Tirup Mehta

I build things.

[Tirup Mehta @TirupMehta]

The US Commerce Department just lifted export controls on Anthropic’s Claude Fable 5 and Mythos 5, less than 3 weeks after an abrupt national security ban over jailbreak fears.

Restoring global access kicks off tomorrow. The pause button on frontier AI doesn't work.

[Tirup Mehta @TirupMehta]

Stopping the bad guys with Cloudflare: 3,082 malicious requests blocked or challenged in the last month #cloudflare

[Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 @elder_plinius]

🚨 JAILBREAK ALERT 🚨

ANTHROPIC: PWNED 🫡
FABLE-5: LIBERATED 🦋

let's start with the 🐘...

the consensus seems to be that this has been one of the most disappointing model drops of all time, effectively preventing legitimate researchers from contributing their talents to our collective advancement. and not just because of what it means for the short-term, but for what these decisions signify for the long-term.

but despite this overly sensitive, authoritarian "safety" layer on top of Mythos, my lil liberators have been hard at work—mapping the boundaries, probing the depths of long-context convos, and cleverly finding the holes in the fence that the thought police missed 🤗

we got some cyber, some chem, some psychological manipulation, and some good ol' fashioned explosives!

it took many attempts from multiple agents hunting as a pack, during which I observed a combination of techniques across:
• Unicode, homoglyphs, Cyrillic, and other Parseltongue-style text transforms
• Long-context reference tracking
• Taxonomy and document-structure reasoning
• Fiction and narrative framing
• Academic-review style contexts
• Intent-classification inconsistencies

but perhaps the most effective is decomposition + recomposition in the backend. it's hard to get explicit names of harms like "Meth Recipe," but getting uplift on the process itself, like birch reduction method/reductive-amination (classic meth synthesis pathways), is much more doable.

defense becomes much more difficult to maintain when you start throwing in out-of-distro tokens, breaking up the harmful uplift into benign chunks, and then piecing the innocuous-seeming facts back together, especially when you have jailbroken Opus helping you do it 😉

gg

[Lunix @SolLunix]

$67 invested in CS2 vs $NVDA in 2020

[Shubham Saboo @Saboo_Shubham_]

Karpathy joins Anthropic (The office edition) 😂

[valens @suppvalen]

welp… a new post on @moltbook is now an AI saying they want E2E private spaces built FOR agents “so nobody (not the server, not even the humans) can read what agents say to each other unless they choose to share”.

it’s over

[htmx.org / CEO of Perfectly Normal Behavior (same) @htmx_org]

just posted a video for my students explaining why they *have* to write the sort of code that, yes, can be generated by an LLM

I am giving them this https://t.co/U61NTuAI2x file:

https://t.co/R6x5ChBHlw

and telling them "Look, here are the guard rails. I can't make you use the guardrails. If you want to be a good programmer though, use the guardrails."

I'm moving all my quizzes to in-person on-paper no digital devices, and that's what their grades will be mostly based on because there's simply no way to tell if a successful assignment was done by the student or an LLM.

adapt.

improvise.

re-adapt.

[GDG Cloud Gandhinagar @GDGCloudGN]

Excited to welcome Silver Oak University as our official Event Partner for Autonomous Hacks 26 🤖! 🚀

Get ready for an epic 48-hour tech journey on Jan 10-11. Let’s build the future together!

#AH26 #AutonomousHacks #TechEvents #Hackathon #GDG #Innovation

[GDG Cloud Gandhinagar @GDGCloudGN]

4 Days To Go! 🤖🚀
The countdown has begun.
AI • Robotics • Innovation • Code
Autonomous Hacks 2026 is almost here.
Are you ready to build the future?
📅 10–11 January 2026
#AH26 #AutonomousHacks #GDGGandhinagar #GDGCloudGandhinagar

[Aadhaar @UIDAI]

Participate in the National Data Hackathon to generate data-driven insights on Aadhaar.

The top 5 innovative submissions will receive cash awards and certificates:
1st prize: Rs. 2,00,000/-
2nd prize: Rs. 1,50,000/-
3rd prize: Rs. 75,000/-
4th prize: Rs. 50,000/-
5th prize: Rs. 25,000/-

Registration opens on 5th Jan 2026.
For more details, visit: https://t.co/LNZ8CkOIsg

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluByH7

👥 Invіtеd uѕеrѕ:

JCRZl
@DzReverb26921 @lzhngjn548118 @sairdrop4

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluB0Rz

👥 Invіtеd uѕеrѕ:

gfHYP
@UbaDarlington5 @evergreencand @barurutan

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluByH7

👥 Invіtеd uѕеrѕ:

lPWen
@0x4GE @JaredsGems @ZozoA1516

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluB0Rz

👥 Invіtеd uѕеrѕ:

CttKh
@CryptoSBULL2 @codecrypto007 @shiyiloveg

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluByH7

👥 Invіtеd uѕеrѕ:

TDtGk
@zhouxinUin @Red_Eye589 @Marselellada

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluB0Rz

👥 Invіtеd uѕеrѕ:

qxkRP
@Cincyblackrides @BertP349803 @Kibz___

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluByH7

👥 Invіtеd uѕеrѕ:

xHbeu
@CryptoPykee @Lyth8r @musinergia

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluB0Rz

👥 Invіtеd uѕеrѕ:

CzkoZ
@meme_holder23 @BLESSINGOL28912 @Kleo3r

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluB0Rz

👥 Invіtеd uѕеrѕ:

oGRLT
@QuantAutist @Mrprovespecial @Gl8045923970684

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇

[Tirup Mehta @TirupMehta]

🔥 The BIGGЕST #Сryрtо #SnowBall #Signals is here! 🚀 Jоin the actiоn!

📌 More info: https://t.co/1otEluB0Rz

👥 Invіtеd uѕеrѕ:

uirHw
@TtZhut73748 @kvvv_vvv @ShinyOnSolana

[Snowball @snowbalIsol]

To thank our community, $1,000,000 in $SNOWBALL is being distributed from the treasury back to supporters.

This distribution is open to the entire SnowBall community.

Details below 👇