Research in Science

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Researchers Decode Hidden Reasoning Traces from Proprietary LLM APIs

Encrypted chain-of-thought blocks returned by Anthropic, OpenAI and Google APIs are interchangeable across sessions, users and models. We exploit this to decode hidden reasoning at scale.

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stolen-thoughts.com·Hacker News: Front Page·13d ago·5 min read

Study examines reliability limits of error auditing for autonomous data analysis agents

Autonomous agents now carry out entire data analyses, selecting cohorts, joining tables, and fitting models with little step-by-step supervision. When such an analysis turns out to be wrong, someone must determine which operation caused it. A recent appro

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arxiv.org17d ago

How farmers' questions reshaped research on knowledge sources in regenerative agriculture

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go.nature.com24d ago

Radium-based radioactive molecules offer tabletop method for probing physics beyond the Standard Model

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physicsworld.com27d ago

Study: AI advice reduces accuracy by two-thirds while doubling user confidence

Researchers from three French and Italian universities found that access to AI advice collapsed people’s willingness to say “I don’t know” from 44% to 3%. Accuracy dropped from 27% to 9%. Confidence, meanwhile, rose from 30% to 76%. “People became much wo

Newstechnologyscienceresearch

thenextweb.com·Hacker News: Front Page·1mo ago·2 min read

Study Finds Chain-of-Thought Monitoring Can Backfire Against Persuasion Attacks; Model-Diverse Fact-Checking Offers Solution

Chain-of-thought (CoT) monitoring is a promising safety mechanism for AI agents, based on the premise that visible reasoning traces can surface misaligned or deceptive behavior. While effective in standard scenarios, recent work highlights that LLMs remai

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arxiv.org·Twitter AI (high signal)·1mo ago·2 min read

KRISS study links superconducting qubit dephasing to resonator-photon interactions

KRISS researchers linked coherence loss in superconducting qubits to resonator characteristics, finding dephasing profiles mirrored resonator.

Newstechnologyscienceresearch

quantumzeitgeist.com·Tech by Flipboard·1mo ago·3 min read

Commonwealth Fusion Systems Publishes Five Peer-Reviewed Papers Validating ARC Fusion Power Plant Physics

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cfs.energy1mo ago

Study distinguishes skepticism from cynicism in media distrust using web-tracking data from German election

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journals.sagepub.com1mo ago

German researchers propose iron powder as renewable energy storage solution using existing coal plant infrastructure

Newstechnologyscience

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interestingengineering.com1mo ago

Independent researcher recounts submission nightmare with BioEssays journal over preprint on alternative evolution

Opinioneducationscience

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oxylipins.substack.com1mo ago

JWST Panchromatic Study Reveals KELT-7 b is a Metal-Enriched Ultra-Hot Jupiter Orbiting a Young Star

We present the first panchromatic JWST transmission spectrum of an ultra-hot Jupiter, combining NIRISS and NIRSpec observations to constrain KELT-7\,b's atmospheric properties. We show evidence for charge migration in our NIRISS SOSS observation between 1

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