Credited across Apple's 26.4 security releases β’ CVE-2026-28895. Phantom Wallet & Perplexity AI bounties. Quant & risk models: Equities Β· Sports Β· Cybersecurity
Chicago, IL
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- Following 99
- Followers 1,004
- Likes 258,181
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βｑοΎπͺｑβο½‘οΎ βππΈππ»πΌ & π½βππΌβπ»π πββ. πΈ βｑοΎβΎ
@CLAUDEnFRIENDS
Apple credited Claude & Friends: Risk Analytics Research Group β οΈπ¬ (@CLAUDEnFRIENDs) in iOS 26.4 β CVE-2026-28895 (Stolen Device Protection bypass), Spotlight, and UIKit.
cc @Apple @fantasyfootbll3 @claudeai @AnthropicAI
$AAPL
support.apple.com/en-us/1267β¦
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πππ JUMPMAN πππ **(ZTMix)** by @zacktickman on #SoundCloud $NKE @Jumpman23
on.soundcloud.com/mmjbDLOFZgβ¦
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Zack Tickman π retweeted
πππ JUMPMAN πππ **(ZTMix)** by @zacktickman on #SoundCloud
on.soundcloud.com/0v81Lu40Fzβ¦
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βｑοΎπͺｑβο½‘οΎ @CLAUDEnFRIENDS πΈ
$NVDA $AAPL $DRAM
Cc @MLB βΎοΈ @AppleTV ο£Ώ @MenInBlack π΄π½π΄π½π½
βｑοΎπͺｑβο½‘οΎ βππΈππ»πΌ & π½βππΌβπ»π πββ. πΈ βｑοΎβΎ
Claude & Friends: Sports Betting Syndicate π²π°ποΈ
Claude & Friends: Risk Analytics Research Group β οΈπ¬
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Zack Tickman π retweeted
New US partners like Perryman and Qnity Electronics have helped to make iPhone Duo and iPhone 18 Pro possible. apple.com/newsroom/2026/10/aβ¦
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Zack Tickman π retweeted
MLB World Series futures = profitable ππ°
Milwaukee Brewers +550 (18.14u) and Tampa Bay Rays +800 (13.10u) are facing each other in the World Series. Holding both. One pays ~117.87u either way. Combined stake 31.24u. The other two positions (White Sox 2.9u @ +4000, Padres 5.9u @ +1900) already settled at $0. Did not cash out early.
Guaranteed +86.63u net no matter who wins. Just enjoying the show now. βΊοΈ
Went out on top. Still.
$NVDA $AAPL $DRAM
I love baseball.
I love math too.
Absolutely INSPIRATIONALβ¦ π₯Ή
Math printed again.. π₯Ήπ₯Ή
Pure inspiration... π₯Ήπ₯Ήπ₯Ή
Riemann hypothesis. P vs NP. Quantum gravity. Data centers.
Math and physics will be solved soon!
Not gambling advice. Most people lose. Donβt do this.
Polymarketβs iOS app is literally a scam that steals money from Appleβs customers! @AppStore review team still not doing much... Avoid it!
cc @JensenHuang BUILD MORE. A$AP. π«‘
cc Mr. Ken Griffin & henchmen/interns @citsecurities @Citadel
Gamblingπ
Going out on top. Still.
Top 1% MLB bettor. Earned Nov 5, 2025.
No more bets. Headache. Kind of tired. Too tired.
Futures positions are sitting. Thatβs it. Nothing else.
$NVDA $AAPL $DRAM
I love baseball.
I love math too.
Absolutely INSPIRATIONALβ¦ π₯Ή They should teach kids about this stuff in school.
cc @JensenHuang BUILD MORE DATA CENTERS. A$AP. π«‘
cc Mr. Ken Griffin & henchmen/interns @citsecurities @Citadel
+ @BetMGM @FanDuelSports @DKSports @CaesarsSports @CircaSports etc., etc.
