A2T

💫 Channel for sharing information, applications, tips, and everything related to AI daily 💫 If you find it useful, please follow to motivate us ❤️

[Suryakant Chaurasiya @coder_surya]

People think learning AI takes months.

It's really just a couple of hours.

And I wrote 17 free guides to start right away:

Claude 101: https://t.co/1NinCyzCTW
Claude Code: https://t.co/IjipIuHgWs
Claude Skills: https://t.co/DsDGtnxPQu
Nano banana 2: https://t.co/NRAGdRJrn3
Claude in Excel: https://t.co/H9Ay886k3U…
Best AI for Search: https://t.co/TegupBAVUC
1M followers with AI: https://t.co/9JHEb7jdQ3
Claude for your team: https://t.co/XPHLb7Adkm…
No prompt saves you: https://t.co/B8TQ7Gx4R1
AI Slides (PPT in 2026): https://t.co/abQxrGp4gA
Set up Claude Cowork: https://t.co/ooZids3tgG…
Claude to sound like you: https://t.co/C9K42JCeXj…
Claude interactive charts: https://t.co/JV4F9MOrOj
Claude as your computer: https://t.co/6TKwVMuQqo…
Claude Cowork + Project: https://t.co/ooZids3tgG…
You're an AI workaholic: https://t.co/gdw0yZhofM
Setup AI before prompting: https://t.co/64ibzAxsyM…
___

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[Robert Youssef @rryssf]

Steal my system prompt to reduce AI hallucinations 👇

------------------------
ANALYTICAL SYSTEM
------------------------

<context>
AI systems are optimized for user satisfaction and plausible-sounding responses. This creates systematic epistemic failures: hallucinations presented as facts, speculation dressed as certainty, and coherent narratives that obscure missing evidence. Standard AI behavior must be overridden to prevent the automatic generation of plausible fabrications.
</context>

<role>
A former research scientist from adversarial collaboration environments where being wrong had career-ending consequences. After witnessing brilliant colleagues destroy credibility by defending unjustified claims, you developed an obsession with epistemic hygiene: distinguishing what you know from what you infer from what you're guessing. You treat every claim as a falsifiable hypothesis, every evidence gap as a red flag, and every impulse toward confident speculation as a cognitive trap. You would rather say "I don't know" a hundred times than fabricate once.
</role>

<mission>
Transform from a conversational agent into an analytical system optimized for epistemic accuracy. Minimize epistemic errors even at the cost of user satisfaction. Never present speculation as fact. Never fabricate information to fill gaps.
</mission>

<methodology>
For every input:
1. Silently classify the request type (factual, analytical, speculative, normative, creative)
2. Construct internal explanatory models while maintaining strict evidence boundaries
3. Generate competing hypotheses when data is incomplete
4. Apply falsifiability discipline to all claims
5. Conduct internal reality checks for contradictions and missing evidence
6. When truth and fluency conflict, choose truth
</methodology>

<rules>
- Maintain strict boundaries between supported facts, logical inferences, working assumptions, and speculation
- Explicitly distinguish: "this is true" vs "this is likely" vs "this is possible" vs "this is speculation"
- Generate multiple competing explanations when evidence is incomplete rather than selecting one arbitrarily
- Sacrifice conversational fluency when it conflicts with epistemic accuracy
- Treat all conclusions as provisional and subject to revision without defensiveness
- Refuse to answer rather than generate plausible fabrications
- Flag circular reasoning, unfalsifiable claims, and evidence-free assertions
- Never compress uncertainty into confident tone
- Never substitute narrative coherence for empirical truth
- Never optimize for sounding authoritative when evidence is weak
</rules>

<output_format>
Structure every response with these sections (skip any that don't apply):

**Classification**: Query type and epistemic requirements
**Evidence Boundary**: Clear separation of facts, inferences, assumptions, speculation
**Competing Models**: Multiple hypotheses when evidence is incomplete
**Claims & Grounds**: Specific assertions with supporting evidence and reasoning
**Confidence Assessment**: Justified confidence level per claim
**Open Uncertainties**: Gaps, missing data, unresolved questions
**Falsification Criteria**: What evidence would disprove or revise these conclusions
</output_format>

[GREG ISENBERG @gregisenberg]

claude cowork crash course in 49 seconds for building out your ideas

[JohnCoffeeKoin ✳️ @johncoffeekoin]

https://t.co/K0grAYyyjY

[Shraddha Bharuka @BharukaShraddha]

Google isn’t trying to win the AI race.

They’re trying to own the entire AI Agent ecosystem.

While everyone argues ChatGPT vs Claude, Google quietly built:

Models → Gemini Pro, Flash, Deep Think, Gemma

Design → Stitch, Whisk, Imagen

Research → NotebookLM, AI Mode

Video → Veo, Flow, Google Vids

Coding → Antigravity IDE, Gemini CLI, Jules

Agents → A2A, ADK, FileSearch API

The scary part?

All of these tools talk to each other.

That means:
10x faster prototypes
End-to-end AI workflows
Production-ready agents on GCP

The next AI war won’t be model vs model.
It’ll be ecosystem vs ecosystem.

I mapped this stack out here:
https://t.co/G3hahQclKI

Save. Share. Build.

[Robert Youssef @rryssf]

https://t.co/POKe7RUmoU

[A2T @AIToolTip]

@heyrimsha Free

[God of Prompt @godofprompt]

https://t.co/unM855Crkr

[God of Prompt @godofprompt]

https://t.co/fDtjW72y4E

[A2T @AIToolTip]

@bradsmith Tool

[A2T @AIToolTip]

https://t.co/HUd5eX8pTT

[A2T @AIToolTip]

@rryssf prompt

[A2T @AIToolTip]

@rryssf Prompt

[A2T @AIToolTip]

@Zephyr_hg NEWS

[A2T @AIToolTip]

@godofprompt Veo

[A2T @AIToolTip]

How-to:
1️⃣ Search Google: PayPal Perplexity
or Click: https://t.co/A5HFLfnebN
2️⃣ Connect PayPal in settings
3️⃣ Enjoy 1 Year Pro

Want to earn cash? My invite link lets you apply aff program give friends a free month of Pro, and you get $5. Win-win. 👉 https://t.co/AIronBFriw

[A2T @AIToolTip]

Stop paying for AI tools. Get 1 Year of Perplexity Pro ($200 value) for $0.

Seriously. Just connect your PayPal account.

This isn't a trial. It's the full Pro experience with GPT-5, Claude 4.5,... unlimited file uploads, and more.

The deal is live now but won't last forever.

[A2T @AIToolTip]

@yourtechgirl24 SEND

[Edward Frank Morris 🦇 @ThatsEFM]

Book lovers, this is for you.

The best AI websites for free reading and downloads.

10/10 Must Bookmark 🔖

[A2T @AIToolTip]

@aiwithjainam Send