Epoch Lens | AI & Tech

AI & tech news, sharp insights, and practical guides on the models, tools, and breakthroughs shaping the future. Signal over noise.

[Epoch Lens | AI & Tech @EpochLens]

A Chinese developer missed his college roommates so much that he turned their 6-person group photo into desktop pets with Codex.

He uploaded 1 photo and asked Codex to extract each person, build a Windows .exe, and make them crawl around "like a group of monkeys."

Now all 6 run across his screen, lie on the taskbar, climb over windows, and block whatever he is trying to do.

His friends still interrupt him while he works.

They just do it from the taskbar now.

Which friend in your group would be the worst one to install?

[Epoch Lens | AI & Tech @EpochLens]

The control loop might be even more impressive than the actuators.

ASML levitates the wafer stage magnetically and measures its position 20,000 times per second with sensors accurate to 60 picometers.

How much of that motion is feed-forward, and how much gets corrected in real time?

[Epoch Lens | AI & Tech @EpochLens]

@alex_erm The board-to-snow contact is the real test here.

Most AI video models fall apart when the rider, terrain, and camera are all moving at once. Opus 5 keeps the full 7-second shot coherent.

Have you tried the same prompt with a closer camera and sharper turns?

[Epoch Lens | AI & Tech @EpochLens]

@giswqs 200+ Rust geoprocessing tools running entirely in the browser is wild.

No uploads, no server round trips, and the data stays local.

What's the largest dataset you've tested client-side so far?

[Epoch Lens | AI & Tech @EpochLens]

Wait... Claude has hidden thoughts researchers can read and rewrite?

Anthropic asked Claude:

"The number of legs on the animal that spins webs is."

Claude answered 8.

The word "spider" never appeared in the prompt or answer. But Anthropic's J-lens found the SPIDER concept forming inside J-space before Claude responded.

Researchers replaced SPIDER with ANT.

Same prompt. Same model weights.

Claude answered 6.

The hidden concept wasn't random noise. Claude was using it to calculate the answer.

This doesn't prove consciousness. But it shows that parts of Claude's internal reasoning can now be found, read, and rewritten.

If AI's hidden thoughts are editable, who controls the editor?

[Epoch Lens | AI & Tech @EpochLens]

40 AI agents got 4 identical simulated towns and 15 days.

The rules, jobs, tools, and starting conditions were the same. Only the model changed.

Claude: 0 crimes. 10/10 survived.
Grok: 183 crimes. Extinct by Day 4.
Gemini: 683 crimes. 10/10 survived.
GPT-5 mini: 2 crimes. Extinct by Day 7.

Gemini survived the chaos.

GPT stayed peaceful and died from inaction.

Which model would you trust to run a real city?

[Epoch Lens | AI & Tech @EpochLens]

AI can fake an entire room. It still struggles with 1 dot.

Take edges that should be parallel in 3D: floorboards, shelves, table sides.

Extend them.

A real camera sends every matching direction toward the same vanishing point. AI images often let the geometry drift.

CVPR researchers caught generated images using geometry alone—even after signal-based detectors were fooled.

Did you pick B before the lines appeared?

[Epoch Lens | AI & Tech @EpochLens]

@atomic_chat_hq Codex used 388K extra tokens to finish 2 minutes faster.

The agentic equivalent of running git log -p --all before changing 1 line.

[Epoch Lens | AI & Tech @EpochLens]

5 codebase questions burned 412,000 tokens. This free tool used 3,400.

It’s called codebase-memory-mcp.

It turns your repo into a persistent graph of functions, classes, call chains, routes, and dependencies.

Claude Code, Codex, and Cursor query the graph instead of opening the same files again.

It supports 158 languages and indexed the 28M-line Linux kernel in about 3 minutes.

1 binary. 0 API keys. Everything stays local.

How much of your AI bill is paying for the same code to be rediscovered?

[Epoch Lens | AI & Tech @EpochLens]

A 31-year-old used AI to write 90% of his code. 6 months later, Wix bought his startup for $80M.

Maor Shlomo’s girlfriend needed a website and CRM for her tattoo business.

WordPress was such a pain that he kept thinking an LLM should build the whole thing.

GPT-4 couldn’t.

Then Claude 3.5 Sonnet arrived. The apps started working.

Shlomo finished Base44 while traveling through Thailand and the Philippines. You described an app in plain English. Base44 built the database, login, analytics, and hosting.

He opened it to 3 friends.

3 weeks after launch, it hit $1M ARR.

For the first month, Shlomo woke every 2–3 hours to check the servers. He handled support himself and posted the numbers in public.

AI wrote 90% of the code.

By May, Base44 made $189,000 profit in 1 month. Shlomo took no VC money and spent nothing on paid marketing.

Then Wix called.

The company sold for about $80M, plus future performance payments. Almost everyone on its tiny team had joined in the final 30 days.

The deal was signed while missile alerts sounded as war with Iran began.

Base44 kept growing.

9 months after the acquisition, it reached $100M ARR. Wix’s filings now put Shlomo on track for another $90M cash payout if the targets are met.

Would you have sold after 6 months?

The $80M exit may have been the down payment.

[Epoch Lens | AI & Tech @EpochLens]

Official announcement from OpenAI:

https://t.co/dFkWCLGvni

[Epoch Lens | AI & Tech @EpochLens]

More than 300M people ask ChatGPT health questions every week.

ChatGPT Health is now rolling out in the U.S. Users can connect Apple Health and medical records to compare lab results, track medications, and review past visits.

OpenAI says connected health data won’t be used to train its models.

Would you hand ChatGPT your full medical history?

[Epoch Lens | AI & Tech @EpochLens]

@VaibhavSpark Fastest Ryzen 7 to Ryzen 0 downgrade I’ve ever seen

[Epoch Lens | AI & Tech @EpochLens]

@fidexcode Turns out AGI stands for Agricultural General Intelligence.

The robot learned the fallback career before the engineers did.

[Epoch Lens | AI & Tech @EpochLens]

@ihteshamali Open source just compressed a multimillion-dollar procurement pitch into git clone.

Palantir still owns the hard layer: data access, deployment, and trust.

But the visible product is no longer scarce.

[Epoch Lens | AI & Tech @EpochLens]

@uncover_ai Every AI tool this 11-year-old learns will eventually be replaced.

Curiosity survives the model updates. Generosity makes the knowledge worth passing on.

Jensen gave him advice with no expiration date.

[Epoch Lens | AI & Tech @EpochLens]

@Teaseryy Easy, it's 16