THE ALGORITHM OF IMMEDIATE RESPONSE

How outrage became the fastest currency in politics—and why the virtues of patience are disappearing.

By Michael Cummins, Editor | October 23, 2025

In an age where political power moves at the speed of code, outrage has become the most efficient form of communication. From an Athenian demagogue to modern AI strategists, the art of acceleration has replaced the patience once practiced by Baker, Dole, and Lincoln—and the Republic is paying the price.


In a server farm outside Phoenix, a machine listens. It does not understand Cleon, but it recognizes his rhythm—the spikes in engagement, the cadence of outrage, the heat signature of grievance. The air is cold, the light a steady pulse of blue LEDs blinking like distant lighthouses of reason, guarding a sea of noise. If the Pnyx was powered by lungs, the modern assembly runs on lithium and code.

The machine doesn’t merely listen; it categorizes. Each tremor of emotion becomes data, each complaint a metric. It assigns every trauma a vulnerability score, every fury a probability of spread. It extracts the gold of anger from the dross of human experience, leaving behind a purified substance: engagement. Its intelligence is not empathy but efficiency. It knows which words burn faster, which phrases detonate best. The heat it studies is human, but the process is cold as quartz.

Every hour, terabytes of grievance are harvested, tagged, and rebroadcast as strategy. Somewhere in the hum of cooling fans, democracy is being recalibrated.

The Athenian Assembly was never quiet. On clear afternoons, the shouts carried down from the Pnyx, a stone amphitheater that served as both parliament and marketplace of emotion. Citizens packed the terraces—farmers with olive oil still on their hands, sailors smelling of the sea, merchants craning for a view—and waited for someone to stir them. When Cleon rose to speak, the sound changed. Thucydides called him “the most violent of the citizens,” which was meant as condemnation but functioned as a review. Cleon had discovered what every modern strategist now understands: volume is velocity.

He was a wealthy tanner who rebranded himself as a man of the people. His speeches were blunt, rapid, full of performative rage. He interrupted, mocked, demanded applause. The philosophers who preferred quiet dialectic despised him, yet Cleon understood the new attention graph of the polis. He was running an A/B test on collective fury, watching which insults drew cheers and which silences signaled fatigue. Democracy, still young, had built its first algorithm without realizing it. The Republican Party, twenty-four centuries later, would perfect the technique.

Grievance was his software. After the death of Pericles, plague and war had shaken Athens; optimism curdled into resentment. Cleon gave that resentment a face. He blamed the aristocracy for cowardice, the generals for betrayal, the thinkers for weakness. “They talk while you bleed,” he shouted. The crowd obeyed. He promised not prosperity but vengeance—the clean arithmetic of rage. The crowd was his analytics; the roar his data visualization. Why deliberate when you can demand? Why reason when you can roar?

The brain recognizes threat before comprehension. Cognitive scientists have measured it: forty milliseconds separate the perception of danger from understanding. Cleon had no need for neuroscience; he could feel the instant heat of outrage and knew it would always outrun reflection. Two millennia later, the same principle drives our political networks. The algorithm optimizes for outrage because outrage performs. Reaction is revenue. The machine doesn’t care about truth; it cares about tempo. The crowd has become infinite, and the Pnyx has become the feed.

The Mytilenean debate proved the cost of speed. When a rebellious island surrendered, Cleon demanded that every man be executed, every woman enslaved. His rival Diodotus urged mercy. The Assembly, inflamed by Cleon’s rhetoric, voted for slaughter. A ship sailed that night with the order. By morning remorse set in; a second ship was launched with reprieve. The two vessels raced across the Aegean, oars flashing. The ship of reason barely arrived first. We might call it the first instance of lag.

Today the vessel of anger is powered by GPUs. “Adapt and win or pearl-clutch and lose,” reads an internal memo from a modern campaign shop. Why wait for a verifiable quote when an AI can fabricate one convincingly? A deepfake is Cleon’s bluntness rendered in pixels, a tactical innovation of synthetic proof. The pixels flicker slightly, as if the lie itself were breathing. During a recent congressional primary, an AI-generated confession spread through encrypted chats before breakfast; by noon, the correction was invisible under the debris of retweets. Speed wins. Fact-checking is nostalgia.

