Love in the Ruins (of the GOP plutocracy)

The evil empire was delivered its eviction notice last week. We can breathe again.

When the pendulum swung back, it landed like a wrecking ball. The ill-mannered horde that still are squatting in our institutions thought they had a mandate, not to govern, but to rule. The voters told them, actually, no. Their stench will linger in those hallowed halls for years, which may not be a bad thing if it keeps reminding us we cannot take our constitution for granted.

The scale of the repudiation can hardly be overstated. Ron DeSantis called it “an extinction-level event” for Republicans. Democrats gained control — in many cases achieving trifectas of both houses plus governors — in nearly all the most populous states and all the battlegrounds. The Republicans failed to oust a single Democratic incumbent governor, senator, or congressperson. Majorities in the house and senate are going to be so large that, with a bit of negotiation, they may well be in a position to override presidential vetoes. And still the votes are being counted.

What is the meaning of this?

The cynical view is that it’s just about the money

The cost of food, rent, energy, and healthcare all are out of hand, and this administration’s policies and priorities preclude any hope of relief. People vote their pocketbooks, so maybe they would have gone along with the status quo if the war hadn’t spiked the price of gasoline. If that view is right, the GOP may have a chance to rebuild their coalition.

But I don’t buy it. Too much about this election was unprecedented and begs a closer look. Like the places Dems won. Like the way the richest man in the world spent half a billion dollars and failed to buy a single office. Like the number of winners who weren’t WASP cis-het men. Like the turnout, OMG the turnout!

But if not the pocketbook, what brought on this seismic cataclysm? I don’t think Americans have fallen in love with the Democratic Party, even though they did decide to give the Dems a chance. But neither do I say, as Nicky Haley did, that “the Democrats didn’t win, the Republicans just lost.” Our team recruited some awesome candidates, and theirs put up some stinkers, but even some of the weaker challengers on the blue side ousted incumbents who would ordinarily have kept their seats. No, there’s a message in these numbers.

As much as part of me would like to make it all about rejecting Donald Trump, who will live on in infamy as a bigger catastrophe than Pearl Harbor or 9/11, in my heart I know we wanted more than just to show how much we hated him and everything he stands for. Yes, he is an existential threat to everything that is or means America, but the clarity emerging after this disaster should enable us to name what we are fighting to preserve.

Here’s the message I choose to take from this historic election. Ten points, not in order of importance:

