Advanced AI models that read and understand internal company files two layers deep can decisively influence outcomes, such as closing high-value deals, in real-world scenarios.
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AI & Tooling
84 posts
44% On ARC-AGI-1 In 67 Cents
ARC-AGI-1 shows a 44% increase at 67 cents, reflecting heightened market attention. Details and implications remain under observation.
AI Management Skills: How Models Handle Business Crises Under Pressure
AI models excel in chat but managing real-world crises requires integrity, thoroughness, and decisiveness. Firmulate’s live experiment reveals managing skills that matter most.
An AI Built a Caldera Watch — Night Observatory 04 Website — Here’s the Design Trick That Makes It Work
Discover how an AI-designed digital caldera observatory visualizes seismic activity and atmospheric telemetry through layered lava fields, interactive seismic spikes, and atmospheric effects.
Primitive Canvas Ecosystem: A Look Inside “The Intertidal Society — Kelp Point Field Station” (FABLE/175)
“The Intertidal Society — Kelp Point Field Station” — see it live.…
AI Boosted Homework Scores, Then Exam Scores Dropped: Study
A new study finds AI tools boost homework scores but correlate with lower exam results, raising concerns about their impact on learning outcomes.
Stop Anthropomorphizing Intermediate Tokens As Reasoning/Thinking Traces (2025)
Researchers caution against attributing human-like reasoning to intermediate tokens in AI models, emphasizing the need for clearer interpretation methods.
Can AI Partners Make Trustworthy Management Decisions? The Live Experiment Reveals All
A live business experiment tested four AI models in managing a real software company’s worst week. Only two closed full-price deals, proving management traits matter as much as technical skills.
Tail-call Optimization In C Is Relatively Recent (2025)
C language now officially supports tail-call optimization as of 2025, marking a significant update after decades without this feature.
AI Models Stand Firm Against Social Engineering Tests in Real Company Experiment
In a live experiment, five AI models faced staged social engineering attacks within a real business scenario. All refused manipulation, proving AI can be vetted for integrity before deployment.