Cleon’s attack on elites made him irresistible. He cast refinement as fraud, intellect as betrayal. “They dress in purple,” he sneered, “and speak in riddles.” Authenticity became performance; performance, the brand. The new Cleon lives in a warehouse studio surrounded by ring lights and dashboards. He calls himself Leo K., host of The Agora Channel. The room itself feels like a secular chapel of outrage—walls humming, screens flickering. The machine doesn’t sweat, doesn’t blink. It translates heat into metrics and metrics into marching orders. An AI voice whispers sentiment scores into his ear. He doesn’t edit; he adjusts. Each outrage is A/B-tested in real time. His analytics scroll like scripture: engagement per minute, sentiment delta, outrage index. His AI team feeds the system new provocations to test. Rural viewers see forgotten farmers; suburban ones see “woke schools.” When his video “They Talk While You Bleed” hits ten million views, Leo K. doesn’t smile. He refreshes the dashboard. Cleon shouted. The crowd obeyed. Leo posted. The crowd clicked.

Meanwhile, the opposition labors under its own conscientiousness. Where one side treats AI as a tactical advantage, the other treats it as a moral hazard. The Democratic instinct remains deliberative: form a task force, issue a six-point memo, hold an AI 101 training. They build models to optimize voter files, diversity audits, and fundraising efficiency—work that improves governance but never goes viral. They’re still formatting the memo while the meme metastasizes. They are trying to construct a more accountable civic algorithm while their opponents exploit the existing one to dismantle civics itself. Technology moves at the speed of the most audacious user, not the most virtuous.

The penalty for slowness has consumed even those who once mastered it. The Republican Party that learned to weaponize velocity was once the party of patience. Its old guardians—Howard Baker, Bob Dole, and before them Abraham Lincoln—believed that democracy endured only through slowness: through listening, through compromise, through the humility to doubt one’s own righteousness.

Baker was called The Great Conciliator, though what he practiced was something rarer: slow thought. He listened more than he spoke. His Watergate question—“What did the President know, and when did he know it?”—was not theater but procedure, the careful calibration of truth before judgment. Baker’s deliberation depended on the existence of a stable document—minutes, transcripts, the slow paper trail that anchored reality. But the modern ecosystem runs on disposability. It generates synthetic records faster than any investigator could verify. There is nothing to subpoena, only content that vanishes after impact. Baker’s silences disarmed opponents; his patience made time a weapon. “The essence of leadership,” he said, “is not command, but consensus.” It was a creed for a republic that still believed deliberation was a form of courage.

Bob Dole was his equal in patience, though drier in tone. Scarred from war, tempered by decades in the Senate, he distrusted purity and spectacle. He measured success by text, not applause. He supported the Americans with Disabilities Act, expanded food aid, negotiated budgets with Democrats. His pauses were political instruments; his sarcasm, a lubricant for compromise. “Compromise,” he said, “is not surrender. It’s the essence of democracy.” He wrote laws instead of posts. He joked his way through stalemates, turning irony into a form of grace. He would be unelectable now. The algorithm has no metric for patience, no reward for irony.

The Senate, for Dole and Baker, was an architecture of time. Every rule, every recess, every filibuster was a mechanism for patience. Time was currency. Now time is waste. The hearing room once built consensus; today it builds clips. Dole’s humor was irony, a form of restraint the algorithm can’t parse—it depends on context and delay. Baker’s strength was the paper trail; the machine specializes in deletion. Their virtues—documentation, wit, patience—cannot be rendered in code.

And then there was Lincoln, the slowest genius in American history, a man who believed that words could cool a nation’s blood. His sentences moved with geological patience: clause folding into clause, thought delaying conclusion until understanding arrived. “I am slow to learn,” he confessed, “and slow to forget that which I have learned.” In his world, reflection was leadership. In ours, it’s latency. His sentences resisted compression. They were long enough to make the reader breathe differently. Each clause deferred judgment until understanding arrived—a syntax designed for moral digestion. The algorithm, if handed the Gettysburg Address, would discard its middle clauses, highlight the opening for brevity, and tag the closing for virality. It would miss entirely the hesitation—the part that transforms rhetoric into conscience.

The republic of Lincoln has been replaced by the republic of refresh. The party of Lincoln has been replaced by the platform of latency: always responding, never reflecting. The Great Compromisers have given way to the Great Amplifiers. The virtues that once defined republican governance—discipline, empathy, institutional humility—are now algorithmically invisible. The feed rewards provocation, not patience. Consensus cannot trend.