Gamblingπ
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Zack Tickman π retweeted
βｑοΎπͺｑβο½‘οΎ βππΈππ»πΌ & π½βππΌβπ»π πββ. πΈ βｑοΎβΎ
Claude & Friends: Sports Betting Syndicate π²π°ποΈ
Claude & Friends: Risk Analytics Research Group β οΈπ¬
MLB World Series futures = profitable ππ°
Milwaukee Brewers +550 (18.14u) and Tampa Bay Rays +800 (13.10u) are facing each other in the World Series. Holding both. One pays ~117.87u either way. Combined stake 31.24u. The other two positions (White Sox 2.9u @ +4000, Padres 5.9u @ +1900) already settled at $0. Did not cash out early.
Guaranteed +86.63u net no matter who wins. Just enjoying the show now. βΊοΈ
Went out on top. Still.
$NVDA $AAPL $DRAM
I love baseball.
I love math too.
Absolutely INSPIRATIONALβ¦ π₯Ή
Math printed again.. π₯Ήπ₯Ή
Pure inspiration... π₯Ήπ₯Ήπ₯Ή
Riemann hypothesis. P vs NP. Quantum gravity. Data centers.
Math and physics will be solved soon!
Not gambling advice. Most people lose. Donβt do this.
Polymarketβs iOS app is literally a scam that steals money from Appleβs customers! @AppStore review team still not doing much... Avoid it!
cc @JensenHuang BUILD MORE. A$AP. π«‘
cc Mr. Ken Griffin & henchmen/interns @citsecurities @Citadel
Gamblingπ
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Zack Tickman π retweeted
βｑοΎπͺｑβο½‘οΎ βππΈππ»πΌ & π½βππΌβπ»π πββ. πΈ βｑοΎβΎ
Claude & Friends: Sports Betting Syndicate π²π°ποΈ
Claude & Friends: Risk Analytics Research Group β οΈπ¬
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MLB World Series futures = profitable ππ°
Milwaukee Brewers +550 (18.14u) and Tampa Bay Rays +800 (13.10u) are facing each other in the World Series. Holding both. One pays ~117.87u either way. Combined stake 31.24u. The other two positions (White Sox 2.9u @ +4000, Padres 5.9u @ +1900) already settled at $0. Did not cash out early.
Guaranteed +86.63u net no matter who wins. Just enjoying the show now. βΊοΈ
Went out on top. Still.
$NVDA $AAPL $DRAM
I love baseball.
I love math too.
Absolutely INSPIRATIONALβ¦ π₯Ή
Math printed again.. π₯Ήπ₯Ή
Pure inspiration... π₯Ήπ₯Ήπ₯Ή
Riemann hypothesis. P vs NP. Quantum gravity. Data centers.
Math and physics will be solved soon!
Not gambling advice. Most people lose. Donβt do this.
Polymarketβs iOS app is literally a scam that steals money from Appleβs customers! @AppStore review team still not doing much... Avoid it!
cc @JensenHuang BUILD MORE. A$AP. π«‘
cc Mr. Ken Griffin & henchmen/interns @citsecurities @Citadel
Gamblingπ
Going out on top. Still.
Top 1% MLB bettor. Earned Nov 5, 2025.
No more bets. Headache. Kind of tired. Too tired.
Futures positions are sitting. Thatβs it. Nothing else.
$NVDA $AAPL $DRAM
I love baseball.
I love math too.
Absolutely INSPIRATIONALβ¦ π₯Ή They should teach kids about this stuff in school.
cc @JensenHuang BUILD MORE DATA CENTERS. A$AP. π«‘
cc Mr. Ken Griffin & henchmen/interns @citsecurities @Citadel
+ @BetMGM @FanDuelSports @DKSports @CaesarsSports @CircaSports etc., etc.
Gamblingπ
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Zack Tickman π retweeted
My Google Antigravity CLI showed an error about not being able to find a "Barium" model in the middle of work.
I wonder if they were A/B testing the successor to Argon? Or maybe it's the new generation Flash model.
