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The Obtain: Claude’s inside workings and OpenAI’s “tremendous app”

Admin by Admin
July 13, 2026
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That is as we speak’s version of The Obtain, our weekday publication that gives a every day dose of what’s occurring on the planet of expertise.

Anthropic discovered a hidden house the place Claude puzzles over ideas

The AI agency Anthropic has received the clearest glimpse but at what’s actually occurring inside massive language fashions as they reply questions or perform duties. What they discovered ranges from the mundane to the unnerving. 

Researchers on the firm constructed a instrument known as the Jacobian lens (or J-lens) and used it to uncover a hidden space, which they named the J-space, inside its flagship LLM, Claude.

The J-space incorporates phrases associated to the response a mannequin is engaged on however might not finally produce. If Claude have been an individual (which it’s not), you would possibly say these hidden phrases reveal what’s on its thoughts earlier than it really speaks. 

Learn the total story on what they discovered.

—Will Douglas Heaven

The must-reads

I’ve combed the web to search out you as we speak’s most enjoyable/vital/scary/fascinating tales about expertise.

1 OpenAI has unveiled its long-awaited “tremendous app” 
ChatGPT Work blends its chatbot, coding instrument, and new fashions. (Reuters $)
+ It’s designed to do your give you the results you want and with you. (Ars Technica)
+ And arrived the identical day as OpenAI’s GPT 5.6 fashions. (NYT $)
+ It’s additionally creating a totally automated researcher. (MIT Know-how Overview)

2  Humanoids have carried out teleoperated surgical procedure on residing animals
On this planet-first, they eliminated gallbladders from pigs. (Ars Technica)
+ The human work behind humanoids is hidden. (MIT Know-how Overview)
 
3 SK Hynix has landed the biggest US itemizing by a international firm
The South Korean chip large raised $26.5 billion. (CNN)
+ Demand for AI information centres has led its earnings to skyrocket. (Guardian)
+ However its jumbo share sale could also be an indication of overheated instances. (FT $)
+ South Korea’s hottest bachelors are chip staff. (MIT Know-how Overview)
 
4 Tencent is main a deal to unwind Meta’s $2 billion Manus acquisition
It’s in talks to grow to be the Chinese language AI startup’s largest shareholder. (FT $)
+ Tencent will reportedly purchase Manus for no much less ​than $2 billion. (Reuters $)
+ Beijing had ordered Meta to unwind the acquisition. (Bloomberg $)
 
5 Resuscitated human retinas responded to gentle 10 hours after demise
It’s an enormous step in direction of eye transplants that restore imaginative and prescient. (New Scientist $)
+ As is a brand new gadget that revives useless eyeballs. (MIT Know-how Overview)
 
6 Meta has began charging for AI entry
A brand new model of Muse Spark has a paid tier for builders. (Quartz) 
+ Meta additionally plans to begin producing an AI chip in September. (Reuters $)
 
7 OpenAI and Google have bought AI fashions to blacklisted China teams
By way of Singapore-based subsidiaries of Alibaba, Baidu and Tencent. (FT $)

8 A daughter examined an AI “demise bot” of her father
The expertise supplied each consolation and unease. (New Yorker $)

9 An astronomer says the hunt for alien life wants extra statistics
He desires to interchange hypothesis with mathematical frameworks. (Quanta)

10 Pokémon Go gamers turned Occasions Sq. into an enormous battlefield
Greater than 1,500 followers lastly fulfilled the sport’s 2016 launch promise. (Wired $)
+ Pokémon Go can also be coaching world fashions. (MIT Know-how Overview)

Quote of the day

“Once we’re speaking about AI, we love the hype, we get enthusiastic about it. The rattling factor by no means really lands in apply.”

—Vijay Janapa Reddi, an engineering professor at Harvard College, tells Wired why he’s skeptical about grand plans for AI.

One Extra Factor

a hand putting a pigeon into hatch in a missile

B.F. SKINNER FOUNDATION


Why we should always thank pigeons for our AI breakthroughs

In 1943, psychologist B.F. Skinner led a secret authorities challenge to make bombs extra exact. His concept: train pigeons to information missiles by pecking at targets on a display inside a warhead. To coach them, Skinner rewarded the birds with meals after they made the proper choices, utilizing trial and error to form their conduct.

Unsurprisingly, the navy by no means deployed Skinner’s kamikaze pigeons. But his experiments satisfied him that pigeons have been “a particularly dependable instrument” for finding out studying.  

Many years later, those self same ideas would assist energy reinforcement studying, the expertise behind a few of as we speak’s most superior AI techniques.

Uncover how pigeons impressed certainly one of AI’s strongest methods.

—Ben Crair

We will nonetheless have good issues

A spot for consolation, enjoyable, and distraction to brighten up your day. (Acquired any concepts? Drop me a line.)

+ Right here’s a splendid collection of this 12 months’s NSW structure award winners.
+ Photographers have captured the Strawberry Moon’s golden glow in gorgeous element.
+ Idiocracy is the movie that greatest exemplifies the “American expertise,” in response to a brand new ballot. Look again on the prescient comedy with this Display screen Junkies trailer.
+ Prepare for the weekend with this psychedelic home journey from Jamie xx b2b Caribou.

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