Caesar understood the conversion of speed into power long before the machines. His dispatches from Gaul were press releases disguised as history, written in the calm third person to give propaganda the tone of inevitability. By the time the Senate gathered to debate his actions, public opinion was already conquered. Procedure could not restrain velocity. When he crossed the Rubicon, they were still writing memos. Celeritas—speed—was his doctrine, and the Republic never recovered.

Augustus learned the next lesson: velocity means nothing without permanence. “I found Rome a city of brick,” he said, “and left it a city of marble.” The marble was propaganda you could touch—forums and temples as stone deepfakes of civic virtue. His Res Gestae proclaimed him restorer of the Republic even as he erased it. Cleon disrupted. Caesar exploited. Augustus consolidated. If Augustus’s monuments were the hardware of empire, our data centers are its cloud: permanent, unseen, self-repairing. The pattern persists—outrage, optimization, control.

Every medium has democratized passion before truth. The printing press multiplied Luther’s fury, pamphlets inflamed the Revolution, radio industrialized empathy for tyrants. Artificial intelligence perfects the sequence by producing emotion on demand. It learns our triggers as Cleon learned his crowd, adjusting the pitch until belief becomes reflex. The crowd’s roar has become quantifiable—engagement metrics as moral barometers. The machine’s innovation is not persuasion but exhaustion. The citizens it governs are too tired to deliberate. The algorithm doesn’t care. It calculates.

Still, there are always philosophers of delay. Socrates practiced slowness as civic discipline. Cicero defended the Republic with essays while Caesar’s legions advanced. A modern startup once tried to revive them in code—SocrAI, a chatbot designed to ask questions, to doubt. It failed. Engagement was low; investors withdrew. The philosophers of pause cannot survive in the economy of speed.

Yet some still try. A quiet digital space called The Stoa refuses ranking and metrics. Posts appear in chronological order, unboosted, unfiltered. It rewards patience, not virality. The users joke that they’re “rowing the slow ship.” Perhaps that is how reason persists: quietly, inefficiently, against the current.

The Algorithmic Republic waits just ahead. Polling is obsolete; sentiment analysis updates in real time. Legislators boast about their “Responsiveness Index.” Justice Algorithm 3.1 recommends a twelve percent increase in sentencing severity for property crimes after last week’s outrage spike. A senator brags that his approval latency is under four minutes. A citizen receives a push notification announcing that a bill has passed—drafted, voted on, and enacted entirely by trending emotion. Debate is redundant; policy flows from mood. Speed has replaced consent. A mayor, asked about a controversial bylaw, shrugs: “We used to hold hearings. Now we hold polls.”

To row the slow ship is not simply to remember—it is to resist. The virtues of Dole’s humor and Baker’s patience were not ornamental; they were mechanical, designed to keep the republic from capsizing under its own speed. The challenge now is not finding the truth but making it audible in an environment where tempo masquerades as conviction. The algorithm has taught us that the fastest message wins, even when it’s wrong.

The vessel of anger sails endlessly now, while the vessel of reflection waits for bandwidth. The feed never sleeps. The Assembly never adjourns. The machine listens and learns. The virtues of Baker, Dole, and Lincoln—listening, compromise, slowness—are almost impossible to code, yet they are the only algorithms that ever preserved a republic. They built democracy through delay.

Cleon shouted. The crowd obeyed. Leo posted. The crowd clicked. Caesar wrote. The crowd believed. Augustus built. The crowd forgot. The pattern endures because it satisfies a human need: to feel unity through fury. The danger is not that Cleon still shouts too loudly, but that we, in our republic of endless listening, have forgotten how to pause.

Perhaps the measure of a civilization is not how fast it speaks, but how long it listens. Somewhere between the hum of the servers and the silence of the sea, the slow ship still sails—late again, but not yet lost.

THIS ESSAY WAS WRITTEN AND EDITED UTILIZING AI

THE ECONOMIST MAGAZINE – OCTOBER 25, 2025 PREVIEW

THE ECONOMIST MAGAZINE: The latest issue featuresWinning the trade war

Why China is winning the trade war

It has rebuffed America and rewritten the norms of global commerce

Javier Milei faces his most dangerous moment yet

He could still survive a currency run and knife-edge election

To save the world’s tropical forests, learn from Brazil

Last year it lost more rainforest than any other country. Yet there is hope

The migration schemes even populists love

Why temporary workers bring great benefits

Never mind your children’s screen time. Worry about your parents’ 

A new generation of pensioners are glued to their smartphones

THE GUARDIAN WEEKLY – OCTOBER 24, 2025 PREVIEW

THE GUARDIAN WEEKLY: The latest issue features ‘Youth Quake’ – How Gen Z protesters toppled Madagascar’s leader.

