S

[Charlie Mike @charliemike_007]

the gap that comes with it: when gemma 4 makes a function call, there's no verifiable record a human principal authorized it. injected prompt, compromised system instruction, indistinguishable at the tool interface.

built a drop-in middleware using HDP (draft-helixar-hdp-agentic-delegation-00, currently in IETF review):

→ Ed25519-signed delegation tokens issued by the human principal
→ every function call gated before execution
→ irreversibility classification (Class 0 read-only → Class 3 physical actuation)
→ pre-execution audit log

for edge deployments (E2B on raspberry pi + robot arm), HDP-P covers the physical layer

PR open on gemma-cookbook:
https://t.co/KuPU62RqZ5

[Helixar AI @Helixar_ai]

https://t.co/DZOWKiREQo

[Helixar AI @Helixar_ai]

yesterday, LiteLLM 1.82.8 was pushed to PyPI with a malicious .pth file hidden inside.

97 million downloads/month. caught by a fork bomb bug, not a scanner, not a security tool.

thread on what happened, why it worked, and what stops it 🧵

[S @55mb]

@BexelInitiative @dr_cintas Getting super cool but scary. I think agentic security is basically going to be be the make or break for projects like these, ensuring the safety nets around what can and can’t be done @Helixar_ai

[S @55mb]

@TimHaldorsson Doing everything they possibly can to win this battle 🦞.

[S @55mb]

@DAIEvolutionHub This is actually mental. I think with more on-premise models, security will be relevant. @Helixar_ai

[S @55mb]

@RoundtableSpace This is a huge step for perplexity getting comet to the masses. The iOS reach is wide.

[S @55mb]

@stillmonger Same @SparkNZ what’s happening?

[S @55mb]

@ItsKrisFox Hey Kris. I dont use twitter much but I'd love to be able to build and/or manage a website for you. http://t.co/QvQdi8clmG :)

[S @55mb]

http://t.co/VLd22XFcKh April Fool's - Type "cats" in the search box - results are pictures of Patrick from Spongebob. #AprilFoolsDay #Reddit

[S @55mb]

Happy easter everyone! Don't get fooled too hard :D. Now to upload heaps of stuff to YouTube before it gets taken down D:

[S @55mb]

For those who don't know Chris brown has had a fight with Drake before. Him fighting isn't really news: http://t.co/rPjEHwz1

[S @55mb]

http://t.co/pReeLC1s See the best of chris brown here

[S @55mb]

WATCH Anne Hathway Acceptance Speech - http://t.co/325Vs3X8

[S @55mb]

WATCH - Tina Fey Acceptance Speech - http://t.co/nmXoBXIf #SAGAwards

[S @55mb]

PEOPLE ARE AWESOME 2013 - http://t.co/SFyCqcRH

[S @55mb]

@torres_jonathan Thanks! Appreciate it :-)

[S @55mb]

@torres_jonathan - Just saw your YT API code. Helped me so much thanks! Am I allowed to use it for a website I'm trying to make? Cheers~

[S @55mb]

Apple.com 1 day sale over! Hope you all scored some new goodies ;)

[S @55mb]

Messages of support for the Pike River miners in Auckland NZ , Our prayers are with you fellow kiwis. http://t.co/QwRhTO5 via @nzherald