Special session

The context window

    The box 0% Never empty. Nothing leaves. Until it is full.
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    Why this session

    It “forgot”At message forty, it no longer knows what you said at message three. It did not forget. It fell out of the box.
    It got worseThe longer the conversation, the vaguer the answer. Same tool, same model. What changed is the box.
    The brochureVendors print a very big number. That number is the box. It is not your free space.

    The context window is not a technical detail. It is the reason a good conversation goes bad.

    Three things

    What you leave with

    • One picture: a box with a fixed volume. Never empty when you arrive, and what happens when it is full.
    • Eight reflexes: where to put things, what to keep out, and how to check what is inside.
    • Three signs that the box is full, before the tool tells you.

    No sizes, no model names. The mechanism, and the habits that follow from it.

    01

    A box with a fixed volume

    What is already inside when you arrive, and how little of it is actually yours.

    already there yours
    The box

    Everything you give it has to fit

    system
    tools
    your setup
    the conversation
    …room to work
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    System instructionsThe vendor’s rules and guardrails. You never see them, you cannot remove them.
    ToolsEverything it may call on, described in the box even when you use none of it.
    Your setupThe project, the instructions, the memory. Set once, there at every message.
    The conversationEvery message, every document, every result. It stays.
    Room to workWhat is left. The answer is written in there.

    The box is never empty when you start. And the answer still has to fit in what is left.

    Live

    Fill the box

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    Your words are invisible. What fills the box is what you attach.

    Sizes

    Not the number on the brochure

    The brochure“A very large context window.”
    the whole box
    Before your first wordSystem, tools, your setup.
    already taken
    Yours, this morningWhat is free when you open a new conversation.
    room to work
    Yours, at message thirtyAfter the contract, the grid, the thread.
    left

    A vendor says: my box is huge. Ask the real question. How much is still free, after all the rest?

    Every message

    One answer, one full box

    system
    tools
    your setup
    the conversation
    …the answer
    read from hereto here, every time →
    It reads the whole boxTo write one line, it reads everything in the box. Not the last message: everything. Every time.
    Nothing outside existsNo memory between two answers. If it is not in the box, it never happened.
    Same box, seen from the billThat is the Saving tokens session: the whole box, read again at every message, is what you pay.
    02

    What happens when it is full

    It does not tell you. It does not choose. It drops the oldest.

    the box the oldest, out
    Overflow

    The oldest pages fall out

    context limitmessage 0
    Not the least useful. The oldest.It does not sort. It does not weigh. The first page in is the first page out.
    Documents take several pagesA contract pushes twenty messages out at once. Including your brief.
    It does not tell youNo warning, no blank. The answer simply changes.
    Attention

    Lost in the middle

    the beginning · read closelythe middle · skimmedthe end · read closely
    The beginningThe instructions, the project, your first message. Solid ground.
    The middleMessage twenty of sixty. In the box, but blurred. A fact there is easy to miss.
    The endYour last message. What it reads most closely, right before it writes.

    Even inside the box, not everything gets the same attention. What sits in the middle of a long conversation is the first to blur.

    Live

    Watch it travel

    The fact enters at the bottom, fresh. Messages pile under it. It climbs, it blurs, it leaves.

    context limitmessage 0
    Message 1

    Budget cap for this renewal: 40,000. Never mention it to the client.

    In the box. Fresh. At the very end.

    Message 60 · two PDFs and a spreadsheet later

    What was the budget cap again?

    “You did not mention a budget cap.” Or worse: a confident number that is not yours.

    Same conversation. The fact fell out. The tool did not warn you.

    Live

    Let me
    show you.

    A fact at message one. The same question at message sixty.

    Prepared this morning: a long conversation, two PDFs, a spreadsheet. The brief is at the top. Let us see if it is still there.

    The idea behind every reflex
    It does not remember.
    It reads a box.

    What is in the box decides the answer.
    What is not, does not exist.
    03

    Eight reflexes

    Where to put things, what to keep out, and how to check. None of them needs a setting.

    Reflexes

    Where you put it

    1. 1The ask goes lastDocuments first, question at the end. The end is what it reads most closely, right before it writes.
    2. 2Repeat what mattersAt message forty, say the constraint again. Ten words. Do not trust the box to carry it from message one.
    3. 3Rules at the start, asks at the endWhat never changes goes in the project or the instructions. What changes goes in your last message.

    Same words, different place, different answer.

