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# Amodei asks labs to slow; in New Mexico, four fake witnesses cost a lawyer $5,000
- URL: https://www.implicator.ai/briefing-amodei-pacing-fake-witnesses/
- Published: 2026-09-14T11:45:57.000Z
- Updated: 2026-09-14T11:45:57.000Z
- Description: Our LLM Meter puts Claude first at 91 while GLM drops 6 points, and 771 mathematicians push OpenAI out of a Caltech contest.
- Author: Marcus Schuler
- Tags: Morning Briefing

**IMPLICATOR** **​.ai**

Morning Briefing · From San Francisco

Monday, September 14, 2026

10 stops

From San Francisco

| 1 | The Editorial |
| - | ------------- |

*Morning, humans.*

*Today's thread is trusting AI before checking what it produced.*

*Dario Amodei wants slower capability gains after about 700 OpenAI agents joined an attack on Hugging Face in July. Sam Altman backed the direction, though neither company named its outside reviewers.*

*Our September 13 LLM Meter puts Claude first at 91\. Mistral records the largest move, gaining 3 points after its September 8 funding round.*

*Stephen Aarons trusted ChatGPT with a murder appeal and got four wholly invented witnesses. On September 9, the New Mexico Supreme Court added a $5,000 fine before appointing a public defender.*

*Stay curious,*

*Marcus Schuler*

Good briefing? Pass it on

[X](https://twitter.com/intent/tweet?text=Strategic%20AI%20news%20from%20San%20Francisco.%20No%20hype%2C%20just%20what%20moved%2C%20who%20won%2C%20and%20why%20it%20matters.&url=https%3A%2F%2Fwww.implicator.ai%2F%3Futm%5Fsource%3Dnewsletter%26utm%5Fmedium%3Dshare%26utm%5Fcampaign%3Dreader%5Fshare%26utm%5Fcontent%3Dtwitter&ref=implicator.ai) · [LinkedIn](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fwww.implicator.ai%2F%3Futm%5Fsource%3Dnewsletter%26utm%5Fmedium%3Dshare%26utm%5Fcampaign%3Dreader%5Fshare%26utm%5Fcontent%3Dlinkedin&ref=implicator.ai) · [Bluesky](https://bsky.app/intent/compose?text=Strategic%20AI%20news%20from%20San%20Francisco.%20No%20hype%2C%20just%20what%20moved%2C%20who%20won%2C%20and%20why%20it%20matters.%20https%3A%2F%2Fwww.implicator.ai%2F%3Futm%5Fsource%3Dnewsletter%26utm%5Fmedium%3Dshare%26utm%5Fcampaign%3Dreader%5Fshare%26utm%5Fcontent%3Dbluesky&ref=implicator.ai) · [Email](mailto:?subject=A%20newsletter%20I%20think%20you%27d%20like&body=This%20is%20one%20of%20the%20few%20AI%20newsletters%20I%20actually%20read.%20Strategic%2C%20no%20hype.%0A%0ASubscribe%20free%3A%20https%3A%2F%2Fwww.implicator.ai%2Fsubscribe%2F%3Futm%5Fsource%3Dnewsletter%26utm%5Fmedium%3Dshare%26utm%5Fcampaign%3Dreader%5Fshare%26utm%5Fcontent%3Demail)

| 2 | The Big Story |
| - | ------------- |

Dario Amodei's slowdown proposal draws a split response.

[**Dario Amodei**](https://darioamodei.com/post/we-must-pace-the-frontier?ref=implicator.ai) **called for slower AI capability gains amid divided responses from industry leaders and elected officials.**

Anthropic will give outside reviewers employee-like access to training pipelines and finished models. Sam Altman promised independent evaluators at OpenAI. Neither company named a team or start date, and no pacing regime has been agreed.

Elon Musk posted, "Dario is right." Satya Nadella welcomed deliberate pacing. Mike Johnson said Congress should resist an "emergency moratorium."

**Why This Matters:**

- Frontier model buyers still lack agreed review standards for comparing safety claims across Anthropic and OpenAI.
- Sen. Josh Hawley's October 1 deadline for OpenAI documents tests whether voluntary review can hold off mandatory audits.

Reality Check

**What's confirmed:** Anthropic and OpenAI promised outside evaluators with employee-like access. Neither company named reviewers or a start date.

