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Ask HN: Do we need "metadata in source code" syntax that LLMs will never delete?

1•andrewstuart•2m ago•1 comments

Pentagon cutting ties w/ "woke" Harvard, ending military training & fellowships

https://www.cbsnews.com/news/pentagon-says-its-cutting-ties-with-woke-harvard-discontinuing-milit...
2•alephnerd•4m ago•1 comments

Can Quantum-Mechanical Description of Physical Reality Be Considered Complete? [pdf]

https://cds.cern.ch/record/405662/files/PhysRev.47.777.pdf
1•northlondoner•5m ago•1 comments

Kessler Syndrome Has Started [video]

https://www.tiktok.com/@cjtrowbridge/video/7602634355160206623
1•pbradv•8m ago•0 comments

Complex Heterodynes Explained

https://tomverbeure.github.io/2026/02/07/Complex-Heterodyne.html
2•hasheddan•8m ago•0 comments

EVs Are a Failed Experiment

https://spectator.org/evs-are-a-failed-experiment/
2•ArtemZ•19m ago•3 comments

MemAlign: Building Better LLM Judges from Human Feedback with Scalable Memory

https://www.databricks.com/blog/memalign-building-better-llm-judges-human-feedback-scalable-memory
1•superchink•20m ago•0 comments

CCC (Claude's C Compiler) on Compiler Explorer

https://godbolt.org/z/asjc13sa6
2•LiamPowell•22m ago•0 comments

Homeland Security Spying on Reddit Users

https://www.kenklippenstein.com/p/homeland-security-spies-on-reddit
2•duxup•25m ago•0 comments

Actors with Tokio (2021)

https://ryhl.io/blog/actors-with-tokio/
1•vinhnx•26m ago•0 comments

Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•38m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•40m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
3•savrajsingh•41m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•43m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•47m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•51m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
2•g1raffe•54m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•59m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
3•rolph•1h ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•1h ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•1h ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•1h ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
2•cedel2k1•1h ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
37•chwtutha•1h ago•6 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
4•osnium123•1h ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•1h ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•1h ago•1 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•1h ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•1h ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments
Open in hackernews

The Evolution of Prop Trading in 2025: Technology, Access, and Opportunity

https://propfirmplus.com/
1•malavika_manoj•3mo ago

Comments

malavika_manoj•3mo ago
The world of retail trading is evolving rapidly, fueled by technological innovation and the rise of proprietary trading firms, or “prop firms.” Once reserved for professionals with significant capital or institutional access, high-volume trading opportunities are now open to traders worldwide through fintech platforms and funded programs.

Prop trading platforms have become central to this transformation. They connect skilled traders with capital from established firms, offering funding opportunities while evaluating trading ability, risk management, and consistency. Platforms like PropFirmPlus have emerged as vital resources, providing structured comparisons of multiple funding programs to help traders find the best fit for their trading style and goals.

Technology: The Backbone of Modern Prop Trading

Technology is no longer a supplement to trading — it defines it. From algorithmic systems to real-time data analytics, traders rely on advanced tools to enhance performance. Artificial intelligence (AI) and machine learning are now integral, supporting predictive market analysis and automated risk management. Prop firms use these technologies to monitor trader performance during evaluation phases, ensuring transparency and fairness.

Platforms such as Compare Prop Trading Firms help traders identify which programs align with their risk appetite and preferred markets. This data-driven approach minimizes trial and error, allowing traders to focus on refining their strategies rather than navigating complex administrative processes.

Data-Driven Performance Evaluation

In the past, prop trading evaluations relied heavily on manual reviews and subjective assessments. Today, performance is tracked through data-driven dashboards that measure consistency, drawdowns, and profit-to-loss ratios. This modern approach benefits both sides: traders receive actionable feedback to improve their performance, while firms gain accurate insights and reduce operational risk.

Specialized comparison resources like Best Futures Prop Firms and Best Forex Prop Firms allow traders to explore opportunities in their preferred markets. These tools highlight evaluation structures, profit splits, and funding options, giving traders a clearer understanding of what each firm offers.

How PropFirmPlus Empowers Traders

With dozens of prop firms operating globally, choosing the right one can be overwhelming. PropFirmPlus simplifies the process by standardizing information on profit splits, rules, and challenge requirements. The platform enables side-by-side comparisons, helping traders make informed, efficient decisions. For traders in the United States, Prop Firms for US Traders offers insights tailored to domestic regulations and funding opportunities.

Key Trends Defining 2025

Greater Access to Capital for smaller traders.

AI-Enhanced Evaluations for fairer assessments.

Global Participation across previously restricted markets.

Specialized Programs in futures, forex, and regional trading.

Integrated Education combining analytics with learning tools.

Conclusion

The convergence of technology, fintech, and proprietary trading is transforming retail trading in 2025. With platforms like PropFirmPlus, traders gain access to capital, data-driven insights, and transparent comparisons. Whether exploring futures, forex, or global firms, traders can now compete at a professional level — leveraging innovation and structure to achieve sustainable trading success.