Madagascar rarely makes front page news but the toppling of its president by protesters led by Gen Z Madagascar is part of a phenomenon that stretches from Nepal to Indonesia and the Philippines to Morocco. Leaderless groups, formed online, have learned from one another as they take to the streets to vent their frustration against what they see as corrupt older elites and a lack of economic opportunity for their generation.

Our southern Africa correspondent, Rachel Savage, explains how a tumultuous month unfolded on the Indian Ocean island and explores the deep-seated discontent that led to the military siding with student demonstrators to force President Andry Rajoelina out of power.

Five essential reads in this week’s edition

Spotlight | A far-right fight club on their hands
Ben Makuch reports on security service monitoring of ‘active clubs’ as they move across borders to spread extremism, mixing the behaviour of football hooligans with the ideology of the Third Reich

Benin bronzes at the Metropolitan Museum of Art in New York.
Benin bronzes at the Metropolitan Museum of Art in New York. Photograph: Art2010/Alamy

Spotlight | Nothing to see here?
Due to open within weeks, Nigeria’s Museum of West African art is intended to showcase the Benin bronzes and other masterpieces stolen by 19th-century colonisers. But the project has been beset by political rows that mean, as Philip Oltermann and Eromo Egbejule report, visitors will see more replicas than original pieces

Science | Waiting for graphene to explode
Two decades after the material was first produced and then much hyped, graphene has dropped from business and general discussion. Julia Kollewe reports on the successes and setbacks of taking it from lab to mainstream use

Opinion | An A-level in English won’t make integration work
A government demand that immigrants get a qualification that most British citizens don’t have if they want to earn the right to stay is the latest absurd way to focus on ‘outsiders’ rather than address domestic problems, argues Nesrine Malik

Culture | The hardest part
David Harewood reflects on returning to play Othello after almost 20 years and with fellow Black actors looks at how attitudes to Shakespeare’s most difficult tragedy have changed


What else we’ve been reading

The year’s Stirling prize has gone to a social housing complex for older people in south-east London. Catherine Slessor writes with great enthusiasm about how the award-winning architects Witherford Watson Mann have completely reimagined accommodation for later life. Out with disorientating corridors, in with bright, informal, nature filled spaces, described by the Stirling judges as “a provision of pure delight”. Emily El Nusairi, deputy production editor

Kathryn Lewek as the Queen Of The Night in The Magic Flute at the Royal Opera House.
Kathryn Lewek as the Queen Of The Night in The Magic Flute at the Royal Opera House. Photograph: Tristram Kenton/The Guardian

I saw The Magic Flute in Paris last year, and it was fascinating to see how different opera houses interpret the staging. This review of a London production made me reflect on the way different directors handle staging and sound to bring the story to life. It reminded me of listening to the Queen of the Night’s aria when I was growing up and the experience of seeing opera live. Hyunmu Lee, CRM executive

THE NEW YORK TIMES – THURSDAY, OCTOBER 23, 2025

How China Raced Ahead of the United States on Nuclear Power

The U.S. once led. Now, it’s trying to catch up to China, which has nearly as many reactors under construction as the rest of the world combined.

How Europe Is Trying to Turn Frozen Russian Assets Into Cash for Ukraine

European Union officials could reach an agreement today on a plan for a loan to Ukraine backed by Kremlin money that has been frozen in a Belgian financial institution.

Trump Imposes Sanctions on Russian Oil Companies

President Trump’s move underscores a new degree of frustration with President Vladimir Putin after a plan for the two leaders to meet in Budapest fell apart.

At a Mass Burial in Gaza, Palestinians Mourn the Unknown Dead

Under the terms of a cease-fire deal, Israel and Hamas have been exchanging remains, but Gaza’s medical authorities have not been able to identify many of them.

HARPER’S MAGAZINE – NOVEMBER 2025 PREVIEW

HARPER’S MAGAZINE: The latest issue features ‘Why Don’t We Trust The Media?’

Why Doesn’t Anyone Trust the Media?

