The Innovation Attorney Podcast

20:52

How Should a Synthetic Biology Startup Plan...

The Innovation Attorney Podcast ·

2026/10/16

A synthetic biology startup should plan fermentation capacity as gated purchases of evidence, because H.R. 8918, the BIO SCALE Act of 2026, has funded no facility yet.The bill would direct the Secretary of Commerce to build at least three nonprofit, product agnostic precommercial facilities, with $345 million authorized for fiscal years 2026 to 2028 and $117 million for 2029 to 2030. Before a single tank is welded, though, Commerce owes Congress an implementation plan, then an open competition, then

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33:08

Own Your Agent Loop: GPT 6.1 at $2 Rewards Cache Control

The Innovation Attorney Podcast ·

2026/10/15

A startup on OpenAI’s Agents API hands over the cost lever that decides its margin on GPT 6.1 Sol, priced at $2 input and $10 output per million tokens.That lever is the cache hit rate. A 30 turn agent run costs $0.77 when every earlier token is read from cache at $0.10 per million, and $4.83 when none is, a spread of 6.25 times. Keep the loop in your own code, rent the model and the sandbox through adapters, and use the hosted service for internal work until it reaches general availability.OpenAI

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21:05

FTC AI Probe Means Agent Startups Need Records Now

The Innovation Attorney Podcast ·

2026/10/14

On September 30, 2026 the FTC confirmed an investigation of OpenAI, Anthropic, and other AI developers, so any startup deploying autonomous AI agents should assemble its records now. Six groups of records answer the questions a civil investigative demand under Section 20 of the FTC Act will ask: substantiation for every public claim about the agents, a register of what each agent was permitted to do on other systems, action level logs, testing and release decisions, an incident register, and vendor

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15:59

EU Article 50 AI Act Duties Already Bind US Startups

The Innovation Attorney Podcast ·

2026/10/13

Article 50 transparency obligations under the EU AI Act have applied to United States startups selling AI products in Europe since 2 August 2026, unaffected by the Digital Omnibus. The Digital Omnibus, Regulation (EU) 2026/1744, moved the Annex III high risk deadline to 2 December 2027, and many founders stopped reading there. Article 50 kept its date. A startup that sells a chatbot, an AI agent, or a generative tool to a European customer already owes disclosure and content marking duties, with

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22:26

How Will The ULA Sale Change National Security Launch...

The Innovation Attorney Podcast ·

2026/10/12

A United Launch Alliance sale would change National Security Space Launch pricing by moving 19 Phase 3 Lane 2 missions, worth over $5.3 billion through 2032, under an owner with different incentives than Boeing and Lockheed Martin. No buyer has been announced. Reports dated September 10, 2026 renewed speculation that the two owners, each holding 50 percent, may sell. A buyer would acquire a company that has not flown a national security mission since February 12, 2026.That date matters because a

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24:11

How Cell Phones Communicate with Satellites

The Innovation Attorney Podcast ·

2026/10/12

Cell phones communicate with satellites by sending ordinary LTE or 5G radio signals to a low Earth orbit base station licensed under FCC rules adopted March 15, 2024.The satellite carries a cellular base station and a phased array antenna that forms narrow beams on the ground. The network removes most of the delay and Doppler shift, and phones built to 3GPP Release 17 remove the rest by computing their own position from GNSS and reading satellite orbit data from the broadcast. A handset transmitting

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27:59

How Should Product Teams Reorganize to Operate like...

The Innovation Attorney Podcast ·

2026/10/12

Telemetry from 22,000 developers shows AI coding tools raised throughput 33.7% while incidents per pull request tripled, so product teams copying OpenAI’s DevDay 2026 pace inherit a review problem. Median review time rose fivefold. Your engineers are writing more code than your company can read. The reorganization that matters starts there.On September 29, 2026, OpenAI released GPT 6.1 Sol at one fifth of the token price of its top model, persistent agents called dots that connect to more than 4,000

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16:46

Bartz v. Anthropic Cost $1.5 Billion for Pirated...

The Innovation Attorney Podcast ·

2026/10/12

Bartz v. Anthropic settled for $1.5 billion because the company kept pirated books in a permanent library, even though the court held that training on books is fair use. That sentence describes the whole lesson of AI copyright and training data liability for a founder. The ruling of June 23, 2025 protected how Anthropic used the books and punished how it got them, and the district court granted final approval of the settlement on July 20, 2026.The payment works out to about $3,000 for each of

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30:37

AI Startups Need a Police Referral Policy

The Innovation Attorney Podcast ·

2026/10/12

An AI startup should tell users in its privacy policy and at the input box that staff may review conversations and report credible threats to police under 18 U.S.C. 2702(b)(8). The Lee County case shows what happens when the user learns this from a deputy at the door.On September 26, 2026, a woman in Bonita Springs, Florida, used Claude as a diary and wrote that she would shoot up the Lee County Sheriff’s Office. The next day she mentioned a new gun. Anthropic monitoring flagged the entries, a human

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24:32

Rare Earth Price Floors

The Innovation Attorney Podcast ·

2026/10/11

Domestic rare earth processing becomes financeable for a venture funded startup when a price floor and Pentagon offtake arrive with federal debt, as the $500 million Phoenix Tailings commitment shows. The floor removes price risk. The offtake removes demand risk. A processing plant still costs several hundred million dollars before it ships a kilogram, and in 2026 the money that pays for it is coming from the government’s own lending office.The reference deal is the July 10, 2025 agreement with MP

