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Netflix · 2022 · Created by Shonda Rhimes

You’ve seen the show. This is the real defense.

Netflix’s Inventing Anna dramatized Todd Spodek’s defense of Anna Delvey - the “fake heiress” who captivated New York. Todd is portrayed by Arian Moayed of Succession; the strategy on screen is the strategy he argued in the real courtroom.

“Just like Sinatra had to do it his way, Anna had to do it her way.”

Todd’s opening statement · The Sorokin trial, 2019

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Inventing Anna on Netflix - Todd Spodek's Anna Delvey defense dramatized
The official trailer · Inventing Anna Todd portrayed by Arian Moayed

You're sitting in federal custody right now. Your detention hearing is in 48 hours. The terror's real. You don't know what the prosecutor will argue. You're assuming the judge will be fair. You think truth matters more than strategy.

That's where you're wrong.

Federal detention hearings aren't routine procedural steps-they're make-or-break moments where the wrong preparation means spending the next year in jail while "innocent until proven guilty" becomes meaningless. At Spodek Law Group P.C., we've fought hundreds of federal detention hearings. Real cases. We know what prosecutors will argue before they say it. And we know the tactical moves that get defendants released-even when the charges look serious. Unlike other law firms who tell you to wait and see what happens, we know that waiting is exactly what costs you your freedom.

What the Prosecution Will Argue (And Why Judges Actually Believe Them)

Here's what actually happens at detention hearings: prosecutors proceed by "proffer"-they control the narrative without subjecting witnesses to cross-examination. The judge hears only their version. Only 32% of federal defendants whose cases were disposed in fiscal years 2011-2018 were released before trial (Bureau of Justice Statistics, Pretrial Release and Misconduct in Federal District Courts, Fiscal Years 2011-2018 (March 2022)), which means prosecutors usually win.

Most defendants don't understand how this works. The prosecutor stands up and tells a story. It's their story-based off what the FBI told them, not what they can actually prove-and they say you're dangerous. They say you'll flee. They present it like it's fact. But here's the thing-it's not fact. It's just what they're claiming. And the judge, who doesn't know any better, usually believes them anyway.

The government is required to prove detention by "clear and convincing evidence"-that's supposedly a high standard. They hear the prosecutor's narrative and think that's enough.

Prosecutors rarely win on danger alone-they win when you don't rebut flight risk. Think about it: proving someone's dangerous requires showing they'll commit crimes. That's hard. But flight risk? They just need to show you have money, or family overseas, or traveled a lot in the past. That's easy. And if you don't address it directly, you lose.

The proffer system lets prosecutors tell one-sided stories without witnesses exposed to cross-examination. I've seen prosecutors claim all kinds of things-that my client was the "leader" of a conspiracy, that they "directed" others, that they're "definitely" going to flee. None of it was backed by actual testimony. Just the prosecutor talking. Making narrative.

What you need to understand is this: you can demand live testimony. You can force the government to put actual witnesses on the stand. You can cross-examine them. Almost no defendants do this. They accept the proffer like it's inevitable. Regardless of what your lawyer tells you, you have the right to challenge every claim the prosecutor makes.

Here's what happens when you demand live testimony: the prosecutor actually has to prove their case in real time, in front of the judge, with you and your attorney there asking questions. They can't just tell a story. The FBI agent who investigated has to testify. The cooperating witness-if there is one-has to sit in that chair and answer questions. That changes everything. It's the difference between prosecution narrative and actual evidence. And judges notice when there's a gap between what prosecutors claimed and what their witnesses can actually say under oath.

But almost no one does this because they're scared, they're tired, they're in custody, they don't understand their rights. Your lawyer might even discourage it. "Let's not provoke them," they might say. That's exactly the wrong move. This is your freedom we're talking about.

The Pre-Hearing Evidence Package That Changes Outcomes

Your detention hearing can happen at your very first court appearance. If the prosecutor asks for more time, the law caps that continuance at three days. If your side asks, five. Weekends and holidays don't count, and a judge can go longer only for good cause.

What you gather in those few days-that determines whether you're released or held for 12+ months. Most defendants waste this time. They're in shock. They assume their lawyer will handle everything. They don't realize that employment verification before the hearing beats all other evidence combined.