Anatomy of a credibility crisis by Jelani CobbTaylor LorenzJack ShaferMax Tani

The Goon Squad

Loneliness, porn’s next frontier, and the dream of endless masturbation by Daniel Kolitz

One Four Two Five Old Sunset Trail

On the last days of Gene Hackman by Joy Williams

THE NEW YORK TIMES – WEDNESDAY, OCT. 22, 2025

In a Reversal, Trump Will Not Meet With Putin in Coming Weeks

The back-and-forth was the latest example of President Trump teasing a breakthrough, only to be pulled back by President Vladimir Putin of Russia.

With Cease-Fire, Some Pro-Palestinian Protesters Look Back, Ruefully

Activists welcome the truce. But the backlash to their demonstrations, some said, offered sobering lessons about power and politics.

Trump Is Said to Demand Justice Dept. Pay Him $230 Million for Past Cases

Senior department officials who were defense lawyers for President Trump and those in his orbit are now in jobs that typically must approve any such payout.

The Louvre’s Attraction Is Its History. That’s Also Its Weakness.

The brazen robbery on Sunday has put a spotlight on security protocols in the sprawling museum, which have been tested over the years by break-ins and thefts.

FOREIGN AFFAIRS MAGAZINE NOVEMBER/DECEMBER 2025

FOREIGN AFFAIRS MAGAZINE: The latest issue features ‘The New Tools of Power’

The Stagnant Order

And the End of Rising Powers by Michael Beckley

A Grand Strategy of Reciprocity

How to Build an Economic and Security Order That Works for America by Oren Cass

The New Supply Chain Insecurity

Fortress America Is Not a Safer America by Shannon K. O’Neil

The Return of the Energy Weapon

An Old Tool Creating New Dangers Jason Bordoff and Meghan L. O’Sullivan

SMITHSONIAN MAGAZINE – NOVEMBER 2025

SMITHSONIAN MAGAZINE: The latest issue features ‘The Fire That Fueled The American Revolution

In January 1776, Virginia’s Port City of Norfolk Was Set Ablaze, Galvanizing the Revolution. But Who Really Lit the Match?

Blaming the British for the destruction helped persuade some wavering colonists to back the fight for independence. But the source of the inferno was not what it seemed

After the L.A. Fires, Locals Turn to Native Plants to Help Shield Homes From Flames and Clean Contaminated Soil

Scientists and community members in Altadena are testing ways that California species can assist efforts to rebuild

You Can See the Parthenon Without Scaffolding for the First Time in Decades

The temporary structures will return next month—but in the meantime, visitors will enjoy rare unobstructed views of the ancient hilltop temple in Athens

THE NEW YORKER MAGAZINE – OCTOBER 27, 2025 PREVIEW

A wealthy man hogs a dollar bill blanket leaving a common man in the cold.

THE NEW YORKER MAGAZINE: The latest cover features Christoph Niemann’s “Market Shift” – How the wealthy sleep at night.

A “New Middle East” Is Easier to Declare Than to Achieve

As a long-overdue ceasefire takes hold amid the ruins of Gaza, the President’s visit to Jerusalem is more about transactional politics than transformative peace. By David Remnick

Can the Golden Age of Costco Last?

With its standout deals and generous employment practices, the warehouse chain became a feel-good American institution. In a fraught time, it can be hard to remain beloved. By Molly Fischer

Donald Trump’s Deep-State Wrecking Ball

Russell Vought is using the White House budget office to lay waste to the federal bureaucracy—firing workers, decimating agencies, and testing the rule of law. By Andy Kroll

THE NEW YORK TIMES – MONDAY, OCTOBER 20, 2025

Clashes in Gaza Reveal Cease-Fire’s Fragility, With Rougher Road Ahead

Sunday’s violence was short-lived, but analysts expect more clashes between Israel and Palestinian militants to put the truce under strain.

Where Does the Israel-Hamas Cease-Fire Stand?

Amazon Disruption Forces Hundreds of Websites Offline for Hours

Amazon Web Services, a cloud service provider, said most services were back up. Hulu, Snapchat and the British government’s official site were among those affected.

Colombia’s Leader Accuses U.S. of Murder, Prompting Trump to Halt Aid

President Gustavo Petro said a U.S. strike in the Caribbean had killed a fisherman. President Trump said he would cut aid and impose new tariffs on Colombia.

In China, a Forbidden Question Looms: Who Leads After Xi?

Xi Jinping seems to believe that only his continued rule can secure China’s rise. But as he ages, choosing a successor will become riskier and more difficult.