🎯 AI dialogue is like taking the pulse of traditional Chinese medicine, and you have to adjust it slowly
Hello, everyone, "AI beast trainers"! Imagine your first time going to an old Chinese medicine clinic: the doctor will not prescribe medicine directly, but ask "Where is uncomfortable?" → Take the pulse and look at the tongue coating → Adjust the prescription → follow-up inspection. This is the same for AI dialogue correction!
• Initial diagnosis stage: AI gives the first version of the answer (equivalent to the doctor's pulse)
• Follow-up visit: You pointed out that "yellow tongue coating" (data error) or "floating pulse" (logical loophole)
• Conditioning prescription: AI produces a new version based on feedback
• Health monitoring: Repeat the cycle until you get the ideal answer to "Qi and Blood Harmony"
Let me give you a chestnut:
Patient: "I have a headache for three days"
Traditional Chinese Medicine: "Is it swelling or tingling? Is it accompanied by tinnitus?"
👉 Corresponding to AI dialogue:
AI's first answer: "Bamboo grows on average 30 cm a day"
Your feedback: "Growth speed descriptions need to distinguish between regular and explosive periods"
AI correction: "Bamboo shoots can grow by up to 30cm daily during the rainy season, and usually about 2-5cm"
🐢 Sandwich Feedback Method—Sandwich Cookie-style Rhetoric
【Formula】Rainbow fart🌈+Precise strike🎯+GPS navigation🗺️
▶️ Practical Case 1: Historical Event Timeline
AI Original Words: "World War II began in 1938"
Your feedback:
"The timeline framework is very complete (🍞 cladding),
However, the opening year requires calibration (🥩 meatloaf layer).
According to the history of World War II of Cambridge, please adjust it to the starting point of Germany's blitzkrieg attack on Poland on September 1, 1939 (🥬 Vegetable layer)"
▶️ Case 2: Technological error correction
AI says: "5G network latency is up to 100ms"
Please reply:
"You have a clear classification of communication technology (👍 sure),
However, the current 5G standard delay is actually in the range of 1-10ms (👀 problem positioning),
It is recommended to cite IMT-2020 specification data and add that this is the ideal value in the laboratory (🔧 correction plan)"
🍔 Error diagnosis flowchart (text version)
Have you encountered an AI crash? Please follow the following passage:
START→
↓
Have you typed or heard wrong words? (Input error)
├→Yes: Provide the correct term (example: "Yes 'quantum entanglement' not 'quantum knot'")
↓No
Is there a causal reversal? (Logical error)
├→Yes: Reconstruct the reasoning chain (Example: "There is a chicken or the egg first? Please add the perspective of evolution")
↓No
Is expired/fictional information involved? (Knowledge blind spot)
├→Yes: Provide an authoritative source of information (Example: "The new medical insurance regulations in 2024 have been updated, please refer to the official website of the Ministry of Human Resources and Social Security for June")
↓
END
📝 Universal correction template library
【Basic Model】
"You may need to adjust the [2024 GDP value] in the [Economic Growth Prediction] section, because [National Bureau of Statistics' Q1 report has lowered expectations], please use [5.2%] instead and add a risk warning"
【Advanced version】
"The conclusion about [cat diet] [cannot drink milk] needs to be refined. Although [most cats lactose intolerance] is true, exceptions should be supplemented with [pet-specific milk can be selected]"
【Critical Strike】
"Dear, your suggestions for [complete charge and discharge every month] in the [Mobile Battery Maintenance] stage are outdated! Now the best maintenance strategy for lithium batteries is [maintaining 20%-80% battery cycle], just like eating less and more meals is healthier~"
🔧 Repeat the classic battle example
▶️ Biological Common Sense Correction Battle:
Original AI saying: "Adult brain consumes 50% of body energy every day"
Revised Demonstration:
"The proportion of brain energy consumption is very impactful (🍭 dessert),
However, the actual data is 20%-25% (💡Light Bulb),
It is recommended to change it to 'Although it only accounts for 2% of the body', it consumes 20% of the energy in the whole body', so that it has both contrast and accuracy (🚀Rocket)"