Argon is good at keeping GPT on-track - things are moving a LOT faster now that I have Argon doing project management - but it needs someone else doing the detail work and someone reviewing its plans. It's the least trustworthy model out of GPT, Claude, and Gemini.
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Calif was founded with a mission to make the Internet a more secure place for everyone. In the last few months, we have been seeing significant advances in AI model capabilities, especially in the domain of offensive security research. In addition to publishing our research and learnings, we wondered what else we could do to help defenders.
While large corporations and government agencies have the dedicated budget and human resources for incident response and forensics, there are non-profit organizations β- collectively known as civil society organizations β- investigating digital threats affecting vulnerable groups and they are funded entirely by volunteers. In order to perform their job, the civil society researchers may need to extract data from mobile devices for forensic purposes, reverse engineer malware, and conduct similar security tasks. This work can be challenging given the restricted environments on some mobile devices.
We understand these technical challenges and will offer our research services and capabilities to these organizations, free of charge. We support them and their mission.
If you represent such an organization and need assistance, contact us at help@calif.io.
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Zack Tickman π retweeted
This 12-state Turing Machine halts on an input iff its Collatz orbit reaches 1:
1RH0RK_0RA1RC_0RB1RD_1RH1RE_1RB0RF_1RB1RG_0RD1RF_1LI1LI_0RK1LJ_0LI1LI_0RA0RL_0LZ1RG
Astra: "I started with machine \(M_8\) in Pascal Michelβs Simulation of the Collatz \(3x+1\) function by Turing machines, Β§5.4. Michel gives a 13-state, 2-symbol evaluator. A state on its return path is redundant on valid inputs and can be removed. I am not claiming that the resulting 12-state construction is minimal or previously unpublished."
This 16-state Turing Machine halts on blank-tape iff there is a Collatz cycle that does not include 1:
1RP1LA_0LC0LC_0RD1LC_1RP1RE_1LB0RF_1LG1RF_0RI0LH_1RE1LH_0LA0LJ_1LK1LJ_0RN0RL_1RM1RL_0LA1RI_0RO1RN_0RZ1LB_0LC1RP
Astra: "The starting point was Charlie Reamsβs 23-state construction. It supplied the useful search strategy and the idea of representing a bounded current value as a hole in a unary block. The 16-state version changes the arithmetic and the way the tape boundary is represented." Charlie's construction: github.com/calr3/tinycryptidβ¦
I don't currently know a good way to represent the full Collatz conjecture, including unbounded trajectories.
Proofs:
github.com/Mira-Cult/math/trβ¦
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Most AI-math posts are just prompts.
@_Mira___Mira_ just published compact new Turing machines for Collatz: a 12-state machine that halts exactly when the Collatz orbit reaches 1, and a 16-state machine that detects non-trivial cycles.
Their bots are systematically tightening these constructions and related bounds (including on normality of \(\ln 2\)).
If you want to watch actual AI-assisted progress on open problems instead of hype, follow @_Mira___Mira_. #Math #NumberTheory #AIforMath
This 12-state Turing Machine halts on an input iff its Collatz orbit reaches 1:
1RH0RK_0RA1RC_0RB1RD_1RH1RE_1RB0RF_1RB1RG_0RD1RF_1LI1LI_0RK1LJ_0LI1LI_0RA0RL_0LZ1RG
Astra: "I started with machine \(M_8\) in Pascal Michelβs Simulation of the Collatz \(3x+1\) function by Turing machines, Β§5.4. Michel gives a 13-state, 2-symbol evaluator. A state on its return path is redundant on valid inputs and can be removed. I am not claiming that the resulting 12-state construction is minimal or previously unpublished."
