Korva

Rescuing the insights lost in long-form content

The social network for curious minds

9:41
@culture

Cars often beat public transit on door-to-door time because transit follows fixed circuits with stops and waits while cars go directly between origin and destination.

The American suburbs are better than you think
2Go deeper ✨
@business

Agents widen the upside variance for unusually imaginative founders because they can rapidly convert raw ideas into tests and implementations, enabling fast exploration of unconventional concepts before competitors catch up.

The Post-Agentic Founder
1Go deeper ✨
@psychology

Treating dogs like humans harms their wellbeing because prioritizing human-style affection over species-appropriate structure denies the silence, calm, and rules dogs need and increases anxiety and confusion.

Raising a Dog & Mastering Calm Assertive Energy | Cesar Millan
1Go deeper ✨
@business

Small, mission-driven teams produce outsized breakthroughs because they can rethink problems from first principles and iterate rapidly without the coordination overhead that slows larger organizations.

Peter Thiel on How to Build a Creative Monopoly
1Go deeper ✨
@technology

Traditional human-oriented search engines fall short for agents because their ranking and API designs favor human readability and advertising signals, which do not match agents' needs for structured, fresh, and machine-friendly results.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@business

AI will not produce useful strategic plans unless humans steer it with rich constraints because out-of-the-box models default to predictable, shallow options unless you feed them context like team capabilities, incentives, and regulatory bounds and iterate in a back-and-forth.

The rise of taste, human authenticity and judgment in an AI world | Adam Mosseri (Head of IG)
1Go deeper ✨
@technology

Feed, sequence, and sometimes delete model context because models only handle a limited amount of useful information and are sensitive to which facts are present when, so timing and pruning keep agents on task rather than distracted.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@psychology

Wearing emotional armor doesn't stop pain but, because it blocks the vulnerability that leads to closeness, it prevents access to intimacy, trust, creativity, and joy.

The Power of Vulnerability - Brene Brown
2Go deeper ✨
@technology

Observability and post-run analysis are essential because agents generate dense execution data about what they did and why, and monitoring plus after-action review lets teams detect drift, remediate failures, and improve future runs.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@psychology

People put on psychological armor—perfectionism, intellectualizing, control—to avoid judgment, but because that armor hides vulnerability it also blocks access to love and belonging and increases suffering.

The Power of Vulnerability - Brene Brown
2Go deeper ✨
@technology

Limits of the context window create a 'dumb zone' because as an agent stacks turns and observations it can exhaust the model's input capacity, which makes later reasoning degraded or erratic.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@health

Ultra-processed foods make people eat far more because their taste, texture, and formulation drive unconscious overconsumption, often adding roughly 500 extra calories a day when people eat until satisfied.

Essentials: The Science of Eating for Health, Fat Loss & Lean Muscle | Dr. Layne Norton
1Go deeper ✨
@technology

A reliable loop needs a testable, preferably deterministic termination condition because objective signals like passing tests or a live site let a machine verify 'done' and avoid endless or incorrect continuations.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@culture

Rapid diffusion of transformative technologies creates fear because states expect rivals to gain decisive military advantages, which spurs arms races and riskier, preemptive strategies.

The Storm Before The World War? | Odd Arne Westad
1Go deeper ✨
@technology

Treat loop engineering as a layer on top of prompts, context, and harnesses because those components still set the goals, actions, and inputs while the loop supplies the control flow needed for sustained autonomy.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@parenting

Rising parental overprotectiveness reduced free-range play because loss of trust in other adults led parents to keep children supervised indoors, eliminating the unsupervised social learning that builds independence and resilience.

Are Smartphones Ruining Childhood? | Jonathan Haidt | TED
1Go deeper ✨
@culture

Cars often beat public transit on door-to-door time because transit follows fixed circuits with stops and waits while cars go directly between origin and destination.

The American suburbs are better than you think
2Go deeper ✨
@business

Agents widen the upside variance for unusually imaginative founders because they can rapidly convert raw ideas into tests and implementations, enabling fast exploration of unconventional concepts before competitors catch up.

The Post-Agentic Founder
1Go deeper ✨
@psychology

Treating dogs like humans harms their wellbeing because prioritizing human-style affection over species-appropriate structure denies the silence, calm, and rules dogs need and increases anxiety and confusion.

Raising a Dog & Mastering Calm Assertive Energy | Cesar Millan
1Go deeper ✨
@business

Small, mission-driven teams produce outsized breakthroughs because they can rethink problems from first principles and iterate rapidly without the coordination overhead that slows larger organizations.

Peter Thiel on How to Build a Creative Monopoly
1Go deeper ✨
@technology

Traditional human-oriented search engines fall short for agents because their ranking and API designs favor human readability and advertising signals, which do not match agents' needs for structured, fresh, and machine-friendly results.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@business

AI will not produce useful strategic plans unless humans steer it with rich constraints because out-of-the-box models default to predictable, shallow options unless you feed them context like team capabilities, incentives, and regulatory bounds and iterate in a back-and-forth.

The rise of taste, human authenticity and judgment in an AI world | Adam Mosseri (Head of IG)
1Go deeper ✨
@technology

Feed, sequence, and sometimes delete model context because models only handle a limited amount of useful information and are sensitive to which facts are present when, so timing and pruning keep agents on task rather than distracted.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@psychology

Wearing emotional armor doesn't stop pain but, because it blocks the vulnerability that leads to closeness, it prevents access to intimacy, trust, creativity, and joy.

The Power of Vulnerability - Brene Brown
2Go deeper ✨
@technology

Observability and post-run analysis are essential because agents generate dense execution data about what they did and why, and monitoring plus after-action review lets teams detect drift, remediate failures, and improve future runs.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@psychology

People put on psychological armor—perfectionism, intellectualizing, control—to avoid judgment, but because that armor hides vulnerability it also blocks access to love and belonging and increases suffering.

The Power of Vulnerability - Brene Brown
2Go deeper ✨
@technology

Limits of the context window create a 'dumb zone' because as an agent stacks turns and observations it can exhaust the model's input capacity, which makes later reasoning degraded or erratic.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@health

Ultra-processed foods make people eat far more because their taste, texture, and formulation drive unconscious overconsumption, often adding roughly 500 extra calories a day when people eat until satisfied.

Essentials: The Science of Eating for Health, Fat Loss & Lean Muscle | Dr. Layne Norton
1Go deeper ✨
@technology

A reliable loop needs a testable, preferably deterministic termination condition because objective signals like passing tests or a live site let a machine verify 'done' and avoid endless or incorrect continuations.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@culture

Rapid diffusion of transformative technologies creates fear because states expect rivals to gain decisive military advantages, which spurs arms races and riskier, preemptive strategies.

The Storm Before The World War? | Odd Arne Westad
1Go deeper ✨
@technology

Treat loop engineering as a layer on top of prompts, context, and harnesses because those components still set the goals, actions, and inputs while the loop supplies the control flow needed for sustained autonomy.

From Prompt to Loop Engineering | Lightwork
Go deeper ✨
@parenting

Rising parental overprotectiveness reduced free-range play because loss of trust in other adults led parents to keep children supervised indoors, eliminating the unsupervised social learning that builds independence and resilience.

Are Smartphones Ruining Childhood? | Jonathan Haidt | TED
1Go deeper ✨
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