▶️ Geographic knowledge training:
AI says: "The Turpan Basin is the lowest land point in China"
God replied:
"The geographical characteristics of * are very well positioned (🏜️ Desert Camel Likes),
But the altitude of -154 meters is actually located in Lake Aiding (🗺️ Map mark),
It can be adjusted to 'Aiding Lake in the Turpan Basin is the lowest altitude of mainland China' (⛏️ Precision Excavation)"
🎮 Gamification training
Treat AI correction as a level-breaking game:
• Bronze rank: Correct typos (Example: "'Quantum Tunneling' is not'Quantum Wall-through technique'")
• Silver rank: Adjust the data accuracy (example: "Change 'more than half' to '67.3%'")
• Golden rank: Optimize expression structure (Example: "Change parallel discussions to flow chart presentation")
• King’s rank: Prevent potential ambiguity (example: "After 'AI may replace human' after supplementing' in specific repetitive work areas'")
Easter Egg Quo 🎉: Try to use emoticons to feedback
AI says: "Blockchain is Bitcoin"
Your reply:
"Dear, this equation is like saying 🍚=🍰 (I definitely understand the intention)
In fact, blockchain is oven technology, and Bitcoin is just the first cake (pointing the difference)
Please explain the application of blockchain in supply chain, evidence storage and other scenarios (extension direction)"
💡 Guide to avoid pits
Common scenes of newbies' failures:
× Archaeological error correction: "Your data from 1998 is outdated"
√ Correct posture: "According to the latest census in 2024..."
× Ridder feedback: "There is a problem with the third part"
√ Correct posture: "In the 'Crisis of Climate Change' section, the IPCC Sixth Assessment Report shows..."
× Complete negative: "Totally wrong, rewrite"
√ Correct posture: "The first three steps of economic model derivation are very rigorous. It is recommended to introduce the theory of diminishing marginal benefits in the fourth step..."
🛠️ Toolbox Gift Pack
① Time calibrator:
"The 'last year' you mentioned needs to be explicitly 2023, and the current dialogue takes place in July 2024"
② Pivotoscope:
"The 'most' recommendations in the article are quantified as 'according to XX survey'"
③ Barrel patch:
"Add 'into the scope of existing research' before conclusions', 'based on current available data' and other limitations"
④ Map navigation:
"Please subdividing the 'Northern Region' into three submodules, Northeast China, and Northwest, respectively"
📈 Effectiveness Assessment Scale
Check whether your correction meets the standards:
✓ Monkey Test: Revised answers, can the sixth grader students understand?
✓ Nail household test: If AI insists on mistakes, can we convince us with more evidence?
✓ Time-travel test: Is this answer still tenable in three years?
✓ Let’s find fault test: Are there still loopholes that can be attacked by leverage?
Give an excellent case 🌰:
Original answer: "It's better to drink electrolyte water after exercise"
Correction process:
- Acknowledge value: "The suggestion of supplementing electrolytes is in line with the principles of exercise science"
- Accurate strike: "But it is not stated that excessive supplementation may cause sodium intake to exceed the standard"
- Upgrade plan: "It is recommended to change to 'drink water in medium and low intensity according to exercise intensity, and add sports drinks containing electrolytes after high-intensity training'"
- Fortifications: "Add a 'specification of follow-up to doctor's orders'"
🎁 Graduation Ceremony
Congratulations on completing the special training! Now you have obtained:
✅ Fire Eyes: 3-second positioning problem type
✅ Gentle Sword: Use sandwich language to correct errors elegantly
✅ Future vision: predict potential ambiguity in advance
🦉Junior beast trainer: Holding a magnifying glass to find typos
🦸Advanced Master: Use flowcharts to transform the logical structure
🧙♂️Master Realm: Let AI take the initiative to ask "Is this more appropriate?"
Remember: a good AI dialogue correction is like dancing to tango, which requires both advance and retreat, and maintain an elegant rhythm. Go and start this dance of precision with your artificial intelligence partner now! 💃🕺