Korva rescues the ideas worth keeping from podcasts. Each one becomes a Card.

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147 Cards across 8 Sources·Added to Korva by @ruthkellan and @bentorren

From Prompt to Loop Engineering | Lightwork27 Cards

Models enter a mid-context “dumb zone” and lose capability before their context window is full.

@ruthkellan added

An agent can quit after hours of work, leaving users to discover the unfinished task much later.

@ruthkellan added

Anthropic Reads a Model's Mind, $500M to End the Common Cold & Amazon Takes On Starlink | Lightwork21 Cards

Adults face six times the heart attack risk during the seven days following a flu infection.

@ruthkellan added

A common cold between birth and age three leaves a child nearly ten times more likely to develop asthma by age six.

@ruthkellan added

The $20,000 Robot, AI's Essay Wars & Loop Engineering Explained | Lightwork19 Cards

Companies pay twice for AI: once in money, then again by contributing proprietary knowledge that makes the system more useful.

@ruthkellan added

A model’s capability can collapse in the middle of its context window, making advertised capacity dangerously misleading.

@ruthkellan added

Meta Can Read Your Brain, The AI Science Race & AI Ranking With Ion Stoica | Lightwork17 Cards

Non-invasive brain decoding jumped from roughly 8% word accuracy to Brain2QWERTY’s 61% average.

@ruthkellan added

AI-driven memory demand pushed a budget Neo laptop from $599 to $699 and a high-end MacBook Pro from $1,700 to $2,000.

@ruthkellan added

How AI Seeks to Change Every Step of the Patient Journey | Lightwork17 Cards

In a Utah pilot, 97–98% of prescription refills were judged concordant with human physician decisions.

@ruthkellan added

The system currently measures around 50 biomarkers, with ambitions to increase that number by orders of magnitude.

@ruthkellan added

The End of Human-Based Cyber Defense | Yossi Torati, A Security16 Cards

Anthropic blocked more than 800 accounts attempting autonomous actions across all 14 MITRE ATT&CK tactics.

@ruthkellan added

Annual human penetration tests often validate the testers’ limits more than the organization’s security.

@ruthkellan added

Raviraj Jain on the Six Frontiers Defining the Next Century | Lightwork15 Cards

Sending one kilogram into space fell from $54,000 about 20 years ago to roughly $900.

@bentorren added

The cost of one million tokens from the same model fell roughly 1,000 times between 2023 and 2026.

@bentorren added

The 7 Layers of the AI Data Center Stack ft. Guru Chahal | Lightwork15 Cards

The human brain runs on roughly 5–20 watts, making it about a million times more energy-efficient than current data-center computing.

@ruthkellan added

U.S. data centers use roughly as much water annually as California almond farms use in four days.

@ruthkellan added

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