Let me be real clear about this: judges have a near-uniform assumption that employed defendants are low flight risk. If you can show you have a job-an actual job with a real employer who's willing to say they want you back-that often decides everything. I've seen cases where defendants with serious charges-I'm talking trafficking, conspiracy-level allegations-got released just because they had that employment letter.

Here's what you need before that hearing:

  • Official employer letter on company letterhead confirming you're employed
  • Statement that you'd be rehired after trial
  • Employer's phone number for verification
  • If unemployed, get a job offer NOW-this is critical

But employment isn't the only thing. The Pretrial Services Report is a trap most defendants fall right into. Soon after arrest, usually before your first appearance, a pretrial services officer interviews you. You're panicked. You're in custody. You want to seem cooperative. So you answer honestly. You tell them everything. Those statements end up in permanent records and get used against you at sentencing 8-18 months later.

What almost no one knows is: you can request a copy of the report after the interview. You can challenge factual inaccuracies in writing. You can add mitigating information like treatment enrollment or employment offers. You can propose amendments. But barely no defendants or attorneys exercise this control.

You also need to gather:

  • Birth certificate for your children (shows family ties)
  • Lease or mortgage documents (show stability)
  • Utility bills in your name (prove residence)
  • Bank statements showing local account
  • Any medical records showing ongoing treatments

Time matters more than you think. Every hour you wait is evidence you're not gathering. The prosecutor is already building their case against you. They're preparing their argument about why you're dangerous, why you'll flee. Meanwhile, you're sitting in jail hoping things will work out.

If the magistrate judge detains you, you need to immediately file for district court bail review. The district judge reviews de novo-from scratch, with no deference to the magistrate. But you gotta file quick. Within 1-2 days, not weeks.

Why Most Defendants Lose Before They Ever Walk Into Court

The pretrial services interview happens within 48 hours of arrest and most defendants walk in thinking cooperation helps-they answer honestly, they minimize nothing, they provide references freely, and their statements go straight into the pretrial services report the judge leans on at the detention hearing, a report judges tend to treat as neutral fact even when it is shaped by whatever you said in that panicked first interview. But here's what almost no one knows: you can request a copy of the report after the interview, you can challenge factual inaccuracies in writing, you can add mitigating information like treatment enrollment or employment offers, you can propose amendments-and almost no defendants or attorneys do this. Beyond the interview, there's the presumption problem: statutory presumptions presume detention is necessary for certain drug and weapon charges, and defendants must rebut it. Detention advocacy isn't about sympathy or fairness, and if your lawyer isn't telling you all this stuff then they're not really fighting for you. Because this is what actually determines whether you walk out of that courtroom or spend the next year in federal detention waiting for trial.

What Happens If You Lose the Detention Hearing

So the magistrate judge just detained you. Your lawyer says "we'll try again at trial." You assume this is final. You don't realize district court bail review exists.

Most defendants don't. They accept detention when reversal was possible within 1-2 weeks.

Listen carefully: magistrate detention can be reviewed by district judge de novo. That means from scratch. The district judge doesn't care what the magistrate decided. They make their own determination based on the evidence you present to them.

There's a legitimate pathway out if you execute properly. The district judge isn't bound by what the magistrate said. In fact, they'll often take a different view of the same facts. A magistrate might be in a hurry, see a certain narrative, make a quick detention call. A district judge has time to really examine the evidence, to notice gaps, to see that prosecution claims aren't backed up. Different perspective. Different outcome possible.

You need to file immediately though. Not in a week. Not after you "think about it." Within 1-2 days. Before the BOP designates you to a facility. Once you're processed and shipped somewhere, the window closes. I've seen defendants wait too long and lose their chance.

What kind of new evidence works? Employment secured after the first hearing. Treatment enrollment for any substance issues the government raised. A different custodian who the court might find more reliable. Additional family ties documentation. Anything that addresses whatever concerns the magistrate expressed.

The standard is de novo but judges still want to see you're taking this serious. If you just come back with the same argument, you'll lose. You need to show something changed. Something new. That addresses the specific reason for detention.