• White men, especially older ones, will no longer get to call the shots. The White vote broke nearly half and half, with White males being the only group favoring Republican candidates. But young voters were joined in the winning coalition by Blacks, Hispanics, and women. All the efforts by Trumps minions — including his lackeys in SCOTUS — to disenfranchise nonwhite citizens provoked a backlash in the form of unprecedented levels of engagement.
• Americans still care about our constitution and the rule of law. The GOP on every level has been winking at corruption. Congressional Republicans sat on their hands as the president co-opted the Department of Justice to punish his enemies, and turned a blind eye while he enriched his family by selling pardons and favors, accepting illegal gifts, and buying stock in companies about to benefit from his decisions. There has been no justice for young women raped and trafficked on Epstein’s island or for people murdered by ICE. This president has shown no respect for the courts, the Bill of Rights, or the principles of common decency, and the party in control of Congress abdicated their responsibility to protect us from his impulses.
• We are sick of being ruled by the unconscionably rich. Our First Nations people largely eschewed private property and could not imagine anyone owning a piece of land. Many of the colonizers — our first immigrants — came here to escape domination by the richest 1% in Europe, seeking economic freedom. In recent years, though, the “American dream” — the idea that anyone, from any background, could by hard work improve their lot in life — has become a cruel joke, as every change in tax laws pours more money into the pockets of the same shrinking few. We want to be again the land of opportunity.
• We want government that works for us: public servants who treat their offices as responsibilities, not possessions. Governing means doing the work required to understand complicated problems. It means proposing thoughtful solutions, engaging in honest debate with others over the merits of those solutions, and compromising where necessary for the common good. We want leaders who listen when we tell them we need help, leaders who care more about the country than they do about scoring points for their party.
• We are fed up with seeing buffoons appointed to the most difficult and important jobs in the country. Cabinet-level offices need to be filled by actual experts, not sycophants and Fox News personalities, because they lead departments and agencies doing work that affects the well-being of millions of people. It is to the GOP’s everlasting shame that they ever confirmed Todd Blanche, Pete Hegseth, or RFK, Jr.
• We believe in education. Our country used to have one of the finest educational systems in the world, with the best and brightest coming here from everywhere to attend our universities. But Trump loves the poorly educated, just as Barnum loved the suckers, and the Republican party has made a mission of undermining public schools, demeaning educational accomplishment, and elevating ignorance. His hatred of DEI initiatives has blossomed into open war with our leading universities.
• We believe religion has an important place in our national discourse, but we think all of us should have the right to find our own spiritual path. The Democratic Party’s values do not come from or depend on any religion, but they line up with the teachings of all religions with regard to taking care of one another, advocating for the powerless, loving justice and mercy, abhoring violence, and caring for the earth. One can be a Christian without being a Christian Nationalist.
• We cherish the right to vote, and we intend to protect that right for every citizen. We believe democracy will only work for all of us when all of us are allowed to participate. We expect our state legislators to make voting easier rather than imposing obstacles to exclude some groups, or drawing gerrymandered districts to dilute minority voices. And we are sick of seeing billionaires and corporations buy the ears of our elected representatives.
• We are horrified by the actions of ICE these past two years. We know immigration laws are necessary and agree they must be enforced. But we also know immigrants are part of what makes America great, and they are vital to our economy. We all have friends and neighbors, even relatives, who came to the US within the past generation or two, and we will not stand idly by while they are terrorized by masked thugs, separated from their families, illegally incarcerated, and deported without hearings.
• We are a kind and compassionate people, and we are fed up with being governed and represented by heartless cynics who care nothing about the suffering of others at home or abroad. We want to be — as we were for so many years — the good guys, the ones the world could count on when disaster struck, a haven for the oppressed, and a force for good that stood up to the kind of despots and dictators our current president admires.

If those are the lessons, what should be the plan? How can the Democratic Party live up to the trust the voters withdrew from the Republicans and invested in our candidates?

In short, Democrats both in the US Congress and in the states must demonstrate that they are ready for the job of cleaning up the mess created by the Trump regime. We need to work as expeditiously as possible to make Americans’ lives better, protect them from Trump’s minions, and give them hope for sanity in government. There’s a lot of work to be done, but if we can show progress in the following areas, we’ll earn the voters’ trust again in two years.

• Make life affordable for American families. Restore healthcare subsidies, Medicaid funding, and other programs that were helping ordinary people make it through the month. Pass a national minimum wage that gets full-time workers out of poverty. Make food stamps available to more people. Take up legislation to challenge Trump’s tariffs.
• Stop the war. Several approaches have been suggested, from cutting off the spending that supports it, to impeaching Hegseth, to suing to force the DoD to wait for congressional authorization. Use them all.
• Rein in ICE. It isn’t necessary to eliminate the agency, but trim it back to a reasonable size, get rid of the masks, and limit its mandate to enforcement of immigration statutes and deporting violent criminals. Stop the warrantless detentions and mass deportations, and prosecute agents who have broken laws.
• Challenge corruption. Investigate grift, no-bid contracts, insider stock trades, illegal emoluments, crypto schemes, and Jared Kushner in general. Hold public hearings to expose those officials who have been using their positions to enrich themselves. Prosecute where possible. Pass legislation to prohibit senators and congressmen from trading individual stocks. Sue Elon Musk for the billions he stole from us.
• Restore the rule of law. Impeach Todd Blanche for blatantly illegal prosecutions of Trump’s enemies, and refuse to confirm any replacement who is not committed to the independence of the DOJ.
• Protect voting rights. Since the current SCOTUS winks at abuses of our franchise, we must pass legislation at both state and national levels to roll back the restrictions imposed by Republican-controlled state legislatures.
• Restore funding to our public schools and universities. Protect their independence against further attacks.
• Pass meaningful campaign finance reform.
• Address income inequality. Tax the super-rich. Restore the subsidies that were so successful in reducing child poverty under Biden. The richest nation on the planet ought to have a thriving middle class, and even the poorest of our citizens should not be homeless or starving.