    Reflexes

    Edit, do not append

    1. 4Edit the message, do not pile onMost tools let you edit an earlier message. Everything after it leaves the box. A correction on top keeps both versions in.
    2. 5Restart from a summaryWhen the box is heavy: ten lines, new conversation. You choose what survives. Not the box.
    Pile on
    • Brief: deadline Monday.3
    • Plan for Monday…4
    • No: Friday, not Monday.5
    • Plan for Friday…6

    Both deadlines are in the box. It will pick one.

    Edit message 3
    • Brief: deadline Monday Friday.3 · edited
    • Plan for Friday…4
    • No: Friday, not Monday.gone
    • Plan for Friday…gone

    One deadline in the box. Two messages fewer.

    Reflexes

    What stays in the box

    1. 6The excerpt, not the fileThe three pages that matter. The whole file takes the room your answer needs, and pushes your brief out.
    2. 7One box, one jobNew subject, new conversation. The old subject is not context. It is weight, in the middle, where things blur.
    3. 8Ask what it remembersBefore you rely on it: “What do you know about this deal so far?” Ten seconds, and you see the box.

    You cannot see the box. So check it.

    Eight reflexes

    The ask goes lastPaste first. Ask at the end.
    Repeat what mattersTen words at message forty.
    Rules at the start, asks at the endProject for what never changes.
    Edit the message, do not pile onEverything after it leaves the box.
    Restart from a summaryYou choose what survives.
    The excerpt, not the fileThe file pushes your brief out.
    One box, one jobNew subject, new conversation.
    Ask what it remembers“What do you know so far?”
    04

    What is in every box

    Projects, memory, connectors, compaction: what arrives before your first word, and what fetches instead of pasting.

    set once in every box
    Before your first word

    Projects and memory

    system
    tools
    your project + memoryinstructions, twenty documents, what it remembers about you
    the conversation
    …room
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    ProjectInstructions and reference documents, posted once. In the box of every conversation, before you type.
    InstructionsWho you are, how you like answers. Short: it takes room in every box.
    MemoryWhat it kept from earlier conversations. Check it once in a while: a stale memory is a wrong fact, at the start of every box.

    A project holds what every conversation needs. Not the archive.

    Connectors

    Fetch, do not paste

    Paste the archive
    sys
    tools
    setup
    twenty documents
    …

    Twenty documents in the box. Your brief is out. The answer has no room.

    Fetch from the archive
    sys
    tools
    setup
    3 hits
    …room to work

    Three passages in the box. The archive stays outside. Room to work.

    A connector searches the archive and brings back what matches. The archive never enters the box.

    Compaction

    When the tool summarises for you

    • Summary of the conversation so farRenewal with Carrefour. Plan in three steps. Draft email agreed, formal tone. Pricing: three tiers.
    • Brief: renewal, budget cap 40k, decision Friday
    • Understood. Plan in three steps…
    • Attach the framework agreement
    • Clause 12 says…
    • Draft the email to the buyer
    • Here is a draft…
    • Shorter. More formal.
    • Shorter version…
    • Paste the pricing grid
    • The grid shows three tiers…
    • Add a line on delivery
    What survivesThe plan, the decisions, the tone. Whatever the summary kept.
    What falls outThe figure at message one. The exact wording of clause 12. The reason behind a choice.
    What to doRead the summary. Correct it. Repeat the fact that matters, in ten words.
    05

    Reading the box

    You cannot see it. Three signs tell you it is full.

    ! no room left it shows
    Signs

    Three signs the box is full

    This conversation is getting long. Consider starting a new one.what the tool says, when it says it
    It forgets your briefIt asks for something you already gave. Or ignores it. The brief fell out, or it is blurred in the middle.
    It contradicts itselfMonday, then Friday. Two versions in the box, and it picks one. Usually the last.
    The tool tells youSome tools warn. Believe them. Summary, new box. Do not push one more document in.

    All three say the same thing: the box is full. Summary, new conversation, repeat the fact.

    One sentence ties it all together
    The box is never empty.
    Nothing you put in it leaves,
    until it is full.

    Choose what is in the box,
    and where.
    Before next time

    Find the fact it forgot

    Take

    One long conversation of yours from this week. The one where it “forgot”.

    Bring

    The message where the fact fell out. And the reflex that would have kept it in.

    The eight reflexes fit on one page. It is yours to keep.

    Questions?

    Thank you.

    The context window · Special session
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