Timing matters a lot here. File too fast without new evidence and you waste your shot. Wait too long and you're already designated to a facility hundreds of miles away from your lawyer. The sweet spot is 2-3 days after the magistrate hearing-enough time to gather new stuff but not so long that you're in the system.

Don't even think about circuit court appeal unless you got a real constitutional issue. Circuit judges review for "abuse of discretion"-basically they only reverse if the district judge did something totally unreasonable. That almost never happens. You're better off trying for bail again in six months when you can show changed circumstances rather than wasting time and money on circuit appeal.

Some districts vary dramatically in their detention rates. You need to know who's your judge and what they care about. Research your judge's track record-it matters more than the law.

The Release Conditions Strategy Prosecutors Don't Want You to Know

What if you can't win outright release?

The judge seems skeptical. Your lawyer is asking for release on recognizance. The prosecutor is demanding detention. You don't realize there's a middle ground.

Here's the thing: proposing specific, aggressive release conditions shows the judge you understand their concerns. It neutralizes prosecution argument. Instead of just arguing against detention, you say "I'll agree to GPS monitoring, home detention, third-party custodian, whatever it takes."

Think about it from the judge's perspective. They're worried you're going to flee or commit crime. You can address both with conditions:

  • GPS monitoring-they know where you are 24/7
  • Home detention-you can't leave except for work, treatment, court
  • Third-party custodian-someone else is responsible for you
  • Passport surrender-can't leave the country
  • Regular check-ins-pretrial services knows you're complying

The key is offering a comprehensive package. Don't just say "I'll do GPS." Say "I'll do GPS, home detention, daily check-in, drug testing, whatever the court wants." Show them you're serious about compliance.

Here's what prosecutors don't want you to know: in fiscal years 2011-2018, only 19% of released federal defendants were charged with violating a release condition, 2% were rearrested for a new offense and 1% failed to appear (Bureau of Justice Statistics, Pretrial Release and Misconduct in Federal District Courts, Fiscal Years 2011-2018 (March 2022)). The vast majority don't violate. They show up to court. They don't commit new crime. The system works when people get released with conditions.

But you gotta be specific. Vague promises don't work. "I'll be good" isn't enough. You need concrete, verifiable conditions that the court can monitor. The more specific and restrictive you make it, the more likely the judge is to agree.

I've seen defendants get release on incredibly strict conditions-basically house arrest with work release-when the prosecutor was pushing hard for detention. It's all about showing the judge there's a way to manage risk without detention.

The thing is, judges want a solution. They don't want to detain people if they don't have to. It creates liability, it costs money, it clogs up the system. When you come in with a comprehensive conditions package, you're offering them a way out. You're saying "I understand your concerns, here's how we address them, nobody needs to be in jail." That's the pitch. That's what works.

And here's what prosecutors hate about this strategy: conditions are cheaper to manage, they're less appealing to higher courts on appeal, they actually work. Compliance rates are higher than they want to admit. Most released defendants-even those on strict conditions-show up to court because they know if they don't, they're going back in and it's worse. So judges know this. They see the data. They know conditions work. But prosecutors, they don't want to admit that because their whole argument is built around "danger" and "flight risk" and if you show that risk can be managed without detention, their argument falls apart.

You Need a Federal Criminal Defense Lawyer NOW

Your detention hearing could be at your first appearance. A continuance buys days, not weeks.

Every hour you wait is evidence you're not gathering. Witnesses you're not preparing. Tactical moves you're not making. The prosecutors are already building their case. They're preparing to tell the judge why you should be locked up until trial.

Call Spodek Law Group P.C. NOW-we're available 24/7. We know what prosecutors will argue. We know what evidence changes judges' minds. We know the pre-hearing preparation strategies that get defendants released.

We've won detention hearings that looked impossible. Cases where the prosecutor had strong evidence. Where the charges were serious. Where everyone said detention was inevitable. We won because we knew how to expose the gap between what the law says and what judges actually do.

Your freedom's at stake.

Do NOT wait. Every moment matters now.

Call us immediately at (212) 300-5196. Regardless of what time it is, we'll answer.



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