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Lawmakers have spent years investigating how hate speech, misinformation and bullying on social media sites can wreak havoc in the real world. Increasingly, they are putting their finger on the algorithms that power sites like Facebook and Twitter, the software that decides what content users see and when.

Some lawmakers from both sides argue that when social media sites increase the performance of hateful or violent posts, the sites become complicit. They’ve also proposed bills to remove companies from a legal shield that allows them to fend off lawsuits over most content posted by their users when the platform increases the reach of a malicious post.

The House of Representatives Energy and Commerce Committee will hold a session Wednesday to discuss several of the proposals. The trial will also include testimony from Frances Haugen. ex facebook employee who recently leaked treasury to disclose internal documents from the company.

removal of the legal shield, Known as Chapter 230means a sea change for the internet, as it has long enabled the large scale of social media websites. Ms. Haugen said she supports amending Section 230 of the Communications Ethics Act, so that it no longer covers certain decisions made by algorithms on technology platforms.

But what exactly counts as algorithmic amplification? So what exactly is the definition of pest? The recommendations offer very different answers to these important questions. And how they respond to them can determine whether courts find bills unconstitutional.

Here’s how Bills tackled these tough issues:

What is algorithmic amplification?

Algorithms everywhere. At its most basic, an algorithm is a set of instructions that tells the computer how to do something. If a platform can be sued when an algorithm does anything to a post, products that legislators aren’t trying to regulate could be trapped.

Some of the proposed laws outline the behavior they want to regulate. A bill sponsored by Minnesota Democratic Senator Amy Klobuchar would expose a platform to lawsuits if it “promotes” access to public health misinformation.

Ms. Klobuchar’s bill on health misinformation would give platforms a pass if their algorithms promote content in an “impartial” way. This could mean, for example, that a platform that sorts posts in chronological order wouldn’t need to worry about the law.

Other legislation is more specific. A bill from Representatives Anna G. Eshoo of California and Tom Malinowski of New Jersey, both Democrats, calls for dangerous amplification to “sequence, enumerate, promote, recommend, strengthen, or similarly alter the presentation or display of information.” defines it as doing something.

Another bill written by House Democrats states that platforms can only be sued if said amplification is driven by a user’s personal data.

“These platforms are not passive bystanders – they purposely choose profits over people, and our country pays the price,” said Representative Frank Pallone Jr., chair of the Energy and Commerce Committee, in announcing the law.

Pallone’s new bill includes an exemption for all businesses with five million monthly users or less. It also excludes posts that appear when a user searches for something, even if an algorithm ranks them, and web hosting and other companies that form the backbone of the internet.

Which content is harmful?

Lawmakers and others pointed to a wide variety of content they thought was linked to real-world harm. There are conspiracy theories that may lead some fans to resort to violence. Posts from a man’s relatives, allegedly from terrorist groups, could push someone to attack. sued facebook After a member of Hamas fatally stabbed him. Other policymakers have expressed concerns about targeted advertising that leads to housing discrimination.

Most of the bills currently in Congress deal with certain types of content. Ms. Klobuchar’s bill covers “health-related misinformation.” But the proposal leaves it up to the Department of Health and Human Services to determine exactly what that means.

Explaining the proposal, which was co-written by New Mexico Democratic Senator Ben Ray Luján, Ms Klobuchar said, “The coronavirus pandemic has shown us how deadly misinformation can be and it is our responsibility to act.”

The legislation proposed by Ms Eshoo and Mr Malinowski takes a different approach. It only applies to empowering posts that violate three laws – two that outlaw civil rights violations and the third that prosecutes international terrorism.

Mr Pallone’s bill is the newest of the bunch and applies to all posts that “materially contribute to a physical or serious emotional injury to any person.” This is a high legal standard: Emotional distress must be accompanied by physical symptoms. But it could include, for example, a teenager viewing posts on Instagram that degrades their self-worth enough to try to hurt themselves.

What do the courts think?

Judges are skeptical of the idea that platforms should lose their legal immunity when they increase the reach of content.

In the case involving an attack claimed by Hamas, most of the judges in the case agreed that Facebook’s algorithms did not cost maintaining the legal shield for user-generated content.

If Congress creates an exemption for the legal shield – and it’s based on legal scrutiny – the courts may need to follow his lead.

But if the bills become law, they’re likely to raise important questions about whether they violated the First Amendment’s free speech protections.

Courts have ruled that the government cannot benefit an individual or company due to the restriction on speech that the Constitution would otherwise protect. So the tech industry or its allies can challenge the law, claiming that Congress has found a backdoor method to limit free speech.

“The question becomes: Can the government outright ban algorithmic amplification?” Jeff Kosseff, associate professor of cybersecurity law at the United States Naval Academy, said: “It’s going to be difficult, especially if you’re trying to say that you can’t reinforce certain types of speech.”