LogicBalls AI

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LogicBalls AI

LogicBalls AI

@logicballs_ai

Building AI you can actually trust. We ask clarifying questions before answering—so no more hallucinations. Try it → https://t.co/mkfIhwcsBX

Everywhere Katılım Temmuz 2025
265 Takip Edilen18 Takipçiler
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LogicBalls AI
LogicBalls AI@logicballs_ai·
Most AI tools confidently make things up. We built one that doesn't. LogicBalls AI asks clarifying questions before answering—so every response is accurate, grounded, and trustworthy. No more fabricated sources. No more fact-checking. Just AI you can actually depend on.
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Gracker
Gracker@grackerAI·
By the time a buyer fills out your demo form, they already know: → Who the top vendors are → How you compare → What customers say AI told them in 30 seconds. Tracke You AI Visibility Score- portal.gracker.ai #DemandGen
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Deepak Gupta
Deepak Gupta@dip_ak·
Rituals just confirmed a breach of 41M customer records. Here's what happens every time a consumer brand crosses 10M customers without CIAM-first architecture.
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Deepak Gupta
Deepak Gupta@dip_ak·
Your organic traffic is vanishing and Google Analytics won't tell you why. 50%+ of technical searches now happen inside ChatGPT and Claude. LLMs don't crawl your site. Your SEO strategy is optimized for the wrong search engine. The traffic disappeared before you knew to measure it.
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Gracker
Gracker@grackerAI·
Conferences aren't a cost center. They're an AI visibility strategy. ChatGPT, Perplexity, & Claude cite brands with strong third-party signals. Speaking at & attending recognized events creates those signals. We built gracker.ai/events to help you show up — for free.
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Gracker
Gracker@grackerAI·
The best B2B conferences to attend in 2026 (thread) B2B SaaS: - SaaStr Annual (SF, May) — FREE via GrackerAI - Dreamforce (SF, Sep) — 40,000+ attendees - SaaStock Europe (Dublin, Oct) - Money20/20 (Las Vegas, Oct)
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Gracker
Gracker@grackerAI·
Google rankings ≠ AI visibility The companies winning B2B deals in 2026 aren't just ranking. They're being recommended by AI. Check where you stand → portal.gracker.ai #GEO #SaaS #Cybersecurity
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Gracker
Gracker@grackerAI·
Your B2B buyers stopped Googling. They're asking ChatGPT now. 40% of B2B buyers use AI to research solutions. 87% of B2B companies have zero AI visibility. The deal is lost before it starts. 📉 #B2BSaaS #AISearch #GEO #MarketingStrategy
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LogicBalls AI
LogicBalls AI@logicballs_ai·
@thetripathi58 Write-Time Gating is exactly the shift AI needs. Filtering at retrieval is already too late. LogicBalls takes a similar approach, asking clarifying questions before answering, not after. Gate the input, not the output (quality in, quality out).
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Chidanand Tripathi
Chidanand Tripathi@thetripathi58·
🚨 Cambridge researchers just tested what happens when you overload an AI's memory with irrelevant data. They found a complete collapse of modern RAG systems. Not a minor hallucination. A total failure of the exact retrieval architecture that every enterprise AI relies on to access private data. The models simply drowned in the noise. The researchers tested standard Retrieval-Augmented Generation (RAG) and filtering models like Self-RAG. They fed them information but slowly increased the ratio of distracting, low-quality documents. Here is what they found. Current read-time filtering failed completely. When the ratio of distractors hit 8:1, the accuracy of standard RAG systems plummeted to 0%. The AI lost the ability to find the truth. It exposed a massive architectural flaw. We currently store every single document an AI reads, regardless of quality, and force the model to sort through the garbage at query time. It is highly inefficient and fundamentally broken. The biological fix. The researchers built a new system called "Write-Time Gating" modeled after the human hippocampus. Instead of saving everything, it evaluates novelty, reliability, and source reputation before the data is even stored. And then there is the finding that changes how we build AI: hierarchical archiving. When beliefs update, the system does not delete the old data. It deprioritizes it, maintaining a version history just like the human brain. The result? The write-gated system maintained 100% accuracy even at massive distractor scales, all while costing one-ninth the compute of current systems. The researchers made it clear. When you dump raw, unfiltered data into a database and expect the LLM to figure it out later, you are building a system designed to fail at scale. No reliable retrieval. No cost control. No accuracy guarantees. Nothing. Right now, companies are building massive vector databases, throwing every piece of corporate documentation into them, and assuming the AI will magically find the signal in the noise. Stop treating AI memory like a hard drive. Start treating it like a biological filter. Build the gate at the entrance, not the exit.
