The Amped Journal

A debate spreading through AI circles is questioning whether premium frontier models from labs like Anthropic and OpenAI will keep their edge or become commodity utilities. Predictions of a plateau around GPT-5.5 or Claude Opus 4.8 have repeatedly proven wrong as recursive self-improvement widens the capability gap, with Claude Fable 5 currently leading benchmarks. Yet usage rankings tell a different story: cost-effective open models like China's DeepSeek V4 Flash are pulling ahead on adoption. Anthropic says AI now writes roughly 80% of its own code, underscoring how fast the loop is compounding - and raising the stakes for SaaS companies built on the assumption that model access alone is a moat.

Simon Willison, a widely followed independent developer and creator of the Datasette project, shared what he calls the most useful Fable tip he's found: instructing the model to use its own judgment about running coding subtasks on a lower-power model instead of defaulting to the priciest one. He says telling Claude to "use your judgment to decide an appropriate lower power model and run that in a subagent" for coding tasks has noticeably cut his token usage, and he posted further notes on the technique on his blog.

Thariq (@trq212), an AI researcher, published an article on identifying "unknown unknowns" when prompting Fable, Anthropic's coding-focused model, for software tasks. He outlines techniques including running deliberate blindspot passes, interviewing the model about its assumptions, and quizzing it before merging code - all aimed at closing the gap between what a developer thinks they asked for and what the model actually built against the real codebase.

Amjad Masad, CEO of the AI coding platform Replit, is promoting a new video generation capability built directly into the product, extending Replit's reach beyond code and app generation into media creation.

Micron, the US memory chipmaker, broke ground on a ¥1.5 trillion ($9.3 billion) expansion of its factory in western Japan to produce advanced memory chips. The investment adds to a wave of memory-chip capacity expansion as AI data centers drive surging demand for high-bandwidth memory.

Garry Tan, president of startup accelerator Y Combinator, argued that AI's benefits are already here, just unevenly distributed by cost. He said someone willing to spend $100,000 a year on AI tokens today can effectively live the way an average citizen will by 2028, since token costs and compute prices are on a clear downward trajectory.

Andreessen Horowitz cofounder Ben Horowitz said Silicon Valley is difficult for other regions to replicate because it requires a rare mix of technical universities, supportive policy, and risk-tolerant culture, not just capital. In a related discussion with former deputy national security advisor Anne Neuberger and VMware veteran Raghu Raghuram, Horowitz argued technology has become a central arena of national power, shaping economic growth, national security, and global partnerships - part of a16z's push to expand its international strategy.

A growing number of women on Wall Street are leaving high-paying finance jobs to build careers as online creators, according to Bloomberg, with some now earning double their previous six-figure salaries through internet fame instead.

The U.S. Army Corps of Engineers published its final report and environmental impact statement on the proposed deepening of Wilmington's harbor from 42 feet to 47 feet, along with widening and deepening the navigation channels leading to the Port of Wilmington. Port officials and business advocates say the upgrade could boost the port's competitiveness against other East Coast ports by letting it handle larger, fully loaded ships. The updated report addresses PFAS contamination concerns raised after North Carolina's Division of Coastal Management formally objected to the project's initial draft in February, though local environmental advocates still have concerns about impacts on coastal habitats.

The New Hanover Community Endowment announced more than $12 million in grants for local nonprofits, including 11 community safety grants and funding for education, affordable housing, and health equity work. Endowment president and CEO Sophie Dagenais said the awards reflect a "data-informed strategy," with the $8 million community safety portion paired with year-round technical support and a dedicated partner assigned to groups serving human trafficking victims.

The Department of Justice, EPA, and West Virginia's environmental regulator announced a proposed $450 million settlement with Chemours over PFAS contamination spanning three states, including the Cape Fear River basin that feeds Wilmington's regional water concerns. The deal includes a $22.5 million civil penalty and up to $90 million for emissions reduction or alternative drinking water relief. NC Gov. Josh Stein and Attorney General Jeff Jackson called it "a backroom deal" that left North Carolina out of the negotiations, and Cape Fear Riverkeeper Kemp Burdette said it was "clearly done behind closed doors."

New Hanover County's new Northchase Library, at 4400 Northchase Parkway West, opens to the public next week with a ribbon-cutting set for 1 p.m. July 9. The 19,941-square-foot branch is the fifth in the county library system and includes a teen multimedia room, a children's story-time pavilion, study rooms, and shelving for about 50,000 items. It's the county's second new branch in less than a year, following the downtown Grace District Main Library, which opened in October 2025.

The Gourmet Market, a longtime downtown Wilmington convenience store and market, reopened at 143 N. Front St. after two decades at 27 N. Front St., a block south. General manager Donna Stamm said the move - driven partly by renovations at the old building, now owned by developer James Goodnight - doubled the store's footprint, allowing for more shelving, a bigger walk-in cooler, expanded produce, and new items including frozen meats from a Castle Hayne farm.

NextBoat Inc. (NYSE American: NXB), a Wilmington-based pre-owned boat marketplace, announced a strategic partnership with MarineMax, one of the largest recreational boat and yacht retailers in the world. Under the five-year deal, MarineMax - which generates more than $2.3 billion in annual revenue across 120 locations, including a Wrightsville Beach dealership - becomes the first enterprise dealer group to route trade-in and pre-owned inventory through NextBoat's AI platform, with MarineMax's Newcoast arm handling financing.

Signature Autosports, a high-end custom vehicle build and restoration shop, moved this spring into a nearly 30,000-square-foot building at 1301 S. 13th St. after outgrowing its 16,000-square-foot Castle Hayne space. Owner Aaron Richardet bought the property for $2.3 million in January and renovated it to include a 4,500-square-foot showroom holding roughly 20 vehicles. Restorations at the shop typically run $200,000 to $500,000 and take about six months.

The Network for Entrepreneurs (NEW) is hosting a Deep Dive session on venture studios July 23, featuring Matt Cimino of Amped Ventures alongside Brian Ruddy of Raleigh-based studio 24 and Up. It's part of a busy stretch of local tech and startup events, including UNCW's weekly 1 Million Cups pitch forum, a July 9 CIE Innovation Forum talk on maritime cybersecurity, and NC IDEA's July 20 grant info session ahead of its fall MICRO and SEED funding cycle.