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30:42

Customer Acquisition Cost Benchmarks By Channel

The Innovation Attorney Podcast ·

2026/10/11

Cursor added its first enterprise sales representative only after crossing 200 million dollars in annual recurring revenue. Before that point, an artificial intelligence coding company that eventually reached 500 million dollars in revenue in under 24 months closed every dollar of it without a single salesperson picking up a phone. That fact alone should worry any founder who just approved a 2026 marketing budget built around the assumption that paid advertising is still the cheapest way to add a

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17:23

Elk River Nuclear Reactor in Minnesota

The Innovation Attorney Podcast ·

2026/10/11

The Elk River nuclear reactor in Minnesota ended operation in January 1968 after vessel cracks appeared, and the Atomic Energy Commission spent about $6.15 million to dismantle it by 1974. The plant had run for about 2.5 effective full power years. The repair bill was larger than anyone would pay for a demonstration plant. Its decommissioning record is one of the earliest complete cost datasets for a small power reactor in the United States, and developers of microreactors are about to pay for the

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23:47

FERC Load Orders Reshape AI Data Center Hookups

The Innovation Attorney Podcast ·

2026/10/11

An AI data center gets interconnected quickly after the FERC large load orders of June 18, 2026 only by accepting curtailment or bringing its own power supply. PJM’s capacity auction on July 14, 2026 cleared 6,831 megawatts short of the reliability requirement, and PJM’s August 13 filing names the new data center without its own capacity as the first customer to be switched off in an emergency. Developers who read the June orders as a promise of faster connections are reading half of the record.The

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20:41

How Should a Fermentation Startup Raise a Series A

The Innovation Attorney Podcast ·

2026/10/11

A fermentation startup raising a Series A in 2026 needs pilot data and conditional offtake, because Liberation Bioindustries stopped building its 600,000 liter Indiana plant in June 2026 without them.Synthetic biology investors put $1.327 billion into 64 deals through September 22, 2026, up 79.5% from the prior year. Series A deals rose from 17.6% to 32.8% of all deals, and the median disclosed round reached $13.52 million. The stage is open, and investors are using it to demand proof of production

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24:25

When Will Supersonic Passenger Flights Return After...

The Innovation Attorney Podcast ·

2026/10/11

Supersonic aircraft burn 6.1 to 8.5 times more fuel per passenger than twin aisle jets, and the FAA’s July 2, 2026 proposal addresses only sonic boom overpressure at 0.11 psf.That gap shapes every business plan now being financed. Docket FAA-2026-6935 would repeal the speed based overland ban in 14 CFR 91.817, which dates to 1973, and the comment period closed on August 17, 2026. The proposal reserves landing and takeoff noise for a later Part 36 rule, and the FAA does not expect type certificate

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34:02

AI Agents Absorb Product Manager Tasks

The Innovation Attorney Podcast ·

2026/10/11

AI agents in 2026 are absorbing product management’s feedback synthesis and documentation work, and LinkedIn retired its Associate Product Manager program in favor of an Associate Product Builder track. A State of Product Management 2026 survey of roughly 250 professionals found 47.1 percent of respondents already hand feedback synthesis to AI, while only 14.3 percent trust AI with prioritization, the judgment call that still separates one product manager from another. A startup with one or two

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30:28

How Do Startups Keep Code Quality With AI Coding Agents

The Innovation Attorney Podcast ·

2026/10/11

AI coding agents lifted pull requests per author 20 percent and incidents per pull request 23.5 percent in a 2025 benchmark, compounding to about 48 percent more incidents per engineer.That 48 percent is my arithmetic: 1.20 times 1.235. The benchmark itself, published November 12, 2025 from a survey of more than 50 engineering leaders, reported the two inputs and a change failure rate up about 30 percent. A startup that adopts coding agents without changing how it verifies and releases code should

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15:40

How the Project Pele Microreactor Works

The Innovation Attorney Podcast ·

2026/10/11

Pele is a transportable, high temperature, gas cooled reactor rated at 1.5 megawatts of electricity, fueled with 40,000 TRISO compacts that reached Idaho on November 5, 2025. It operates under Department of Energy authorization, outside Nuclear Regulatory Commission licensing. The prime contract, reported at about $300 million in June 2022, bought a prototype that now carries a three year schedule slip.In August 2023 the program manager stated a goal of a running reactor at Idaho before the end of

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31:41

How High Power Microwave Weapons Stop Drone Swarms

The Innovation Attorney Podcast ·

2026/10/11

High power microwave weapons stop drone swarms with one electromagnetic pulse, and the Army paid Epirus $43,551,060 in July 2025 for two Generation II Leonidas systems. In October 2026 the Pentagon named Leonidas the only microwave weapon in a one year drone defense pilot at five bases, and the Army documented in April 2026 that it plans no further microwave purchases. The cost per shot runs in cents, the strongest test evidence comes from the vendor, and the range stops near one kilometer.Cheap

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12:09

Founder Equity Dilution: Owning Less Than Your Option...

The Innovation Attorney Podcast ·

2026/10/10

Founder Equity Pool Size and Vesting Terms at Company FormationA founder who accepts a ten to fifteen percent employee option pool at formation without negotiating its placement on a post money basis, and who signs a standard four year vesting schedule with no double trigger acceleration, risks reaching a Series C financing holding less equity than the pool created to hire the company’s own staff. Venture financings closed through 2026 show a median founder holding 16.1 percent of a venture backed

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