#sg-mcmc-algorithm

[ follow ]
#chanceometers #decision-making #uncertainty #ai-tools #limbic-analytics #model-quantization #ai-engineering
Artificial intelligence
fromMedium
3 weeks ago

Less Compute, More Impact: How Model Quantization Fuels the Next Wave of Agentic AI

Model quantization and architectural optimization can outperform larger models, challenging the belief that more GPUs equal greater intelligence.
fromWIRED
1 month ago

You Can Approximate Pi by Dropping Needles on the Floor

Pi is an infinitely long decimal number that never repeats. How do we know? Well, humans have calculated it to 314 trillion decimal places and didn't reach the end. At that point, I'm inclined to accept it. I mean, NASA uses only the first 15 decimal places for navigating spacecraft, and that's more than enough for earthly applications.
OMG science
Artificial intelligence
fromwww.scientificamerican.com
4 weeks ago

As AI keeps improving, mathematicians struggle to foretell their own future

First Proof, a benchmarking initiative, is launching its second round to evaluate large language models' ability to contribute to research-level mathematics, now requiring transparency and access from participating AI companies.
Artificial intelligence
fromAxios
4 weeks ago

AI hacks for your March Madness bracket

AI excels at identifying patterns rather than predicting random events, making it better suited for analyzing tournament trends than picking individual game winners.
fromMedium
2 months ago

From Graphs to Generative AI: Building Context That Pays-Part 1

Every year, poor communication and siloed data bleed companies of productivity and profit. Research shows U.S. businesses lose up to $1.2 trillion annually to ineffective communication, that's about $12,506 per employee per year. This stems from breakdowns that waste an average of 7.47 hours per employee each week on miscommunications. The damage isn't only interpersonal; it's structural. Disconnected and fragmented data systems mean that employees spend around 12 hours per week just searching for information trapped in those silos.
Data science
Artificial intelligence
fromTechCrunch
1 month ago

Perplexity's new Computer is another bet that users need many AI models | TechCrunch

Perplexity launches Computer, an agentic tool for Max subscribers that unifies AI capabilities to execute complex workflows independently using 19 models and create subagents.
Artificial intelligence
fromTheregister
1 month ago

AI models get better at math but still get low marks

Current LLMs struggle with mathematical accuracy, with even top performers scoring C-grade equivalent on practical math benchmarks, though recent versions show modest improvements.
Artificial intelligence
fromInfoQ
2 months ago

Autonomous Big Data Optimization: Multi-Agent Reinforcement Learning to Achieve Self-Tuning Apache Spark

A Q-learning agent autonomously learns and generalizes optimal Spark configurations by discretizing dataset features and combining with Adaptive Query Execution for superior performance.
Artificial intelligence
fromInfoQ
2 months ago

Foundation Models for Ranking: Challenges, Successes, and Lessons Learned

Large-scale search and recommendation systems use two-stage retrieval and ranking pipelines to efficiently serve personalized results for hundreds of millions of users and items.
[ Load more ]