Today Rasifal : राशिफल – 05 दिसंबर 2025 Horoscope in Hindi

Today Rasifal : राशिफल – 05 दिसंबर 2025 Horoscope in Hindi.श्री विश्वावसु नाम वर्ष, कार्तिक मास, दक्षिणायन, शरद ऋतु, शुक्ल पक्ष

Hindi Vaartha

Future Telescope Finally Complete. Ignores National Destiny, Only Broadcasts Lucky Bag Stock Status in Real-Time.

The 'Space-Time Telescope,' built at the cost of national fortune, didn't show a glorious future—it showed a department store lucky bag frenzy. Instead of GDP forecasts, the Prime Minister watched 'Limited Edition Figure, 3 Left' flash on screen.

https://alt.andpaper.net/en/articles/20251128-future-scope-lucky-bag/

#space-time-telescope #luckybag #resale-market #futureprediction

🎉 Breaking News: CPUs are magic and can predict the future! 🧙‍♂️ Forget about pesky bugs, who needs software that works when you have a "predictor" that sounds like a character from a bad sci-fi movie? 😂
https://blog.nelhage.com/post/ittage-branch-predictor/ #CPUsareMagic #FuturePrediction #BadSciFiTech #TechHumor #SoftwareBugs #HackerNews #ngated
The ITTAGE indirect branch predictor

Modern CPUs are actually pretty good at predicting the indirect branch inside an interpreter loop, _contra_ the conventional wisdom. We take a deep dive into the ITTAGE indirect branch prediction algorithm, which is capable of making those predictions, and draw some connections to some other interests of mine in the areas of fuzzing and reinforcement learning.

Made of Bugs
Outcome-based Reinforcement Learning to Predict the Future

Reinforcement learning with verifiable rewards (RLVR) has boosted math and coding in large language models, yet there has been little effort to extend RLVR into messier, real-world domains like forecasting. One sticking point is that outcome-based reinforcement learning for forecasting must learn from binary, delayed, and noisy rewards, a regime where standard fine-tuning is brittle. We show that outcome-only online RL on a 14B model can match frontier-scale accuracy and surpass it in calibration and hypothetical prediction market betting by adapting two leading algorithms, Group-Relative Policy Optimisation (GRPO) and ReMax, to the forecasting setting. Our adaptations remove per-question variance scaling in GRPO, apply baseline-subtracted advantages in ReMax, hydrate training with 100k temporally consistent synthetic questions, and introduce lightweight guard-rails that penalise gibberish, non-English responses and missing rationales, enabling a single stable pass over 110k events. Scaling ReMax to 110k questions and ensembling seven predictions yields a 14B model that matches frontier baseline o1 on accuracy on our holdout set (Brier = 0.193, p = 0.23) while beating it in calibration (ECE = 0.042, p < 0.001). A simple trading rule turns this calibration edge into \$127 of hypothetical profit versus \$92 for o1 (p = 0.037). This demonstrates that refined RLVR methods can convert small-scale LLMs into potentially economically valuable forecasting tools, with implications for scaling this to larger models.

arXiv.org

We asked different AI engines a news-related question that required predicting the future and calling upon their RAG capabilities #TTMO #AI #ChatGPT #CoPilot #mistral #claude #RAG #Predictions #technology #tech #LLM #FuturePrediction #MachineLearning

https://medium.com/@chribonn/ai-got-it-wrong-news-7d9863ab39b5

AI Got It Wrong — News - Alan C. Bonnici - Medium

We consulted six AI engines to obtain a news-related statistic covering a 12-month period on the success rate of SpaceX Starship missions from April 2024 to March 2025. The specific question posed…

Medium

AI Got It Wrong - News

We asked different AI engines a news-related question that required predicting the future with one news item evaluating their RAG capabilities. It's fascinating to see how each AI approaches the challenge! Who do you think gives the best response? Let us know in the comments! 👇

https://youtu.be/0kLetTKvsiA

#TTMO #AI #ChatGPT #DeepSeek #AIStudio #CoPilot #mistral #claude #RAG #Predictions #technology #tech #LLM #FuturePrediction #MachineLearning

AI Got It Wrong - News

YouTube
What's scarier is a recent Nature study predicting that by 2050, the world’s oceans could house up to 12 times as many ships. An unsettling thought for these marine giants. #Nature #environmentalstudy #futureprediction
Mind blown! 1950s tech CEO predicts smartphones and the internet. See David Sarnoff's uncanny vision for the future in this unearthed clip! #futureprediction #techvisionary #history #timetravel #prophecy #techhistory #innovation #techtimeline #visionaryleader #generationgap #futureproof #techthrowback