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News
Eyes on Asiad-bound Corpus as PGT goes to Summit Point
1+ week, 17+ hour ago (11+ words) PressReader...
Adaption Labs Introduces 'Invent a Dataset': Training Data Generated From a Task Description, Not a Seed Corpus
1+ week, 2+ day ago (284+ words) You do not arrive with a seed corpus, a predefined schema, or a labeling guide. Is it deployable?...
I Gave the Same Governance Audit to One AI and an AI Swarm. They Missed the Same Bug.
2+ week, 2+ day ago (1683+ words) I had a real governance corpus available: 341 Markdown documents covering an enterprise governance library...The corpus was a frozen working governance library I had legitimate access to and could safely use for...I am not publishing the corpus itself....And,…...
When Your Benchmark Finally Tells the Truth
1+ week, 1+ day ago (1527+ words) Some corpus slices would not run fully....The raw synthetic corpus went from 124/145 to 145/145 processed rows....The raw sibling-repo corpus went from 0/10 to 10/10 — zero usable data to fully usable data....That is the difference between a corpus you can reason…...
A Better Model Improved the Numbers. It Didn't Fix the Product.
1+ week, 6+ hour ago (985+ words) After fixing the parser, prompt, result-reset, and corpus timestamp issues, we finally had a benchmark...We ran two working cloud models through the full corpus: openai/gpt-4o-mini and meta-llama/llama-3.1-...The broadest comparison is the full-corpus view....
I described 1,245 tables with an LLM and retrieval got worse
1+ day, 12+ hour ago (1126+ words) table, get back a sentence describing each one, index the sentences alongside the names, and now the corpus...BM25 scores a term by inverse document frequency: N is the corpus size, n_t the number of documents containing...
I Thought This Was a Classification Problem. It Wasn't.
1+ week, 2+ day ago (963+ words) These were not full-blown multi-iteration field tests on every corpus....This time the corpus didn't let me get away with that story....
How a Dedup Pass Deleted My Training Curriculum
3+ week, 21+ hour ago (414+ words) dedup key replaced by a unique object so that nothing collapses: 38,988 lines, 41.5% of the weighted corpus...They ended up at most 5.7% (2,861 of 50,145), a smaller share of the corpus than the neutral turns they...
AI takes translation research into a new era
1+ week, 1+ day ago (1201+ words) But corpus research is not an easy task....Before researchers can analyse a corpus, they have to collect the material, organise it, clean it, add...
FHIR R4 for ML Engineers: What Actually Lives in a Patient Record
1+ week, 5+ hour ago (930+ words) In a real Synthea corpus, Observation outnumbers everything else by an order of magnitude....My 78-patient corpus indexed 41,837 observations against 2,791 conditions and 3,416 medication requests...