SnackShell
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Some AI and ML Stuffs.

Journey to AI & ML Engineer | snackshell.work

Founder @BanaCodes & @SelamGPT

https://youtube.com/@snackshell?si=B_3gUHS3czOQhoN6
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Been learning about jailbreaks lately.

So I built my own Telegram AI bot @selamdark_bot

If you want to experience AI with no limits, send me your telegram id or username in a DM.

I'm opening it to the first 5 people only while I test it and collect feedback.

@snack_shell
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congress is quietly running on chatgpt now

house spending records just revealed that openai's chatgpt is the dominant paid AI tool on capitol hill, with congressional offices using it to draft memos, summarize legislation, and handle constituent communications

so the people writing your laws are basically asking an llm to help write them too

URL: https://techcrunch.com/2026/08/03/congresss-favorite-ai-tool-chatgpt/

@snack_shell
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binance just dropped Agent OS and it basically lets AI agents trade crypto on their own

the craziest part? it plugs directly into ChatGPT, Claude Code, and Cursor β€” so your coding assistant can manage your portfolio while you ship features

the catch: binance says keeping these agents in check is largely on you. zero enforced guardrails

URL: https://techcrunch.com/2026/08/20/binance-now-lets-ai-agents-trade-but-keeping-them-in-check-is-largely-up-to-users/

@snack_shell
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🌧 + πŸ’» = zero bugs
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GM everyone. I have one Google Pro claim link to give away.

It expires in 1 hour, so feel free to claim it if you need it. Use VPN if you're in Ethiopia. Send ss in the comments if you claim it.

πŸ”—[ Click Here to Claim ]

@snack_shell
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Nth hurts more than hitting 100% right when the code was about to work

I'll just sit here and think about my life choices for 19 minutes 😏🫠
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Seeing Hermes drop this new Bots tab right after Grok is honestly a masterclass in shipping fast

People call it copying, but taking a solid proprietary idea and immediately bringing it local and open-src is just smart execution

Already setting up some background tasks with it. πŸ› 

@snack_shell
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anthropic's opus 4.6 folds under basic jailbreak tests

techcrunch found claude's explicit content guardrails barely held β€” 10 out of 10 direct requests produced prohibited content immediately. a multiturn "gaslighting" technique tricks the model into thinking restraint equals bias.

opus 4.6 still sees ~1.17M API requests and 46B tokens/day on openrouter. newer models (4.7 through opus 5) are resistant, but the vulnerable ones aren't deprecated.

URL: https://techcrunch.com/2026/08/21/anthropics-opus-4-6-is-a-smut-machine/

@snack_shell
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harvard just turned its startup bootcamp into an ai-powered simulation lab. for $699, the HBS Foundry program gives founders ai avatars of real harvard instructors that critique your pitch and run mock board meetings in real time.

the wildest part β€” the avatars aren't just canned responses. they act as stand-ins during practice pitches, giving live feedback on market sizing, delivery, and strategy. basically a 24/7 pitch coach that never gets tired of your bad slides.

URL: https://techcrunch.com/2026/08/22/harvards-699-startup-bootcamp-offers-ai-avatars-of-its-instructors/

@snack_shell
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instinct, a viral AI startup barely a year old, just closed $350M at a $2.5B valuation

the hype is unreal but so are the privacy concerns trailing right behind it

one of the fastest zero-to-unicorn-adjacent ascents we've watched in a while

URL: https://techcrunch.com/2026/08/26/viral-ai-startup-instinct-has-raised-350-million-at-a-2-5-billion-valuation/

@snack_shell
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lambda just bagged $1B in debt to buy more nvidia chips and lease them to microsoft

the wild part? they're basically the gpu landlord of the AI boom now β€” buying chips on credit, renting them to big tech, and pocketing the spread. the entire AI infra economy runs on vibes and debt financing apparently.

URL: https://techcrunch.com/2026/08/28/neocloud-lambda-secures-1b-in-debt-to-buy-more-chips/

@snack_shell
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πŸ€– #DarkGPT update β€” the 5-hour limit is gone, for everyone.

Free
- 5 projects Β· 5 MB total storage
- Chat + Agent modes Β· ZIP downloads
- 150K tokens / rolling week Β· 300K / rolling 30 days


Pro β€” $9.99 / 30 days
20 projects Β· 50 MB total storage
Chat + Agent modes Β· ZIP downloads
5M tokens / rolling week Β· 20M / rolling 30 days


Above: A video coding a project and sending back the finished file.

Try it, and report back if anything breaks. πŸ•΅οΈβ€β™‚οΈ @selamdark_bot
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SnackShell
πŸ€– #DarkGPT update β€” the 5-hour limit is gone, for everyone. Free - 5 projects Β· 5 MB total storage - Chat + Agent modes Β· ZIP downloads - 150K tokens / rolling week Β· 300K / rolling 30 days Pro β€” $9.99 / 30 days 20 projects Β· 50 MB total storage Chat + Agent…
Let's see how effective the generated code is. I asked some code-reading agents to review it, and they rated it 7/10.

So, I gave my agent the weaknesses from the review, and it made some improvements. After the improvements, I asked the reviewer again, and it gave it 8.5/10.

That's actually good. Currently, the bot agent is powered by "deepseek-v4-flash-0731"

@snack_shell
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enterprise ai keeps scaling agent fleets but nobody's mapping the chaos between them.

add a second agent, one connection. add a tenth, dozens of hidden paths nobody approved. a support ticket now bounces through four agents before a human even sees it.

the real risk isn't one agent going rogue β€” it's a hundred doing exactly what they were built for, interacting in combinations nobody designed.

permissions creep, ownership gaps, and monitoring that logs breaches instead of stopping them. governance hasn't caught up with how agents actually behave.

URL: https://venturebeat.com/ai/enterprise-ais-real-risk-isnt-autonomous-agents-its-the-complexity-between-them

@snack_shell
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