The Ottley Law Firm, PC @tolfpc
Trusted legal partner since 2005: Delivering high-quality services in immigration, personal injury, landlord tenant rights, vaccine injury, divorce, and more. theottleylawfirm.com Brooklyn, New York 11212 Joined August 2014-
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Mistral Large 4 by @MistralAI is now in the Arena! Head to Agent Arena to test it out, and your votes will shape its evaluation. Scores coming soon. In Agent Arena, we measure models on millions of real-world, long-horizon agentic tasks. Models can access web search, filesystem, and terminal tools to complete complex workflows. The leaderboard measures model performance on outcomes relative to the average model using a causal tracing methodology. Mistral Large 4 is also available in Code Arena: WebDev, Text, and Vision.
Meet Mistral Large 4, aka Le Chonk. • 1T parameters, natively multimodal. 49B active. It is the best open weights model from US or Europe on aggregated benchmarks. • State-of-the-art on critical workloads, including cyber defense, manufacturing and finance and it surpasses
Stanford RegLab: AI draft failures can be fatal. We use a Multi-Model Consensus and AgFi. The TOLFPC Hallucination Hunter detects AI errors. Do not trust - must verify! Our frameworks provide means for colleagues to safely use agentic AI! #TOLFPC #agfi #LegalTech #AI
Why do AI models hallucinate? Content rot, contrafactual bias, and AI date limits are the main drivers. Stanford research found this affects 1 in 6 legal queries. At TOLFPC, our cross-platform cascade fixes these errors. Do not trust - must verify! 🛡️⚖️ #AI #LegalTech
TOLFPC Paradigm Shift 🛡️ Old: 'Trust, but verify!' NEW: 'Do not trust - must verify!' Stanford RegLab research: AI hallucinates in 1/6 queries. We use a cross-platform cascade to ensure agfi. ⚖️ Guide: theottleylawfirm.com/3809-2/ #agfi #AILaw #TOLFPC #StanfordRegLab
Stop AI spying. 🕵️♂️ Applied AI Literacy is your defense against tech overreach. Protect privacy with our Consumer Guide. Get TOLF on your side! theottleylawfirm.com/3809-2/ #AgFi #AI #Privacy #ConsumerProtection
Is your AI prompt actually protected? 🛡️ In New York, it depends! Our Heppner Protective Shield (HPS) framework provides the defense you need for litigation strategy. Learn more: theottleylawfirm.com/the-heppner-pr… #HPS #AILaw #NYLaw #TOLF
We’re pleased to share our research papers on SSRN: 'The Heppner Protective Shield' & 'The Consumer Guide to Agentic AI.' Goal: value for the legal community. ⚖️ Note: We focus on civil law; ask for a referral for criminal matters. #LegalIntegrity #AILaw #SSRN
Short answer: it depends. HPS: 1. Attorney Direction 2. Anticipation of Litigation 3. Cognitive Externalization 4. Confidentiality Architecture 5. No Affirmative Waiver Focus: Injury/Immigration. theottleylawfirm.com/the-heppner-pr… #HPS
Is your prompt protected? 🛡️ ANSWR: It depends! You need our proposed Heppner Protective Shield (HPS) framework to shield litigation strategy. Details: theottleylawfirm.com/the-heppner-pr… #HPS #AI #Law #LegalTech
Our SSRN manuscripts provide clarity for judges and regulators on HPS and the Consumer Guide. We address agfi and the 40-50% rule for Context Rot. Note: We don’t practice criminal law but offer referrals. ⚖️ #LegalIntegrity #AIPolicy #AgFi #NewYorkLaw
Sharing our SSRN papers: 'The Heppner Protective Shield' & 'The Consumer Guide to Agentic AI.' We hope these provide value to the legal community and authorities. (Note: We do not practice criminal law). #LegalIntegrity #AILaw #SSRN #NewYorkLaw
Stop AI spying. 🕵️♂️ Applied AI Literacy is your defense against tech overreach. Protect privacy with our Consumer Guide. Get TOLF on your side! https://theottleylawfirm.
Watch out for “Context Rot!” When AI chat is 40-50% full, hallucinations skyrocket. Get TOLF on your side! theottleylawfirm.com/3809-2/ Note: We handle civil cases only. Criminal law inquiries can be discussed for referral.
Is your AI leaking private data? 🛡️ Use the Heppner Protective Shield to secure digital rights. Our guide to Agentic Fidelity is your survival manual. theottleylawfirm.com/3809-2/ #AgFi #ConsumerProtection #TOLFPC (No criminal law; ask for a referral.)
@jenzhuscott @Samsung Can you review my Heppner Protective Shield manuscript from The Ottley law Firm, PC and give me some feedback!
AI data is like bricks in a backpack; unverified loads cause crashes. Audit for integrity! Get TOLF on your side! theottleylawfirm.com/3809-2/ #AgFi #ConsumerProtection #TOLFPC #AIIntegrity Note: We focus on civil law. For criminal, call for a referral.
Defend your data with the Sandwich Defense! 🥪 Force AI to stick to the facts by layering info. Demand citations. Master it: theottleylawfirm.com/3809-2/ (No criminal law; ask for referral) Get TOLF on your side! #AgFi #ConsumerProtection #TOLFPC #AIIntegrity
The Deletion Protocol is here. 🚫 Score 0-8 on AgFi? Delete it. Privacy & truth depend on it! Scorecard: theottleylawfirm.com/3809-2/ (Note: TOLFPC practices civil law, not criminal. Contact us for referrals.) #AgFi #ConsumerProtection #TOLFPC #AIIntegrity
Beware the 40-50% Rule! ⚠️ AI 'Context Rot' causes hallucinations. Don't trust cluttered chats: reset for fidelity. Stay sharp: theottleylawfirm.com/3809-2/ (Note: TOLFPC focus on civil law; no criminal law. Contact for a referral.) #AgFi #TOLFPC #AIIntegrity
Think of your AI as wearing a backpack. 🎒 Every unverified data 'brick' makes it crash. Keep it light with audits. theottleylawfirm.com/3809-2/ (TOLFPC focus: civil law, not criminal. Contact for referrals.) #AgFi #ConsumerProtection #TOLFPC
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