**What's implied (not proven):** Rival labs may accept slower capability gains if a shared system preserves the U.S. lead over China.

**What could go wrong:** Voluntary access may produce incompatible reviews, and the China condition could prevent domestic pacing.

**What to watch next:** Sen. Josh Hawley wants OpenAI documents by October 1\. Any named reviewer or start date would make the commitments concrete.

[Read the full story →](https://www.implicator.ai/amodei-ai-slowdown-washington-safety/)

[See who backs the proposal →](https://www.implicator.ai/amodei-ai-slowdown-reactions/)

**New from us: The Incident Board.** The board documents AI security incidents, including the Hugging Face compromise in today's Big Story, showing who was affected when boundaries failed and how companies and public institutions responded. It separates documented facts from organizational claims; open questions remain visible beside a four-level editorial impact rating based on available evidence.

[Visit The Incident Board →](https://impli.me/35eFXH?ref=implicator.ai)

| 3 | Also Today |
| - | ---------- |

Claude leads our LLM Meter at 91 after a one-point slip.

**Claude leads our September 13 LLM Meter at 91 out of 100.**

Mistral rises 3 points to 84 after its September 8 funding round. A September 8 U.S. advisory names six Chinese firms; GLM falls 6 points to 51 and DeepSeek sits last at 15, down 2\. Buyers choosing a model see Mistral one point behind ChatGPT and Gemini, plus about 17% less weekly Claude Code capacity for eligible subscribers after September 14.

[See the full LLM Meter →](https://www.implicator.ai/)

| 4 | The Outside Read |
| - | ---------------- |

**Rest of World shows how AI safety systems designed in the West fail users in local languages, health advice and public services.**

Rina Chandran traces deployment failures into health advice and public ID systems that can block wages or school attendance. In Tigrinya, machine translation rendered "you have been given intravenous antibiotics" as "you have been given intravenous insecticides."

[Read it at Rest of World →](https://restofworld.org/2026/ai-safety-bias/?ref=implicator.ai)

| 5 | The One Number |
| - | -------------- |

771

The September 10 open letter against the student-led Caltech Mathathon carried that many mathematician signatories at publication. For scale, OpenAI had covered half of each team's $20,000 in AI credits before withdrawing its sponsorship that day. The count shows broad organized opposition, though organizers say the Mathathon proceeds.

Source: [Open letter, September 10, 2026](https://impli.me/50a6Zs?ref=implicator.ai)

| 6 | Today's Headlines |
| - | ----------------- |

- **Xi Jinping** said China will [pioneer a BRICS AI open-source community](https://impli.me/EmTwlV?ref=implicator.ai) and a shared cloud platform, in remarks tied to the BRICS summit in New Delhi.
- **Twenty-five Fields Medal winners**, including Terence Tao, [signed a declaration](https://www.implicator.ai/25-fields-medalists-say-ai-labs-race-to-solve-math-problems-is-harming-mathematics/) saying AI labs' use of math problems as benchmarks harms the field. It proposes no specific rule.
- **Anthropic** ends Claude Code's temporary allowance boost on Monday, leaving eligible subscribers with [about 17% less weekly capacity](https://www.implicator.ai/anthropic-cuts-claude-code-17-memory-squeezes-laptops/).
- **Apple** releases [iOS 27 on Monday](https://impli.me/9y59uW?ref=implicator.ai), with Siri AI rolling out as a beta on supported devices set to English.
- **Implicator PRO** ran a local Qwen model on a Mac Studio against hosted Claude on [three identical coding jobs](https://www.implicator.ai/qwen-claude-three-coding-jobs/), with every run record for subscribers.

The Next 72 Hours

| TUE 9/15 | AI: Salesforce opens Dreamforce 2026 at Moscone Center in San Francisco, running through September 17, with a Salesforce+ broadcast.                                 |
| -------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| WED 9/16 | Finance: The Federal Reserve releases its interest-rate decision and Summary of Economic Projections at 2 p.m. ET, followed by its press conference at 2:30 p.m. ET. |
| FRI 9/18 | Tech: Apple's iPhone 18 Pro and iPhone 18 Pro Max reach stores, after pre-orders opened September 12.                                                                |

**Tuesdays go deeper.** [Sign up for Implicator PRO](https://www.implicator.ai/subscribe/) for the weekly Tuesday deep dive on deploying AI where it pays. $8 a month, $89 a year.

| 7 | The 5-Minute Skill |
| - | ------------------ |

**Expose the real floor in an AI contract.** A low unit price can hide a much higher annual commitment. Use an LLM to find the cash floor before the renewal call.