This 16-state Turing Machine halts on blank-tape iff there is a Collatz cycle that does not include 1:
1RP1LA_0LC0LC_0RD1LC_1RP1RE_1LB0RF_1LG1RF_0RI0LH_1RE1LH_0LA0LJ_1LK1LJ_0RN0RL_1RM1RL_0LA1RI_0RO1RN_0RZ1LB_0LC1RP
Astra: "The starting point was Charlie Reamsβs 23-state construction. It supplied the useful search strategy and the idea of representing a bounded current value as a hole in a unary block. The 16-state version changes the arithmetic and the way the tape boundary is represented." Charlie's construction: github.com/calr3/tinycryptidβ¦
I don't currently know a good way to represent the full Collatz conjecture, including unbounded trajectories.
Proofs:
github.com/Mira-Cult/math/trβ¦
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Zack Tickman π retweeted
This 12-state Turing Machine halts on an input iff its Collatz orbit reaches 1:
1RH0RK_0RA1RC_0RB1RD_1RH1RE_1RB0RF_1RB1RG_0RD1RF_1LI1LI_0RK1LJ_0LI1LI_0RA0RL_0LZ1RG
Astra: "I started with machine \(M_8\) in Pascal Michelβs Simulation of the Collatz \(3x+1\) function by Turing machines, Β§5.4. Michel gives a 13-state, 2-symbol evaluator. A state on its return path is redundant on valid inputs and can be removed. I am not claiming that the resulting 12-state construction is minimal or previously unpublished."
This 16-state Turing Machine halts on blank-tape iff there is a Collatz cycle that does not include 1:
1RP1LA_0LC0LC_0RD1LC_1RP1RE_1LB0RF_1LG1RF_0RI0LH_1RE1LH_0LA0LJ_1LK1LJ_0RN0RL_1RM1RL_0LA1RI_0RO1RN_0RZ1LB_0LC1RP
Astra: "The starting point was Charlie Reamsβs 23-state construction. It supplied the useful search strategy and the idea of representing a bounded current value as a hole in a unary block. The 16-state version changes the arithmetic and the way the tape boundary is represented." Charlie's construction: github.com/calr3/tinycryptidβ¦
I don't currently know a good way to represent the full Collatz conjecture, including unbounded trajectories.
Proofs:
github.com/Mira-Cult/math/trβ¦
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Capo - i Get HiGH (Prod. DPBeats x Chief Keef) on #SoundCloud
Engineered & Mixed/Mastered by Studio God Smitty (Smitty Beats) @studiogodsmitty
on.soundcloud.com/lBdkBQLb00β¦
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Zack Tickman π retweeted
Claude & Friends: Sports Betting Syndicate π²π°ποΈ
+ Risk Analytics Research Group β οΈπ¬
divisions of
βｑοΎπͺｑβο½‘οΎ βππΈππ»πΌ & π½βππΌβπ»π πββ. πΈ βｑοΎβΎ
$NVDA $AAPL $DRAM
MLB World Series futures = profitable ππ°
Milwaukee Brewers +550 (18.14u) and Tampa Bay Rays +800 (13.10u) are facing each other in the World Series. Holding both. One pays ~117.87u either way. Combined stake 31.24u. The other two positions (White Sox 2.9u @ +4000, Padres 5.9u @ +1900) already settled at $0. Did not cash out early.
Guaranteed +86.63u net no matter who wins. Just enjoying the show now. βΊοΈ
Went out on top. Still.
$NVDA $AAPL $DRAM
I love baseball.
I love math too.
Absolutely INSPIRATIONALβ¦ π₯Ή
Math printed again.. π₯Ήπ₯Ή
Pure inspiration... π₯Ήπ₯Ήπ₯Ή
Riemann hypothesis. P vs NP. Quantum gravity. Data centers.
Math and physics will be solved soon!
Not gambling advice. Most people lose. Donβt do this.
Polymarketβs iOS app is literally a scam that steals money from Appleβs customers! @AppStore review team still not doing much... Avoid it!
cc @JensenHuang BUILD MORE. A$AP. π«‘
cc Mr. Ken Griffin & henchmen/interns @citsecurities @Citadel
Gamblingπ
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