The Mathematics Search Engine

14+ min ago   (442+ words) The first time I let a local model drive Foundry unsupervised, it spent eleven turns trying to fix a fuzz test by renaming the test function. Not changing the logic. Renaming it. testFuzz_withdraw, then test_fuzz_withdraw, then testWithdrawFuzz, each time running the suite…...

12+ hour, 23+ min ago   (618+ words) Top Companies like Intel, AWS Academy, EC-Council, SAS, Altium, Tally, The Australia Today, LifeSenz Offers certifications The Advanced Credit Program allows students to earn credit points through certified learning, which can later be used within their academic progression. These credits…...

1+ week, 3+ day ago   (1279+ words) AI models are only as good as the data beneath them. This guide explains what data engineering for AI involves, how it differs from traditional pipelines, and how the right foundation turns stalled experiments into production-ready systems. Data engineering for…...

1+ hour, 40+ min ago   (1895+ words) gemma-4-e4b is 7.5B parameters in a 4.97 GiB file. It scored 42/56. devstral-small-2-24b is 24B in 11.90 GiB. It scored 40/56. gpt-oss-20b scored 38. Both gemma-4-12b variants - one of them at Q8_0, more than twice the precision - landed at 42.5 and 41. Three runs each. The ranges do not overlap....

2+ day, 6+ hour ago   (298+ words) Heart failure is one of the most prevalent and debilitating cardiovascular conditions, contributing significantly to global morbidity, mortality, and healthc... You will be redirected to our submission process. About this Research Topic Manuscript Submission Deadline 15 February 2027 This Research Topic is…...

2+ hour, 14+ min ago   (1314+ words) When I first read that Kafka was a "distributed event streaming platform," I nodded, closed the tab, and went back to writing REST endpoints. It took me a while to realize the problem wasn't Kafka. It was that every explanation…...

1+ hour, 41+ min ago   (154+ words) Tomorrow, First. News and intelligence for the agentic economy Mira Murati's lab releases a 276B-parameter open-weights model that matches its larger sibling on agentic benchmarks — and enters a pricing war dominated by Chinese labs. When Thinking Machines — the lab founded…...

2+ day, 9+ hour ago   (349+ words) The capability to value gap in enterprise software For decades, enterprise software required users to become experts before they could deliver business value. Learning the platform, discovering its capabilities, and figuring out how they worked together became the price of…...

1+ hour, 57+ min ago   (162+ words) Published - August 01, 2026 06:56 pm IST - KALABURAGI The exhibition was organised under the leadership of S. Vidyashankar, Vice-Chancellor of VTU, Belagavi, and the guidance of Prasad B. Rampure, Registrar, VTU. In his inaugural address, Mr. Vidyashankar said the IPBL initiative introduced by the VTU…...

2+ hour, 17+ min ago   (755+ words) A deep dive into building a cost-optimized, self-hosted AI transcription pipeline on AWS - using Spot Instances, SQS queue-based autoscaling, and Whisper Large-v3 Turbo - that beats the OpenAI Whisper API on price. Most teams building on top of speech-to-text quietly accept…...