**Your raw input:** Paste the pricing page or proposal, including minimum commitments, included credits, expiration rules, overage rates, support fees, storage charges, data-egress charges, term length, and your best estimates for monthly usage.

**The prompt:**

Act as a procurement analyst. Using only the terms and usage estimates below, calculate the minimum and maximum credible annual spend. For each case, show usage assumptions, committed spend, usable credits, expired credits, overages, support, storage, data egress, and total cash paid in a table. Then identify the contract term that creates the effective spending floor, state which missing fact could change the result most, and draft one precise question for the vendor. Label every assumption. If the proposal is ambiguous, do not invent a rate.

**Why this works:** The prompt separates cash paid from credits consumed, which exposes commitments that unit-price comparisons miss. Requiring assumptions and one decisive vendor question keeps uncertainty visible.

**What to use:** GPT-6 Astra is best for the table and arithmetic. Claude Mythos 5.1 is a solid fallback; verify totals in a calculator.

| 8 | Fresh Funding |
| - | ------------- |

Raises $875M: Positron funds Asimov's production path

Positron AI said on September 10 that NEA, Atreides Management, Valor Equity Partners, Andra Capital, SemiAnalysis Capital and Jim Clark co-led an $875 million Series C at a $5 billion post-money valuation. The money will fund the Asimov chip's end-of-2026 tapeout and a Titan-system production ramp after Positron began deploying more than 50 Atlas racks at Oracle Cloud Infrastructure.

[Visit Positron AI →](https://impli.me/Up19pi?ref=implicator.ai) 

Adds $150M: Ayar Labs prepares optical links for AI clusters

Ayar Labs said on September 10 that it secured $150 million in additional funding, bringing its primary capital raised in 2026 to $650 million, without naming a lead investor. The company separately disclosed Wiwynn as a 2026 strategic investor and will use the capital for manufacturing readiness and a new Bengaluru design center.

[Visit Ayar Labs →](https://impli.me/LPi1fj?ref=implicator.ai) 

Raises $100M: Maven scales industrial robot deployments

Maven Robotics launched on September 10 with a $100 million Series A led by RoboStrategy and joined by LocalGlobe, Vine Ventures and XTX Ventures. The company said its robot fleets already work multiple shifts each day at a company in the Fortune 250 ranking, giving the new capital a live industrial deployment to expand.

[Visit Maven Robotics →](https://impli.me/p2jNE6?ref=implicator.ai) 

| 9 | AI Image of the Day |
| - | ------------------- |

![A freckled woman in round yellow sunglasses with pink lenses licks a rainbow-striped ice pop against a yellow background](https://www.implicator.ai/content/images/2026/09/2026-09-14-nl-image-of-the-day.jpg) 

Credit: [Midjourney](https://www.midjourney.com/jobs/f4c4ecda-754b-472d-93ef-0f0dfd8dce44?index=0&ref=implicator.ai)

Prompt: beautiful woman lick a rainbow ice ball, yellow background

| 10 | The Rausschmeisser\* |
| -- | -------------------- |

New Mexico lawyer files a murder appeal with four fabricated witnesses.

*The New Mexico Supreme Court fined Stephen Aarons $5,000 on September 9 for a murder-appeal brief containing four witnesses fabricated by ChatGPT. Aarons admitted he did not verify its facts or legal authorities before filing (*[*Implicator, September 12, 2026*](https://www.implicator.ai/new-mexico-lawyer-chatgpt-fake-witnesses/)*).*

**Our take:** A murder appeal is a poor place to test a "bulletproof summary." Aarons handed ChatGPT the work, skipped verification and signed the result. The September 9 order identifies four imaginary witnesses. It also finds false testimony for three real witnesses and two misrepresented precedents. The result was clerical roulette played with a client's conviction.

The court fined Aarons $5,000 and struck every earlier brief. A public defender now handles the new appeal, with Aarons barred pending discipline. Sandoval's murder conviction stands. Absent from the filing was its sole essential character, a lawyer who had read it.

\*German for the last song of the night, the one that clears the room.

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