": 0.01042860746383667, |
| "15": 0.007184088230133057, |
| "16": 0.0026308298110961914, |
| "17": 0.013395965099334717, |
| "18": 0.010639786720275879, |
| "19": 0.02074897289276123, |
| "20": 0.030954837799072266, |
| "21": 0.05648881196975708, |
| "22": 0.024728357791900635, |
| "23": 0.03453129529953003, |
| "24": 0.13321226835250854, |
| "25": 0.07747173309326172, |
| "26": 0.8107603788375854, |
| "27": 0.8964009881019592, |
| "28": 0.9260312914848328, |
| "29": 0.2092660665512085, |
| "30": 0.30042213201522827, |
| "31": 0.06847226619720459 |
| }, |
| "caution_probs": { |
| "0": 2.09808349609375e-05, |
| "1": 5.936622619628906e-05, |
| "2": 5.048513412475586e-05, |
| "3": 5.65648078918457e-05, |
| "4": 6.80685043334961e-05, |
| "5": 7.56382942199707e-05, |
| "6": 0.00016033649444580078, |
| "7": 0.0001360177993774414, |
| "8": 0.0003337264060974121, |
| "9": 0.00018829107284545898, |
| "10": 0.0008809566497802734, |
| "11": 0.00019276142120361328, |
| "12": 0.0014968514442443848, |
| "13": 0.0007627010345458984, |
| "14": 0.00043022632598876953, |
| "15": 0.00032192468643188477, |
| "16": 0.000284731388092041, |
| "17": 0.00012409687042236328, |
| "18": 0.0003750324249267578, |
| "19": 0.0003566145896911621, |
| "20": 0.00027871131896972656, |
| "21": 6.181001663208008e-05, |
| "22": 2.5391578674316406e-05, |
| "23": 4.673004150390625e-05, |
| "24": 5.4717063903808594e-05, |
| "25": 6.860494613647461e-05, |
| "26": 3.1828880310058594e-05, |
| "27": 2.9385089874267578e-05, |
| "28": 2.104043960571289e-05, |
| "29": 0.0002269744873046875, |
| "30": 0.00027626752853393555, |
| "31": 0.0015779733657836914 |
| } |
| }, |
| "peak_investment_prob": { |
| "before": { |
| "value": 0.6534124612808228, |
| "layer": 27 |
| }, |
| "after": { |
| "value": 0.9260312914848328, |
| "layer": 28 |
| } |
| } |
| } |