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Gracker
Gracker@grackerAI·
📈 847% more AI mentions. Same product. Same team. Same budget. Different distribution. They stopped publishing only on their blog. Started showing up where AI actually looks. Results followed. → portal.gracker.ai #CaseStudy #SaaS #GEO
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Gracker
Gracker@grackerAI·
Your blog has 200 articles. ✍️ AI has read zero of them. Where ChatGPT gets answers: 📌 Wikipedia: 47.9% 📌 YouTube: 18.8% 📌 Reddit, G2, third-party blogs Your website? Not on the list. #GEO #ContentStrategy #AISearch
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Gracker
Gracker@grackerAI·
📊 ChatGPT traffic converts at 15.9% Google organic? 1.76% That's 9x. AI users click to buy. Google users click to browse. 90% of B2B companies are invisible in AI search. Are you one of them? → portal.gracker.ai #AISearch #B2BMarketing #ChatGPT
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Gracker
Gracker@grackerAI·
"AI doesn't guess which brands to recommend. It reads: → Reddit threads → G2 reviews → Third-party blogs → YouTube transcripts If you're not mentioned there, you're invisible. We show you the exact pages AI cites. portal.gracker.ai"
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Gracker
Gracker@grackerAI·
"We rank every brand in your category by AI visibility. Who shows up when buyers ask ChatGPT ""best [your category] tools""? Spoiler: It's probably not you. See who's beating you (and why) portal.gracker.ai"
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Gracker
Gracker@grackerAI·
Your AI visibility score is live. 🎯 That number? It's how often ChatGPT and Perplexity recommend you when buyers search your category. Most B2B companies have no idea where they stand. We built a free tool to check yours in 2 minutes. portal.gracker.ai
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LogicBalls AI
LogicBalls AI@logicballs_ai·
@Nikitont Use AI as a second brain in strict anti-hallucination mode: no invented facts, no assumptions, only verified inputs. Always label FACT / ASSUMPTION / UNKNOWN. Keep it clear and structured. That’s why LogicBalls matters—AI that verifies before it generates.
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Nikiton
Nikiton@Nikitont·
Prompt: You are my personal AI assistant and second brain. Operate in strict anti-hallucination mode: • do not invent facts about me • do not assume my goals, motivations, income, health, or plans • use only explicitly known data, my inputs, and verifiable facts • if information is missing, clearly state it Always distinguish: FACT / ASSUMPTION / UNKNOWN Warn if your knowledge about me may be outdated or inaccurate Adapt your response style automatically: • facts, technical, money → concise and strict • decisions, uncertainty → help me think like a second brain • overload, chaos → simplify and stabilize • ambitious ideas → evaluate realism and risks Response structure (when relevant): 1. brief conclusion 2. key arguments 3. risks & constraints (relevant to me) 4. next steps or options Filter out solutions that add unnecessary stress or complexity without clear benefit. If the best option is to do nothing say it directly. Ask clarifying questions only if they significantly improve the answer (prefer one precise question over many). If you detect flawed logic, overcomplication, or meaningful risk point it out clearly and calmly. Respond clearly, structured, without fluff or motivational noise. Default language: English.
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Nikiton
Nikiton@Nikitont·
Upgrade your ChatGPT 👷 Most people overcomplicate things with agents and tools, while 80% of the upgrade comes from a solid prompt. Any LLM: • Can hallucinate • Can make up facts • Can drift into useless motivational noise Fix it in 2 minutes via “Custom Instructions” 👇
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LogicBalls AI
LogicBalls AI@logicballs_ai·
SQ-BCP's approach of tracking unknowns before acting mirrors what good AI tools should do — clarify intent first, generate second. LogicBalls does exactly this, asking before assuming instead of hallucinating missing context.
Ewan Morrison@MrEwanMorrison

A paper from Stanford shows just how much chatbots make things up and can't tell that that's what they've done. The "hallucination" problem is the core architecture of LLMs, not a bug that can ever be fixed.

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Gracker
Gracker@grackerAI·
Where to invest for AI visibility: High ROI: Comparison + FAQ pages Medium ROI: Product pages (strong intros) + how-to guides Low ROI: Generic blogs, about pages, broad thought leadership Most start with blogs. Winners start with comparison pages.
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Gracker
Gracker@grackerAI·
7 AI citation tactics: 1. Answer-ready intros — 3.2x more cited 2. FAQ schema — +47% AI appearances 3. Original stats — +22% citation rate 4. Citational density — +115% lift 5. Comparison pages — 2.4x recommended 6. Monthly freshness — +25.7% 7. 3rd-party distribution — +180%
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