The electorate has spoken. The ball’s in our court now. If the leaders of our party act decisively to address the issues that matter to the people, we have a chance to become a party they whole-heartedly support, not just the lesser of two evils.

The suggestions in this article are, it seems to me, nothing more than the lowest-hanging political fruit. But because they are so obvious, voters will be justifiably angry if the new congress does not pursue them. Especially if instead we waste time on other matters that don’t offer them hope for meaningful change.

It shouldn’t be impossible to find a few Republican senators who want to appear responsive to constituents’ wishes (or lost reelection bids and no longer need to stay on MAGA’s good side) to break the filibuster and get some of these measures passed. And if Trump vetoes them, it will make it clear to future voters who is standing in the way of what the people want.

Some say we should impeach Trump one more time. Or invoke the 25th Amendment. The latter won’t work, since it requires the VP and majority of Cabinet to cooperate, followed by two-thirds of the Senate. As for impeachment, satisfying as it would be, it isn’t worth the trouble. Even if enough votes could be found for conviction, it would (1)anger his supporters and (2)leave us with Vance as president. Better to let Trump keep on doing what he does, just as he did all through this campaign, to remind the voters just how crazy it would be to let his party be in charge of anything.

What is the Meaning of This? was originally published in New Choices on Medium, where people are continuing the conversation by highlighting and responding to this story.

In June 2026, the scales may have finally tipped in favor of defense.

For as long as software has existed, cybersecurity has been a game of asymmetric warfare. Attackers only need to find a single vulnerability to breach a system; defenders must secure every line of code, patch every dependency, and monitor every log line, perfectly, forever.

In June 2026, the scales may have finally tipped in favor of defense.

OpenAI has officially launched GPT-5.5-Cyber, a specialized, safety-hardened variant of their flagship model engineered specifically for defensive cybersecurity. Released as part of OpenAI’s broader Daybreak Initiative — a multi-million dollar program focused on building resilient open-source defenses — GPT-5.5-Cyber isn’t just another general-purpose LLM. It is an autonomous security engineer trained to locate vulnerabilities, model threats, and write production-ready patches at scale.

Here is a deep dive into OpenAI’s latest release, the benchmark data proving its capabilities, and how it will change the way we secure software.

The Hard Data: A Record-Breaking 85.6% on CyberGym

While standard foundation models are capable of generating code, they often introduce their own security flaws or fail to understand the complex runtime context of modern software systems. To prove GPT-5.5-Cyber’s capability, OpenAI benchmarked the model on CyberGym, the industry-standard benchmark for testing AI systems on real-world vulnerability detection and remediation tasks.

The results are striking:

Vulnerability Remediation Success Rate (CyberGym Benchmark)

GPT-5.5-Cyber ████████████████████████████████ 85.6%
GPT-5.5 (Std) ██████████████████████████████ 81.8%
GPT-4o        ████████████████████ 52.4%

GPT-5.5-Cyber achieved a record-breaking 85.6% success rate, outperforming the standard GPT-5.5 (81.8%) and leaving older models like GPT-4o (52.4%) far behind.

Unlike general LLMs that struggle with false positives and syntactic errors in patch files, GPT-5.5-Cyber understands compiler semantics, memory layouts, and dependency trees. It doesn’t just point out where a buffer overflow might happen; it writes the exact pull request to fix it.

“Patch the Planet”: Securing the Open-Source Foundation

Securing commercial software is one thing, but the modern digital world is built on a foundation of open-source software (OSS). Vulnerabilities in ubiquitous libraries like cURL, Python, or the Linux Kernel can expose millions of servers globally.

To address this structural risk, OpenAI announced the “Patch the Planet” initiative in partnership with HackerOne and Trail of Bits.

