#Tech by Edu #Finance by curiosity. Research on #AI, skeptical of every #Hype Cycle. X-Observer → #Reply & #Posts that matter. #Unfiltered Takes & #Articles.

Bengaluru, India
Joined September 2013
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Canopus
@ThreadedInsight
20h
In 2026, attention became the scarce asset, everything else is scale. That’s one of the downsides of AI progress… and the gap would eventually widen.
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Canopus
@ThreadedInsight
23h
Replying to @heyclairelin
You answered your own question in a way didn’t you…🙂 The blue check has become less of a credential and more of a platform-access pass: reply prioritization, verified-notifications filters, and a higher likelihood of being seen….. In that sense, it is an ecosystem signal for X’s algorithm and users, that this account is paying, active, and more likely to participate seriously in the platform’s incentives…. If it became free, the signal would weaken quickly. It would no longer indicate willingness to pay or access to Premium, and the pool would become far noisier with spams and bots…… Then the real users might get annoyed or will start eventually going down the path of becoming less active and engaging…. That will crumble the platform quickly… So in short if is a X’s town hall, a blue check gives you a better seat, a louder microphone, and a higher chance that the mayor (algorithm) see your hand…💭✌️
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Canopus
@ThreadedInsight
Sep 25
Replying to @tomfgoodwin
*Cognitive Atrophy…
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Canopus
@ThreadedInsight
Sep 25
Replying to @AnthropicAI
These are one of those problems that can be solved by systematic compute and better software practices a natural areas where current LLM‑driven agents excel…. Not a new physical discovery or method. The article shows Claude executed known amplitudeology techniques (bootstrap, form‑factor + antipodal duality) that humans had already developed, the win was maybe in endurance, engineering, and not dropping the ball over long runs….
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Canopus
@ThreadedInsight
Sep 25
Replying to @Ashutosh_Sidh
I smell Jev in work …. ?
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Canopus
@ThreadedInsight
Sep 25
Replying to @axios
Currently, AI in its overhyped state probably won’t cause a billion deaths. But its fake confidence delivered fluently, at scale, and without hesitation could still kill plenty…..😂
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Canopus
@ThreadedInsight
Sep 25
Let’s look on the other side , If this experiment succeeds and we manage to put Data centres in orbit, then the bottleneck will switch to moving data reliably between orbit and Earth. Because, every space-based AI cluster would need high-capacity links: satellite-to-satellite inside the compute fleet, then back down to its terrestrial cloud backbone. Does that ring the bell…? Starlink use case will increase exponentially…. it can make Starlink a potential orbital backbone of data transfer…Any Data Center in orbit would want its own high-capacity feeder links between its orbital compute cluster and its’s terrestrial backbone. Ofcourse hyperscalers can build their own links but the upside case for Starlink becomes far bigger…
BREAKING: Google launching TPUs in space NEXT WEEK on SpaceX falcon 9 to test AI data centers orbit ITS HAPPENING
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Canopus
@ThreadedInsight
Sep 25
Ohh yeah optionally you can do this with LLM too, by exporting your X archives…… so yeah many ways to do it now… all the best muting 😅😅
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Canopus
@ThreadedInsight
Sep 25
Replying to @Shinde_Revati21
There are a few ways to do this..... and I’m also sceptical about giving third-party apps access to my X account (Even though several offer free follower analytics), but account security matters... I use a chrome extension call Unfollr. It scans your follower page when you choose to create a snapshot, rather than requiring full account access... You can then compare snapshots by date weekly or monthly to see whom to mute...... 😋
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Canopus retweeted
BREAKING: Google launching TPUs in space NEXT WEEK on SpaceX falcon 9 to test AI data centers orbit ITS HAPPENING
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Canopus
@ThreadedInsight
Sep 25
Replying to @pmddomingos
You know very well this is wrong unless your definition of AGI is based on hype… Evolution is blind search. ML has gradients, memory, feedback and increasingly capable tools. So a million times faster than evolution may be the wrong comparison. Additionally, even the raw compute required to match human-brain inference spans an absurd range: roughly 3 times 10^{13} FLOPS in Moravec’s conservative estimate, 10^{18} FLOPS for a full Hodgkin–Huxley simulation. That’s a 12-order-of-magnitude spread….that you believe is possible with conventional von neumann machines…??? We still don’t know what “equivalent to a brain” actually means architecturally…. Even if we add algorithmic progress, specialized hardware and recursive self-improvement, and thousands of years may be less a prediction than a category error…!!
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Canopus retweeted
Canopus
@ThreadedInsight
Sep 24
Everything aside, the market’s job is to be volatile. Your job is to be consistent. Don’t swap roles on a red day and make the shade darker.... 🔴🔴🔴
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Canopus retweeted
Canopus
@ThreadedInsight
Sep 8
India has growth, profits, record SIPs and a capex boom yet the Nifty feels stuck. Why? Strong macro data can still lose to expectations, rich valuations, global AI alternatives, sector rotation and foreign flows. Here is what could move markets next...
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Canopus retweeted
Canopus
@ThreadedInsight
Sep 23
Anthropomorphism in AI started with the word ‘AI’….
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Canopus
@ThreadedInsight
Sep 24
Insurance was supposed to protect life. Today, it couldn’t even protect the market… Anyone know an insurer that covers portfolios? Asking for ₹6 lakh crore.😅😅
BREAKING: 🇮🇳 Over ₹6.064 trillion ($63.2 BILLION) has been wiped out from Indian stocks as the NIFTY falls -1.6%. The crash was triggered by new proposed caps on insurance sales commissions, causing a sharp sell off in financial and insurance stocks.
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Canopus
@ThreadedInsight
Sep 24
Replying to @BullTheoryio
Insurance commission caps were the immediate trigger, but the sell-off had more than one driver: higher crude, rising yields, foreign outflows and broader risk-off sentiment. The regulatory proposal simply hit an already fragile market at its weakest point….
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Canopus
@ThreadedInsight
Sep 24
Everything aside, the market’s job is to be volatile. Your job is to be consistent. Don’t swap roles on a red day and make the shade darker.... 🔴🔴🔴
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Canopus
@ThreadedInsight
Sep 24
Replying to @rohanpaul_ai
Everything else aside… He looked less like someone making a confident prediction and more like someone carefully managing the political consequences of a possibility.... Maybe we need a body-language expert here, @grok , what’s your read?
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Canopus
@ThreadedInsight
Sep 24
Replying to @TheMidasProj
Jensen Huang before: “If a product isn’t safe, the company should hold it back.” Jensen Huang now: “If the models aren’t safe, shut the labs down.” That’s quite a journey from self-regulation to self-termination....
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Canopus
@ThreadedInsight
Sep 24
Whatever happens.... Whatever the reason be... Whatever the conditions comes... Tell them they need more compute. More GPUs. More NVIDIA...!!
Nvidia CEO Jensen Huang says rigorous AI safety testing could eventually require 10x more compute: “I wouldn’t be surprised if the amount of compute necessary to develop these models increases by a factor of 10 because the evaluation is so rigorous.”
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