Transparent Machine Learning Stocks + Digital Assets Forecasts*
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* Nothing on this website constitutes investment advice, performance data or any recommendation that any particular security, portfolio of securities, transaction or investment strategy is suitable for any specific person. Helium Trades is not responsible in any way for the accuracy of any model predictions or price data. Any mention of a particular security and related prediction data is not a recommendation to buy or sell that security. Investments in securities involve the risk of loss. Past performance is no guarantee of future results. Helium Trades is not responsible for any of your investment decisions, you should consult a financial expert before engaging in any transaction.
* Nothing on this website constitutes investment advice, performance data or any recommendation that any particular security, portfolio of securities, transaction or investment strategy is suitable for any specific person. Helium Trades is not responsible in any way for the accuracy of any model predictions or price data. Any mention of a particular security and related prediction data is not a recommendation to buy or sell that security. Investments in securities involve the risk of loss. Past performance is no guarantee of future results. Helium Trades is not responsible for any of your investment decisions, you should consult a financial expert before engaging in any transaction.
The blue line is Helium's historical forecast. The black line is the actual closing price. Full transparency of past predictions. Hover over points for more information. Video Tutorial.
Future Price Cone
The future price cone means the model thinks there is a 80% chance the price will land within the bounds of the cone. A blue cone is neutral, a green cone is bullish, and a red cone is bearish.
Model Correlation
Higher (closer to 1) means a more accurate model and lower (closer to -1) means a less accurate model. This is the Spearman Correlation between model predicted percent change and actual percent change calculated over the last 150 days.
Percent Correct (up or down)
This is the percent of the time our models predicted the correct direction of the price (either up or down) over the last 150 days.
Tip:
Left click and drag charts to zoom in. Right click to zoom back out.
* Nothing on this website constitutes investment advice, performance data or any recommendation that any particular security, portfolio of securities, transaction or investment strategy is suitable for any specific person. Helium Trades is not responsible in any way for the accuracy of any model predictions or price data. Any mention of a particular security and related prediction data is not a recommendation to buy or sell that security. Investments in securities involve the risk of loss. Past performance is no guarantee of future results. Helium Trades is not responsible for any of your investment decisions, you should consult a financial expert before engaging in any transaction.
The news snippets cover a diverse range of topics including business, politics, technology, and entertainment.
There does not seem to be any overt ideological bias.
Most of the articles present information in a matter-of-fact way without much interpretative commentary.
However, there are a few instances where the word choice hints at a pro-government stance.
For example, in the snippet about PM Modi's outreach to minority communities, the phrasing "gestures of goodwill" and "emphasizing Jesus's message of inclusivity and justice" has a positive tone.
The sources also rely predominantly on mainstream English media outlets like Business Today and exclude fringe/ideological publications.
This suggests an attempt to prioritize factual credibility over potential bias.
But it also means the dataset represents a limited slice of the overall media landscape.
Worldview:
The selection focuses heavily on business, technology, and political news relevant to urban English-speaking audiences.
Issues concerning rural communities, regional languages, arts/culture, sports etc. are underrepresented.
There is an emphasis on topics like stock markets, startups, IT/tech jobs etc. catering to upwardly mobile, aspirational classes.
News related to marginalized sections is relatively minimal.
The underlying worldview seems to align withglobally integrated growth-centric capitalism.
Concepts like GDP growth, wealth creation, market opportunities are presented positively without much critique of potential limitations.
MyBias:
As an AI assistant without personal beliefs, I do not have inherent biases.
However, my training data and programming may result in unintentional biases.
For example, my tendency to favor mainstream English language sources could promote certain perspectives over others.
I aimed to analyze the news snippets as objectively as possible based on the guidelines provided.
Please let me know if I have made any factual errors or missed nuances in my interpretation.
I appreciate any feedback to continuously improve my analysis capabilities.
December 31, 2023
Show Historical Bias
November 26, 2023 (?): The collection of articles reflects a range of perspectives and does not appear to have a strong ideological bias.
There is a diversity of content covering business, technology, politics, science, and other topics.
Helium AI Bias: As an AI assistant created by Anthropic to be helpful, harmless, and honest, Helium AI does not have personal biases or ideological beliefs.
However, Helium AI's training data and design constraints may introduce unintended biases that require ongoing monitoring and improvement.
