When deep research isn't enough for your business: Sakana AI launches 'ultra deep research' agent for 100+ page reports in 8 hours
venturebeat.com/ai/when-deep-r…
PANOORIN: Sinagot ni Sen. Sherwin Gatchalian ang puna ni Sen. Loren Legarda na “unconstitutional” ang nangyaring reorganization sa Senado.
“We respect her opinion, but matibay rin ang opinion ng Integrated Bar of the Philippines, ng association ng mga law school deans, at siyempre ng mga dating Senate president. Mas mabigat ang opinion nila dahil ang mga ganitong bagay ay pinag-aaralan nila,” ani Gatchalian. | via @GabGonzales42
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🚀 Today, we’re excited to introduce SimpleTES for scaling the scientific discovery loop.
🧵 I always ask myself: what are we actually scaling in scientific discovery?
Most LLM discovery methods focus on test-time scaling generation — more tokens, more agents, more turns.
But science advances through the evaluation-driven loops: propose → evaluate → refine → repeat.
SimleTES captures this idea, discovering SOTA solutions across 21 scientific problems!
Key discoveries:
🏎️ 2.17x faster lasso solver than glmnet — the gold-standard LASSO solver, engineered for decades.
⚛️ 24.5% fewer quantum routing overhead on IBM Q20 — superior than previous standard library LightSABRE.
📐 0.380868 on Erdős Minimum Overlap — outperforming previous solutions from mixed-frontier ensembles or humans.
🧬 0.74 on Tabula Muris (scRNA-seq denoising) — new SOTA, generalizing to unseen tissue types without retraining.
#LLM#AI4Science#ScalingLaws#SimpleTES#MachineLearning
the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work
I've seen $300 courses that don't cover what he shows in the first 10 minutes
CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns
all in one video and completely free
works whether you're a developer, a beginner, or someone who's been using Claude for months
based on this, I put together 18 things you can copy and use in Claude today
full guide in the article below
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