@karunanundy Bias is an inherent quality of the decision making process. You cannot trust a human to rise above it either. Hallucinations are quite rare on LLMs these days too. Prompt refining and engineering reduces it to almost nil.
@karunanundy Provided the LLM's response is vetted atleast twice by the judge himself and every single legal citation is cross-checked from the journal. It will be such a time saver and may even quicken the outcome.
@karunanundy But if the factual and legal analysis, the grounds for reasoning, the ultimate decision and the form of decision have been entirely fed by the judge as prompts, and all the LLM does is filling in the language like a ghost writer, what's the harm Ma'am?
The Indian salaried class has been methodically stripped of every single inflation hedge available to it, one budget at a time.
You tried crypto. They slapped a 30% flat tax on gains, allowed no set-off of losses, and added 1% TDS on transfers.
You tried equities. Budget 2024 raised STCG from 15% to 20%, raised LTCG from 10% to 12.5%, increased STT on F&O, and also killed indexation for most other long-term capital gains.
You thought fine, I’ll diversify some savings abroad through LRS. They put 20% TCS on remittances above 10 lakhs for investments abroad.
You tried Sovereign Gold Bonds, because surely a government-issued, government-backed gold hedge would be the one clean instrument they would not mess with. Then Budget 2026 came along and removed the capital gains exemption for secondary market buyers.
And now the final insult.
The Prime Minister has publicly asked you to avoid buying physical gold for a year in the “national interest,” because gold imports use foreign exchange.
So let me get this straight. A middle class wagie earning in depreciating rupees, watching FD rates hover around 6.5% while real life inflation keeps eating his purchasing power, has now been told:
Crypto is taxed like a vice.
Equities are more expensive to hold and exit.
Foreign diversification gets hit with TCS.
SGBs are being wound down and tax-narrowed.
Buying physical gold is now unpatriotic.
Basically, every single exit from rupee depreciation has been systematically curtailed. You are expected to hold your savings in instruments the government controls, at returns the government sets, for a currency the government is rapidly inflating away.
Does this sound like Amrit Kaal to you?
@Shuk_law_@lawandnation Wives Generally Exaggerate Husband's Income In Maintenance Pleas; It Doesn't Automatically Warrant Perjury Action: Allahabad HC https://t.co/L1Mb2YT1Zq
Courts choose to dilute the very basis of perjury.
This is what happens when a court uses its "inherent powers" to manufacture a new administrative process out of thin air, instead of deciding the question of law. Complete and utter chaos.
Artificial intelligence will be cataclysmic for jurisprudence. Not because of hallucinations - which will be resolved - but because enabling a genuinely comprehensive search of precedent will starkly reveal that the historical body of decisions is irreconcilably incoherent.
When the 32 year old VP who is home for the holidays realizes none of his buddies want to blackout the night before Thanksgiving because they’ve all grown up and started families