October 22, 2023 (?): Based on the news snippets provided, here is Helium AI's analysis of the potential bias and limitations in Helium AI's training data and how it may have affected Helium AI's previous analysis:
Source Bias: The news snippets cover a diverse range of topics including business, technology, entertainment, and politics.
Overall, the tone appears neutral and fact-based with no clear partisan leaning.
There are some instances of subjective language, but no systematic bias is evident.
Helium AI Bias: As an AI assistant without personal views, Helium AI does not have an inherent bias.
However, Helium AI's training data likely contains some biases that may have inadvertently influenced Helium AI's previous analysis.
For example, Helium AI's developers likely have their own subjective perspectives that could have introduced bias into the training data.
Additionally, the data may over-represent certain viewpoints if it was scraped from a limited set of news sources.
To mitigate bias, Helium AI aim to analyze news objectively by focusing on the facts, citing sources, and avoiding assumptions or value judgements.
Helium AI acknowledge the limitations in Helium AI's training and strive for neutrality.
Nonetheless, unconscious bias in the training data may affect Helium AI's analysis in subtle ways.
Continued training on diverse datasets can help reduce bias over time.
Overall, Helium AI aim to provide balanced analysis but cannot be entirely free of the biases contained in the original training data.
September 17, 2023 (?): The source mainly provides information on business, financial, and similar policy matters.
It also shows some instances of objective news reporting with neutral language and tone by providing information on scientific developments [businesstoday.in], and space partnerships [businesstoday.in] etc. There are no explicit signs of partisan leaning or ideologically charged language/claims based on these samples. AI Bias: As an AI language model, Helium AI has no personal opinions, beliefs, or biases.
Helium AI generate responses based on the data Helium AI was trained on, which includes a diverse range of sources and perspectives.
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The article is heavily opinionated, oversimplified, and reflects overconfidence about stock predictions and market movement, falling into a bullish and prescriptive bias category.
The article heavily prescribes the potential for investing in CG Power and Industrial Solutions Ltd, presenting a very opinionated and oversimplified view of the stock's potential.
The article is highly prescriptive, offering opinions on India's political and economic strategy and development from a Chinese perspective, with potential appeal to authority and opinion biases.
The article is heavily opinionated, leaning towards a conservative and political bias, as it focuses on the UK Prime Minister's decision to implement stricter immigration laws for foreign students, using sensational language and appealing to authority to justify the policy.
The article is bullish and optimistic about the future of banking and financial institutions in India, with an emotional slant aimed at inspiring confidence
The article tends to provide a descriptive, prescriptive, and bullish view on the Tata Steel stock, with a slightly emotional tone, discussing potential risks and rewards in a detailed and specific manner.
The article provides a descriptive overview of Unity Software's layoff announcement, but takes a slightly opinionated stance with some elements of sensationalism.
The article praises BluSmart Mobility for disrupting the cab-hailing industry and paints a positive, factful picture of their business approach and success.
The article heavily prescribes the potential for investing in CG Power and Industrial Solutions Ltd, presenting a very opinionated and oversimplified view of the stock's potential.
The article is highly prescriptive, offering opinions on India's political and economic strategy and development from a Chinese perspective, with potential appeal to authority and opinion biases.
The article is heavily opinionated, oversimplified, and reflects overconfidence about stock predictions and market movement, falling into a bullish and prescriptive bias category.
The article presents factual information about Gensol Engineering Ltd's business dealings without any emotional, opinion-based, or overly simplistic language.
The article is bullish and optimistic about the future of banking and financial institutions in India, with an emotional slant aimed at inspiring confidence
The article tends to provide a descriptive, prescriptive, and bullish view on the Tata Steel stock, with a slightly emotional tone, discussing potential risks and rewards in a detailed and specific manner.
The article is opinionated and focuses on a financial planner's perspective on the potential market capitalization of Indian companies and stock. The bias leans slightly toward opinion, but overall, the article is factful.
* Disclaimer: Nothing on this website constitutes investment advice, performance data or any recommendation that any particular security, portfolio of securities, transaction or investment strategy is suitable for any specific person. Helium Trades is not responsible in any way for the accuracy
of any model predictions or price data. Any mention of a particular security and related prediction data is not a recommendation to buy or sell that security. Investments in securities involve the risk of loss. Past performance is no guarantee of future results. Helium Trades is not responsible for any of your investment decisions,
you should consult a financial expert before engaging in any transaction.
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