AI 资讯
DPDP compliance costs for Indian startups: what to budget before 13 May 2027
DPDP compliance costs for Indian startups: what to budget before 13 May 2027 Summary. Full compliance with India's Digital Personal Data Protection Act is due on 13 May 2027. That is the date consent, notice, security safeguards, breach intimation and data-principal rights all become enforceable, and it is roughly 10 months away. The DPDP Rules 2025 were notified on 13 November 2025 and land in three phases: the Data Protection Board of India stood up immediately, penalties and Consent Manager registration begin on 13 November 2026, and everything else bites on 13 May 2027. The penalty schedule is not proportionate to your size: up to ₹250 crore for failing reasonable security safeguards, ₹200 crore for failing to notify a breach, and ₹150 crore for missing Significant Data Fiduciary obligations. There is no revenue or headcount exemption. The cost gap is where founders get hurt. Vendors routinely quote ₹15 lakh to ₹2 crore for DPDPA compliance, while a startup under 10,000 users can be substantively compliant for under ₹50,000 a year. India's privacy and data governance market is worth roughly $1 billion to $1.5 billion today, per IDfy founder Ashok Hariharan speaking to Inc42 in April 2026, and a lot of that revenue depends on you not reading the rules yourself. This is a budgeting guide, not a legal opinion. The rules are short. Read them, then price the work. The deadline that actually matters There are three dates, and only one of them is a real deadline for most startups. Phase Date What switches on Does it affect a typical startup? Phase 1 13 November 2025 Data Protection Board of India established, Rules notified No direct obligation, but the Board can already receive complaints Phase 2 13 November 2026 Consent Manager registration opens, penalty framework and enforcement powers begin Only if you intend to register as a Consent Manager Phase 3 13 May 2027 Notice, consent, security safeguards, breach intimation, retention, children's data, data-principal righ
AI 资讯
Ask HN: Are AWS Certs worth getting for experienced Devs?
I worked for big tech out of undergrad (mostly frontend/mobile for a few years) moved on to work at a few startups where I naturally switched to do more backend/cloud infrastructure work. I never got a 'formal' education in terms of masters or any kind of certs. Would it be worth it for me to start getting some Certs (like AWS solutions architect - associate/professional) if I want to switch my career towards more solutions design/consultation? I don't know many people personally that went this
AI 资讯
AI Isn’t Smarter Than a Baby—Yet
Babies are tremendous learning machines, and key advances for AI may soon be found in the architecture of their little brains.
开发者
Something’s glowing on the Pixel 11’s camera bar
A new teaser for Google's upcoming Pixel 11 lineup reveals that the phones will feature some kind of glowing orb on the camera bar, as reported by 9to5Google. Google's store page for the Pixel 11 has a short video that shows the glowing, color-shifting orb to the one side of the camera bar. The store […]
开发者
Apple quietly reveals how its Maps ads will differ from Google’s
Apple has published the policies governing its upcoming Maps advertising business, revealing a strategy that differs from Google’s. The new rules prohibit home services businesses like plumbers, electricians, locksmiths, and roofers from advertising on Apple Maps, along with several other sensitive categories, suggesting Apple is taking a more curated approach to these ads.
开发者
Alman: German, Simplified
AI 资讯
Murati's Thinking Machines Releases Open-Weights 975B Parameter LLM
AI 资讯
Inkling: Our Open-Weights Model
开源项目
SpaceX falls to $135 IPO price ahead of Starship launch
The stock has steadily fallen from the euphoric post-IPO high, showing that markets may be sobering up to the promises CEO Elon Musk made before and after SpaceX went public.
开源项目
SpaceX slips below its $135 IPO price ahead of Starship launch
The stock has steadily fallen from the euphoric post-IPO high, showing that markets may be sobering up to the promises CEO Elon Musk made before and after SpaceX went public.
AI 资讯
Thinking Machines Lab Drops Its First Model
Inkling, a 975-billion-parameter open source model, was trained to understand video and audio. It could help Thinking Machines establish itself among competitors like Anthropic and OpenAI.
AI 资讯
Thinking Machines amps up its bet against one-size-fits-all AI with its first open model, Inkling
It's the company's first public proof point after a year and a half spent building AI infrastructure largely out of public view.
开发者
Suno hacked, leak reveals scraping data
AI 资讯
LLM Evals For Developer Tools: Useful, Correct, Safe
Someone on your team built an LLM feature. Maybe it's an inline code-suggest. Maybe it's a "fix this...
AI 资讯
Suno snatched millions of songs from YouTube, Genius, and Deezer
Suno data obtained in a hacking incident has exposed that the AI music generator was trained by scraping millions of songs and lyrics from online audio platforms, including YouTube Music, Deezer, and Genius, 404 Media reports. Given that Suno has avoided revealing what's in its training datasets and how they were acquired, this a rare […]
AI 资讯
The OpenAI Bubble
AI 资讯
GPT‑Red: Unlocking Self-Improvement for Robustness
AI 资讯
Google’s biggest clean power project is 40 miles north of xAI’s unpermitted gas power plant
Google's biggest solar and battery project stands in sharp contrast with xAI's nearby unpermitted power plant.
AI 资讯
FlightGlitch
Catch mistake fares before airlines fix them Discussion | Link
开发者
DevSwat
Turn codebases into interactive maps, graphs, and governance Discussion | Link