Shanjiv

Data scientist 👨‍🎓
Dad 👨🏻‍🍼

[Shanjiv @Shanjivkumar]

@PIW44 Good Morning brother. I’m travelling to Vagamon (Oct 2-4) with my family, is there heavy rains probability? Worried about the landslides

[Shanjiv @Shanjivkumar]

@praddy06 Brother, GM. I’ve booked for a stay at Vagamon this weekend (oct2-4) with my family. I’m concerned about the rains, can you please advise if we should go?

[Sùjith @Sk_twitzz]

An actor winning based on popularity 😭 ppl are fools 😭 I can’t digest it 😭

Then who should win?
An uneducated? Corrupt? Rowdy? Extremist?

An entire state is foolish and you’re the wisest? Lmfao. Ppl have every right to choose their own leader SIT TF DOWN.

[Brian Roemmele @BrianRoemmele]

Anthropic's Revealing Chart on AI's Impact on Jobs

Anthropic has unveiled a pivotal chart that underscores the chasm between AI's capabilities and its real-world application in the workforce.

Derived from analyzing 2 million actual conversations with Claude, this radar chart, titled "Theoretical Capability and Observed Usage by Occupational Category," paints a stark picture of untapped automation potential across various job sectors.

At its core, the chart is a spider web diagram plotting occupational categories around a circular axis, with values ranging from 0 to 1.0 representing the share of job tasks.

The expansive blue area illustrates the theoretical coverage tasks that large language models (LLMs) like Claude could perform right now based on their inherent abilities. In contrast, the much smaller red area shows observed usage, drawn from real user interactions.

The visual disparity is immediate and profound: blue spikes outward significantly in fields like computer and math (reaching about 0.75), business and finance, and office administration, while red hugs close to the center, often below 0.2 across most categories.

This gap isn't just academic; it's a "career runway," as highlighted in discussions around the chart. For programmers, 75% of tasks are theoretically automatable, yet actual usage lags far behind.

Similar vulnerabilities appear in customer service, data entry, and financial analysis, roles traditionally seen as white-collar strongholds. Meanwhile, hands-on fields like construction, agriculture, and protective services show lower theoretical exposure, with blue areas dipping to around 0.1-0.3, suggesting AI's current limitations in physical or unpredictable environments.

Broader data amplifies the chart's message. As of early 2026, 49% of U.S. jobs expose at least 25% of tasks to AI, up from 36% a year prior. Yet, mass layoffs haven't materialized; unemployment in AI-vulnerable roles remains steady.

Instead, subtler shifts are underway: a 14% drop in hiring for 22-25-year-olds in exposed positions indicates companies are prioritizing experienced workers, shortening entry-level pathways for recent graduates.

The implications are clear: while AI's red footprint grows incrementally each month, the blue expanse signals accelerating change. College-educated, higher-earning professionals, once insulated are now most at risk, flipping the script on traditional labor disruptions.

Anthropic's chart isn't a doomsday prophecy but a wake-up call, urging workers and businesses to bridge the gap through adaptation, upskilling, and ethical integration of AI tools.

Please read the 5000 Days Series at https://t.co/tcKeuiQyql for answers on how you can thrive in the Interregnum.

[Michael Truell @mntruell]

https://t.co/jZKOk8RAsV

[Shanjiv @Shanjivkumar]

@AvvatarIndia @sivaakumar_t This is shocking. Needs to be examined.

[Shanjiv @Shanjivkumar]

@mindspacemafia @MyntraSupport Did it work finally? I’m having the same issue now

[Shanjiv @Shanjivkumar]

@Kilaruness Truth 🫶🏻🫶🏻🫶🏻🫶🏻🫶🏻

[Shanjiv @Shanjivkumar]

@VettriTheatres @anirudhofficial I still remember the days where I used to wait and listen to RadioMirchi top 100 songs of the year and people used to have a tough time rating them. 2007 la Sivaji, Unnale Unnale maari blockbuster albums used to come. ❤️

[Shanjiv @Shanjivkumar]

@InvestmentBook1 Facebook + Instagram + Threads

[Shanjiv @Shanjivkumar]

@VettriTheatres @TheRoute @Jagadishbliss @noiseandgrains Sounding la Harris adichukave aaalu ila ❤️

[Shanjiv @Shanjivkumar]

@sujit_bangar How do we define youngsters here?

[Shanjiv @Shanjivkumar]

@GabbbarSingh It’s the fathers sacrifices ❤️

[Shanjiv @Shanjivkumar]

@praddy06 Hello sir, is it safe to visit Ooty, Gudalur during 29-30th September? I am planning to visit along with my 2 year old kid, your advise will be greatly appreciated 🙏

[Shanjiv @Shanjivkumar]

@PrinceEuge @Jharrisjayaraj @vijayprakash_ All time classic!

[Shanjiv @Shanjivkumar]

@sony_india Hi- I’ve reached out and they informed me that they don’t have stock of the earpads. I’m very disappointed to hear that a model which is currently in market doesn’t have a replacement ear pad. Extremely disappointing

[Shanjiv @Shanjivkumar]

@sony_india I’ve sent you a DM, kindly check and help.

[Shanjiv @Shanjivkumar]

@benetton_india where can I purchase this? Please advise.

[Shanjiv @Shanjivkumar]

@titaneyeplus Responded back via DM

[Shanjiv @Shanjivkumar]

@titaneyeplus Hi team, I’m extremely disappointed with the quality of your sunglass frames, this one broke within 2 weeks and the warranty team said it’s a mishandling issue. How can they decide it’s a mishandling issue without listening to the customer?

[Shanjiv @Shanjivkumar]

@titaneyeplus Dear team : please check your inbox. Have sent a note!