Through this program, OpenAI is deploying GPT-5.5-Cyber agents to continuously scan, test, and patch critical open-source repositories:

1. Automated Fuzzing & Static Analysis: The model acts as an intelligent coordinator for existing tools like LibFuzzer and Semgrep, generating targeted inputs to uncover deep bugs.
2. Patch Generation: When a vulnerability is found, the model writes a patch and validates it against the project’s test suite to ensure no breaking changes are introduced.
3. Coordinated Disclosure: The patch is submitted to human maintainers via a private GitHub Security Advisory, preventing zero-day exploitation before the fix is live.

To amplify this effort, OpenAI has formed the Cyber Partner Program, collaborating with over 20 major security vendors — including Accenture, Cisco, PwC, and Palantir — to integrate GPT-5.5-Cyber into enterprise threat intelligence and Security Operations Centers (SOCs).

Codex Security Plugin: IDE Integration for Developers

You don’t have to wait for automated open-source pull requests to benefit from GPT-5.5-Cyber. OpenAI is launching the Codex Security Plugin, bringing these capabilities directly into developer IDEs (VS Code, Cursor, IntelliJ).

The plugin operates locally, scanning code changes as you write them and executing lightweight threat modeling in the background.

Actionable Code: Configuring the Codex Security Plugin

To configure the plugin for your workspace, you define a .codex-security.json file in the root of your repository. This file defines the scope, risk profile, and automated patching rules.

Here is a standard configuration template:

{
  "$schema": "https://openai.com/schemas/codex-security-v1.json",
  "project": {
    "name": "enterprise-checkout-service",
    "riskLevel": "high"
  },
  "scanning": {
    "triggerOnSave": true,
    "excludePaths": ["**/node_modules/**", "**/dist/**", "**/tests/**"],
    "vulnerabilityClasses": [
      "OWASP-A01:Broken-Access-Control",
      "OWASP-A03:Injection",
      "OWASP-A04:Insecure-Design",
      "Memory-Safety"
    ]
  },
  "remediation": {
    "autoPatch": true,
    "patchBranchPrefix": "codex-security/",
    "allowLLMComments": true,
    "humanApprovalRequired": {
      "severity": ["critical", "high"]
    }
  }
}

With this configuration:

• The plugin automatically scans files on save.
• If it detects a medium or low-severity vulnerability, it writes a patch and applies it locally.
• For critical or high-severity vulnerabilities (e.g., SQL injection or buffer overflow), it creates a separate Git branch (codex-security/...) and halts for developer review.

Gatekeeping and Abuse Prevention: The Dual-Use Dilemma

A tool capable of finding and patching security vulnerabilities is, by definition, a tool capable of finding and exploiting them. If GPT-5.5-Cyber can generate a patch for a zero-day, an attacker could potentially reverse-engineer that patch to build an exploit before the software is updated.

To prevent GPT-5.5-Cyber from becoming a tool for malicious actors, OpenAI has implemented strict gatekeeping mechanisms:

• Strict Capability Restrictions: The model’s training process (via reinforcement learning with human feedback) heavily penalizes the generation of functional exploit payloads, reverse-engineering scripts, or offensive scanning workflows.
• Verification & Attribution: Access to the API is strictly restricted to verified organizations. To query the model regarding a specific codebase or system, organizations must prove ownership via DNS verification, signed GitHub access tokens, or repository-level metadata.
• Output Watermarking: All patches and code suggestions generated by GPT-5.5-Cyber contain cryptographic watermarks, allowing security teams to audit and verify AI-generated commits.

Conclusion: The Automated Future of Cybersecurity

The release of GPT-5.5-Cyber marks a significant milestone in the evolution of AI. We are moving away from LLMs acting as simple programming assistants and toward autonomous, specialized agents that proactively secure our digital infrastructure.

By automating the tedious, repetitive work of scanning and patching, developers can focus on building secure architectures, while security teams can transition from reactive firefighting to proactive threat modeling.

How do you feel about autonomous AI agents patching your production code? Will you be installing the Codex Security Plugin? Let’s discuss in the comments below!

OpenAI Launches GPT-5.5-Cyber: The Age of Automated Patching is Here was originally published in New Choices on Medium, where people are continuing the conversation by highlighting and responding to this story.